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  <front>
    <journal-meta><journal-id journal-id-type="publisher">WES</journal-id><journal-title-group>
    <journal-title>Wind Energy Science</journal-title>
    <abbrev-journal-title abbrev-type="publisher">WES</abbrev-journal-title><abbrev-journal-title abbrev-type="nlm-ta">Wind Energ. Sci.</abbrev-journal-title>
  </journal-title-group><issn pub-type="epub">2366-7451</issn><publisher>
    <publisher-name>Copernicus Publications</publisher-name>
    <publisher-loc>Göttingen, Germany</publisher-loc>
  </publisher></journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.5194/wes-3-439-2018</article-id><title-group><article-title>About the suitability of different numerical methods to reproduce model wind turbine measurements in a wind tunnel with a high blockage ratio</article-title><alt-title>Suitability of different numerical methods to reproduce model wind turbine measurements</alt-title>
      </title-group><?xmltex \runningtitle{Suitability of different numerical methods to reproduce model wind turbine measurements}?><?xmltex \runningauthor{A.~C.~Klein et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1">
          <name><surname>Klein</surname><given-names>Annette Claudia</given-names></name>
          <email>annette.klein@iag.uni-stuttgart.de</email>
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Bartholomay</surname><given-names>Sirko</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Marten</surname><given-names>David</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Lutz</surname><given-names>Thorsten</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Pechlivanoglou</surname><given-names>George</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Nayeri</surname><given-names>Christian Navid</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Paschereit</surname><given-names>Christian Oliver</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Krämer</surname><given-names>Ewald</given-names></name>
          
        </contrib>
        <aff id="aff1"><label>1</label><institution>University of Stuttgart, Institute of Aerodynamics and Gas Dynamics,<?xmltex \hack{\break}?> Pfaffenwaldring 21, 70569 Stuttgart, Germany</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>TU Berlin, Chair of Fluid Dynamics, Müller-Breslau-Straße 8,10623 Berlin, Germany</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Annette Claudia Klein (annette.klein@iag.uni-stuttgart.de)</corresp></author-notes><pub-date><day>21</day><month>June</month><year>2018</year></pub-date>
      
      <volume>3</volume>
      <issue>1</issue>
      <fpage>439</fpage><lpage>460</lpage>
      <history>
        <date date-type="received"><day>13</day><month>September</month><year>2017</year></date>
           <date date-type="rev-request"><day>9</day><month>October</month><year>2017</year></date>
           <date date-type="rev-recd"><day>28</day><month>May</month><year>2018</year></date>
           <date date-type="accepted"><day>30</day><month>May</month><year>2018</year></date>
      </history>
      <permissions>
        
        
      <license license-type="open-access"><license-p>This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link></license-p></license></permissions><self-uri xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018.html">This article is available from https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018.html</self-uri><self-uri xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018.pdf">The full text article is available as a PDF file from https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018.pdf</self-uri>
      <abstract>
    <p id="d1e152">In the present paper, numerical and experimental investigations of a model
wind turbine with a diameter of 3.0 <inline-formula><mml:math id="M1" display="inline"><mml:mi mathvariant="normal">m</mml:mi></mml:math></inline-formula> are described. The study has
three objectives. The first one is the provision of validation data. The
second one is to estimate the influence of the wind tunnel walls by comparing
measurements to simulated results with and without wind tunnel walls. The
last objective is the comparison and evaluation of methods of high fidelity,
namely computational fluid dynamics, and medium fidelity, namely lifting-line
free vortex wake. The experiments were carried out in the large wind tunnel
of the TU Berlin where a blockage ratio of 40 % occurs. With the lifting-line free vortex wake code QBlade, the turbine was simulated under far
field conditions at the TU Berlin. Unsteady Reynolds-averaged Navier–Stokes
simulations of the wind turbine, including wind tunnel walls and under far
field conditions, were performed at the University of Stuttgart with the
computational fluid dynamics code FLOWer.</p>
    <p id="d1e162">Comparisons among the experiment, the lifting-line free vortex wake code and
the computational fluid dynamics code include on-blade velocity and angle of
attack. Comparisons of flow fields are drawn between the experiment and the
computational fluid dynamics code. Bending moments are compared among the
simulations.</p>
    <p id="d1e165">A good accordance was achieved for the on-blade velocity and the angle of
attack, whereas deviations occur for the flow fields and the bending moments.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <title>Introduction</title>
      <p id="d1e175">In order to improve wind turbines, new strategies and concepts have been
developed over the last couple of years. Prior to their application on real
wind turbines, they have to be analyzed in detail and the underlying
processes have to be completely understood. In many cases, investigations
take place on model wind turbines, which is less expensive than building a
full size prototype. Moreover, in wind tunnel tests, reproducible inflow
conditions can be created.</p>
      <p id="d1e178"><xref ref-type="bibr" rid="bib1.bibx3" id="text.1"/>, for example, investigated the interaction among
the wakes of turbines under yawed conditions. They used particle image
velocimetry (PIV) for flow physics studies on this complex interaction
phenomenon. In subsequent investigations, see <xref ref-type="bibr" rid="bib1.bibx4" id="text.2"/>, they
additionally used hot-wire anemometry to analyze the flow upstream of the
turbine, as well as in the near-wake and far-wake regions.
<xref ref-type="bibr" rid="bib1.bibx11" id="text.3"/> used hot-wire anemometry to characterize, amongst
others, the distribution of mean velocity and turbulence intensity in the
cross section of a wind tunnel at different locations downwind of a wind
turbine. <xref ref-type="bibr" rid="bib1.bibx32" id="text.4"/> examined the wake of a model wind
turbine under uniform inflow and under the influence of free-stream
turbulence in terms of 3-D effects. For these investigations, as well as for
the investigations of a model wind<?pagebreak page440?> turbine under yaw misalignment,
two-component hot-wires were used to measure the velocity fields.</p>
      <p id="d1e192">Even a micro wind farm can be installed in a wind tunnel to investigate the
unsteady loading and power output variability; see <xref ref-type="bibr" rid="bib1.bibx7 bib1.bibx8" id="text.5"/>. <xref ref-type="bibr" rid="bib1.bibx19" id="text.6"/> used the same experimental
setup of the micro wind farm to investigate the power output for a variety of
yaw configurations.</p>
      <p id="d1e201">Moreover, wind tunnel measurements can be used to validate and further
develop numerical codes. In the MEXICO project
<xref ref-type="bibr" rid="bib1.bibx42" id="paren.7"/>, comprehensive measurements of a three-bladed rotor
model of 4.5 <inline-formula><mml:math id="M2" display="inline"><mml:mi mathvariant="normal">m</mml:mi></mml:math></inline-formula> diameter were conducted. The experimental data
were used, for example, to validate numerical methods.
<xref ref-type="bibr" rid="bib1.bibx5" id="text.8"/>, for instance, used the PIV data, together with
the pressure distribution, to validate their computational fluid dynamics
(CFD) simulations. Blind tests, for example of an unsteady aerodynamics
experiment as performed in the NASA Ames wind tunnel <xref ref-type="bibr" rid="bib1.bibx47" id="paren.9"/>, can be
used to improve the development of wind turbine aerodynamics codes and the
provided data can also be used for their validation.</p>
      <p id="d1e221">If the model wind turbine is investigated in a closed test section, the wind
tunnel walls can influence the results. The extent of this influence depends
on the blockage ratio, which is defined as the rotor-swept area divided by
the wind tunnel cross section. <xref ref-type="bibr" rid="bib1.bibx44" id="text.10"/>, as well as
<xref ref-type="bibr" rid="bib1.bibx18" id="text.11"/>, investigated model wind turbines in wind tunnels with a
blockage ratio of approximately 10 % and made no blockage correction.
<xref ref-type="bibr" rid="bib1.bibx12" id="text.12"/> quantitatively investigated the effects of tunnel
blockage on the power coefficient of a horizontal axis wind turbine in a wind
tunnel through experiments. They confirmed the results of
<xref ref-type="bibr" rid="bib1.bibx44" id="text.13"/> and <xref ref-type="bibr" rid="bib1.bibx18" id="text.14"/>, as they found, that
the blockage correction is less than 5 % for a blockage ratio of 10 %.
<xref ref-type="bibr" rid="bib1.bibx46" id="text.15"/>, who experimentally investigated the wakes of
wind turbines in a wind tunnel, also showed that for a blockage ratio smaller
than 10 %, no blockage effect should be experienced and the wind tunnel
walls can be neglected. <xref ref-type="bibr" rid="bib1.bibx38" id="text.16"/> performed large-eddy
simulations in order to investigate the blockage effects on the
wake and power characteristics of a horizontal-axis wind turbine. Thereby,
the turbine was modeled with the actuator line technique. They found that
for the operation of the wind turbine close to or above the optimal tip speed
ratio, even blockage ratios which are larger than 5 % will have a
substantial impact on the turbine performance.</p>
      <p id="d1e246"><xref ref-type="bibr" rid="bib1.bibx16" id="text.17"/> performed unsteady Reynolds-averaged
Navier–Stokes (URANS) simulations of a model wind turbine in a
cylindrically shaped wind tunnel. To save computational time, the rotational
symmetry of the turbine was exploited and only one-third of the rotor was
simulated. In such a 120<inline-formula><mml:math id="M3" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> model, periodic boundary conditions are
used, solely one blade is taken into account and the tower is neglected. In
this wind tunnel, the blockage ratio is <inline-formula><mml:math id="M4" display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 50 %. A strong influence of the
wind tunnel walls was experienced, leading to a more than 60 % increase in
the driving forces and 25 % in the thrust on average. The full model of the
same turbine in the real wind tunnel (blockage ratio 40 %) was simulated by
<xref ref-type="bibr" rid="bib1.bibx25" id="text.18"/>. Thereby, an increase of 25 % in thrust and
50 % in power was experienced.</p>
      <p id="d1e270">But until now, the performance of a model wind turbine at such a high
blockage ratio has not been verified with experimental data.</p>
      <p id="d1e273">Thus, the provision of experimental data for the validation of the numerical
approaches is one of the three objectives of the present study. The second is
the estimation of the influence of the wind tunnel walls. It will be
evaluated by comparing CFD simulations with and without wind tunnel
walls to experimental data. The third deals with the comparison of codes with
different degrees of fidelity.</p>
      <p id="d1e276">In the present paper, the same model wind turbine and wind tunnel as used by
<xref ref-type="bibr" rid="bib1.bibx25" id="text.19"/> will be investigated experimentally and
numerically. The studied Berlin Research Turbine (BeRT), see
<xref ref-type="bibr" rid="bib1.bibx36" id="text.20"/>, was designed and built by TU Berlin and
Smart Blade GmbH with contribution from TU Darmstadt in the
aerodynamic blade design. The measurements are conducted in a circuit wind
tunnel and the simulations are performed with two methods with different
degrees of complexity. A lifting-line free vortex wake (LLFVW) code
(QBlade) simulates the turbine under free-stream conditions. In the
numerical setup of the CFD code FLOWer, the wind tunnel walls
and the nozzle are taken into account, but also a case with far field, in
which
the walls are neglected and the boundaries of the setup are far off, is
simulated in order to estimate the influence of the wind tunnel walls and to
enable a better comparison to the QBlade results.</p>
      <p id="d1e285">One baseline case and two different yaw-misalignment cases of the turbine are
investigated in this study. All simulations are conducted with uniform
inflow. At cutting planes upstream and downstream of the turbine, velocities
are compared between the experiment and FLOWer. The on-blade velocities
and angles of attack (AoAs), as seen by defined blade sections, are compared
among the experiment, QBlade and FLOWer. As the determination of
the AoA in CFD is complex, two different methods are used in
CFD. Moreover, the bending moments at the blade root are compared
between QBlade and FLOWer.</p>
      <p id="d1e289">The numerical and experimental investigation of the turbine is part of the
DFG PAK 780 project <xref ref-type="bibr" rid="bib1.bibx35" id="paren.21"/>, in which six
partners from five universities work together in the field of wind turbine
load control.</p>
</sec>
<sec id="Ch1.S2">
  <title>Methodology and setups</title>
      <?pagebreak page441?><p id="d1e301">In the following, an overview of the characteristics of the setups is given
in Sect. <xref ref-type="sec" rid="Ch1.S2.SS1"/>. The experimental setup is
described in detail in Sect. <xref ref-type="sec" rid="Ch1.S2.SS2"/>, followed by the
description of the numerical methods and setups of QBlade (Sect. <xref ref-type="sec" rid="Ch1.S2.SS3"/>)
and FLOWer (Sect. <xref ref-type="sec" rid="Ch1.S2.SS4"/>).</p>
<sec id="Ch1.S2.SS1">
  <title>Overview and general characteristics of the setups</title>
      <p id="d1e317">As the paper deals with a multitude of cases and setups, the following
subsection gives an overview and summarizes the particular characteristics of
the setups.</p>
      <p id="d1e320">As, according to <xref ref-type="bibr" rid="bib1.bibx43" id="text.22"/>, wind turbines are exposed to
yaw misalignment from 2 up to 10 % of their operating time, these load
cases play an important role in wind energy. Therefore, three different cases
concerning the inflow direction are taken into account in the present paper.
CaseBASE corresponds to the turbine with no yaw misalignment. In
CaseYAW15, the turbine is rotated by <inline-formula><mml:math id="M5" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>15<inline-formula><mml:math id="M6" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> (clockwise) around the
vertical axis of the rotor plane. Usually a turbine is rotated around the
tower. However, as the model wind turbine is placed in a wind tunnel, a
rotation around the tower would lead to different clearance distances of the
blades to the wall for one revolution. Therefore, the turbine is rotated
around the <inline-formula><mml:math id="M7" display="inline"><mml:mi>z</mml:mi></mml:math></inline-formula> axis of the rotor in order to achieve a constant distance
between blade tip and wind tunnel walls over a whole revolution. CaseYAW30
is rotated by <inline-formula><mml:math id="M8" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>30<inline-formula><mml:math id="M9" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>. In all simulations uniform inflow is considered.
The experimental results have the affix “<inline-formula><mml:math id="M10" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">Exp</mml:mi></mml:msub></mml:math></inline-formula>”, the ones of QBlade
“<inline-formula><mml:math id="M11" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">QBlade</mml:mi></mml:msub></mml:math></inline-formula>” and the FLOWer results “<inline-formula><mml:math id="M12" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub></mml:math></inline-formula>”. The
far field case of FLOWer has the addition “<inline-formula><mml:math id="M13" display="inline"><mml:msub><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mi mathvariant="normal">FF</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula>”. Table <xref ref-type="table" rid="Ch1.T1"/> gives an overview of the different cases.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T1"><caption><p id="d1e410">Overview of the cases.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="3">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="left"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry namest="col1" nameend="col2">Wind tunnel </oasis:entry>
         <oasis:entry colname="col3"/>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">Yaw</oasis:entry>
         <oasis:entry colname="col2">Experiment</oasis:entry>
         <oasis:entry colname="col3">FLOWer</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">0<inline-formula><mml:math id="M14" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col2">CaseBASE<inline-formula><mml:math id="M15" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">Exp</mml:mi></mml:msub></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">CaseBASE<inline-formula><mml:math id="M16" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"><inline-formula><mml:math id="M17" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>15<inline-formula><mml:math id="M18" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col2">CaseYAW15<inline-formula><mml:math id="M19" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">Exp</mml:mi></mml:msub></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">CaseYAW15<inline-formula><mml:math id="M20" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"><inline-formula><mml:math id="M21" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>30<inline-formula><mml:math id="M22" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col2">CaseYAW30<inline-formula><mml:math id="M23" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">Exp</mml:mi></mml:msub></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">CaseYAW30<inline-formula><mml:math id="M24" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry namest="col1" nameend="col2">Far field </oasis:entry>
         <oasis:entry colname="col3"/>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">Yaw</oasis:entry>
         <oasis:entry colname="col2">QBlade</oasis:entry>
         <oasis:entry colname="col3">FLOWer</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">0<inline-formula><mml:math id="M25" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col2">CaseBASE<inline-formula><mml:math id="M26" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">QBlade</mml:mi></mml:msub></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">CaseBASE<inline-formula><mml:math id="M27" display="inline"><mml:msub><mml:mi/><mml:mrow><mml:mi mathvariant="normal">FLOWer</mml:mi><mml:mo>-</mml:mo><mml:mi mathvariant="normal">FF</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"><inline-formula><mml:math id="M28" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>15<inline-formula><mml:math id="M29" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col2">CaseYAW15<inline-formula><mml:math id="M30" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">QBlade</mml:mi></mml:msub></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">–</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"><inline-formula><mml:math id="M31" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">30</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math id="M32" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col2">CaseYAW30<inline-formula><mml:math id="M33" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">QBlade</mml:mi></mml:msub></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">–</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d1e702">Figure <xref ref-type="fig" rid="Ch1.F1"/> shows the surfaces of CaseBASE<inline-formula><mml:math id="M34" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub></mml:math></inline-formula> and
CaseYAW30<inline-formula><mml:math id="M35" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub></mml:math></inline-formula>. There, the unusual position of the nozzle, which will
be explained in Sect. <xref ref-type="sec" rid="Ch1.S2.SS2.SSS1"/>, and the uncommon yaw movement
become obvious.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1"><caption><p id="d1e730">Surface for CaseBASE<inline-formula><mml:math id="M36" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub></mml:math></inline-formula> <bold>(a)</bold> and CaseYAW30<inline-formula><mml:math id="M37" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub></mml:math></inline-formula> <bold>(b)</bold>.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f01.png"/>

        </fig>

</sec>
<sec id="Ch1.S2.SS2">
  <title>Experimental setup</title>
      <p id="d1e769">The experimental setup consists of the wind tunnel and the model wind
turbine, which will be described in the following sections. The blades of the
model wind turbine are described in detail in an additional section, as they
deliver the data for the comparison with the numerical solutions.</p>
<sec id="Ch1.S2.SS2.SSS1">
  <title>Wind tunnel</title>
      <?pagebreak page442?><p id="d1e777">The experiments are carried out in the large wind tunnel (GroWiKa) of TU Berlin, Fig. <xref ref-type="fig" rid="Ch1.F2"/> <xref ref-type="bibr" rid="bib1.bibx2" id="paren.23"/>,
which is a circuit wind tunnel and is driven by a 450 <inline-formula><mml:math id="M38" display="inline"><mml:mi mathvariant="normal">kW</mml:mi></mml:math></inline-formula> fan. The <inline-formula><mml:math id="M39" display="inline"><mml:mrow><mml:mn mathvariant="normal">2</mml:mn><mml:mo>×</mml:mo><mml:mn mathvariant="normal">1.4</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M40" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> cross section of the real test section is too small
for the model wind turbine, which has a large diameter to realize the
investigation of spanwise locally distributed devices for passive and active
flow control in future investigations. Therefore, the real test section was
shortened and the <inline-formula><mml:math id="M41" display="inline"><mml:mrow><mml:mn mathvariant="normal">4.2</mml:mn><mml:mo>×</mml:mo><mml:mn mathvariant="normal">4.2</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M42" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> settling chamber of the wind
tunnel was extended to a total length of 5 <inline-formula><mml:math id="M43" display="inline"><mml:mi mathvariant="normal">m</mml:mi></mml:math></inline-formula> and was then used as a
measuring section for the model wind turbine. This configuration leads to the
unusual fact that the nozzle is positioned downstream of the measuring
section. The velocity in the settling chamber used for the present
investigations amounts to <inline-formula><mml:math id="M44" display="inline"><mml:mrow><mml:mn mathvariant="normal">6.5</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> and the turbulence intensity is
on
average <inline-formula><mml:math id="M45" display="inline"><mml:mrow><mml:mtext>Ti</mml:mtext><mml:mo>≤</mml:mo><mml:mn mathvariant="normal">1.5</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> and shows a fairly homogeneous distribution. Three
screens which aim at increasing the
homogeneity in the flow are placed upstream of the turbine. Additionally, one filter mat is installed at the
position of the most upstream screen. Nonetheless, the turbulence intensity
is higher in the settling chamber compared to the original test section and
the inflow velocity is not perfectly homogeneous. More information about the
<inline-formula><mml:math id="M46" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> velocity can be found in Sect. <xref ref-type="sec" rid="Ch1.S4.SS1"/> or in
<xref ref-type="bibr" rid="bib1.bibx2" id="text.24"/>. The turbulence in the inflow might lead
to a faster recovery of the wake and to higher fluctuations of the loads
compared to a case with lower turbulence. As the wind tunnel is short, the
influence of the turbulence on the vortex breakdown might be less pronounced
than in a far field case or in a longer wind tunnel. Moreover,
<xref ref-type="bibr" rid="bib1.bibx32" id="text.25"/> showed that up to <inline-formula><mml:math id="M47" display="inline"><mml:mrow><mml:mi>x</mml:mi><mml:mo>/</mml:mo><mml:mi>d</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:math></inline-formula> the initial wakes
for a case with and without free-stream turbulence are quite similar, even
with a higher turbulence intensity than in the present setup. However, the
blockage ratio by <xref ref-type="bibr" rid="bib1.bibx32" id="text.26"/> was less than 3 % and
consequently much smaller than in the present case.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2"><caption><p id="d1e918">Large wind tunnel of TU Berlin (<bold>a</bold>) and hot-wire measurement
position in each cross plane (<bold>b</bold>) <xref ref-type="bibr" rid="bib1.bibx2" id="paren.27"/>.
The dashed lines in the lower picture indicate the rotor and the tower.</p></caption>
            <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f02.pdf"/>

          </fig>

</sec>
<sec id="Ch1.S2.SS2.SSS2">
  <title>Berlin Research Turbine (BeRT)</title>
      <p id="d1e942">The BeRT, Fig. <xref ref-type="fig" rid="Ch1.F3"/>, has a rotor
diameter of <inline-formula><mml:math id="M48" display="inline"><mml:mrow><mml:mn mathvariant="normal">3</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> with a tower height of <inline-formula><mml:math id="M49" display="inline"><mml:mrow><mml:mn mathvariant="normal">2.1</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula>. The three
blades are exchangeable and equipped with the Clark Y airfoil
throughout the complete blade radius from tip to hub. This airfoil has a
maximal thickness of <inline-formula><mml:math id="M50" display="inline"><mml:mrow><mml:mn mathvariant="normal">11.8</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> and was used as it provides attached flow for
low Reynolds numbers, as they occur in the blade root region (e.g., <inline-formula><mml:math id="M51" display="inline"><mml:mrow><mml:mi>R</mml:mi><mml:msub><mml:mi>e</mml:mi><mml:mrow><mml:mn mathvariant="normal">15</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">170</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mn mathvariant="normal">000</mml:mn></mml:mrow></mml:math></inline-formula>). Moreover, it has a good effectiveness of flaps, which
will be investigated on the turbine in future experiments and simulations.
The twist was chosen so that the local AoA stays constant over
the span. In order to obtain a defined transition position for the CFD
simulations, zigzag tape has been placed on the blades. The height of the
turbulator was estimated experimentally in an additional 2-D experiment. It is
adapted to the Reynolds number, which varies with the rotor radius, and is
consequently staggered. It measures <inline-formula><mml:math id="M52" display="inline"><mml:mrow><mml:mi>h</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.75</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">mm</mml:mi></mml:mrow></mml:math></inline-formula> inboard up to
<inline-formula><mml:math id="M53" display="inline"><mml:mrow><mml:mi>h</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.21</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">mm</mml:mi></mml:mrow></mml:math></inline-formula> outboard on the suction side and <inline-formula><mml:math id="M54" display="inline"><mml:mrow><mml:mi>h</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.95</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">mm</mml:mi></mml:mrow></mml:math></inline-formula> inboard
up to <inline-formula><mml:math id="M55" display="inline"><mml:mrow><mml:mi>h</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.50</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">mm</mml:mi></mml:mrow></mml:math></inline-formula> outboard on the pressure side. On the suction side,
the leading edge of the tape was positioned at 5 % chord, and on the pressure
side at 10 % chord. As the main goal of the turbine is to deliver data for
the comparison to simulations and to test and analyze flow control devices
and not to compare the overall performance to a turbine in the free field, a
realistic scaling was of subordinate interest.</p>
      <p id="d1e1068">The turbine data are summarized in Table <xref ref-type="table" rid="Ch1.T2"/>
<xref ref-type="bibr" rid="bib1.bibx2 bib1.bibx36 bib1.bibx49" id="paren.28"/>.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3"><caption><p id="d1e1078">The model wind turbine BeRT in the wind tunnel.</p></caption>
            <?xmltex \igopts{width=170.716535pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f03.jpg"/>

          </fig>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T2"><caption><p id="d1e1091">Summary of the turbine specifics.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="2">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">Tower height</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M56" display="inline"><mml:mrow><mml:mn mathvariant="normal">2.1</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Tower diameter</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M57" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.273</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Rotor diameter</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M58" display="inline"><mml:mrow><mml:mn mathvariant="normal">3.0</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Rotor overhang</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M59" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.5</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Rotor blade airfoil</oasis:entry>
         <oasis:entry colname="col2">Clark Y</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Rated RPM</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M60" display="inline"><mml:mrow><mml:mn mathvariant="normal">180</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">min</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Inflow velocity</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M61" display="inline"><mml:mrow><mml:mn mathvariant="normal">6.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">TSR</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M62" display="inline"><mml:mn mathvariant="normal">4.35</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Three-hole probe position</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M63" display="inline"><mml:mn mathvariant="normal">65</mml:mn></mml:math></inline-formula>, <inline-formula><mml:math id="M64" display="inline"><mml:mn mathvariant="normal">75</mml:mn></mml:math></inline-formula>, <inline-formula><mml:math id="M65" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Reynolds number (<inline-formula><mml:math id="M66" display="inline"><mml:mrow><mml:mn mathvariant="normal">75</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>)</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M67" display="inline"><mml:mrow><mml:mn mathvariant="normal">265</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mn mathvariant="normal">000</mml:mn></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d1e1320">The model creates a significant level of blockage of <inline-formula><mml:math id="M68" display="inline"><mml:mrow><mml:mi mathvariant="italic">β</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mi>A</mml:mi><mml:mi mathvariant="normal">BeRT</mml:mi></mml:msub><mml:mo>/</mml:mo><mml:msub><mml:mi>A</mml:mi><mml:mi mathvariant="normal">tunnel</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">40</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>. This value is far beyond blockage ratios
for which
correction methods have proven their<?pagebreak page443?> applicability. But as one of the aims of
the present study is the comparison between experiment and simulation, and
not to quantify the overall performance to a turbine in the far field, the
high blockage has only a small impact on the validity of the results.</p>
      <p id="d1e1352">Data acquisition is achieved by National Instrument hardware in the
rotating system and in the nonrotating system. In the former, a cRIO-9068
platform with 9220 modules rotates with the turbine and acquires data from
sensors placed on the blades. In the nonrotating setup, a National
Instruments cDAQ-9188 with the 9220-module platform collects data from
additional sensors, such as tower–nacelle acceleration and tower base
strain for thrust measurements. Data transmission between the two systems and
the control computer is achieved by Wi-Fi connection. Further
information on the setup is found in <xref ref-type="bibr" rid="bib1.bibx49" id="text.29"/>.</p>
</sec>
<sec id="Ch1.S2.SS2.SSS3">
  <title>Blades</title>
      <p id="d1e1364">The turbine is equipped with two baseline blades and one smart blade. The
smart blade is equipped with a multitude of sensors and actuators for
trailing edge flap deployment, whereas one of the baseline blades is equipped
with blade root bending sensors. Otherwise, no other sensors or actuators
are mounted on the baseline blades <xref ref-type="bibr" rid="bib1.bibx2" id="paren.30"/>.</p>
      <p id="d1e1370">The smart blade, Fig. <xref ref-type="fig" rid="Ch1.F4"/>, is equipped with pressure ports,
strain gauges at the blade root, acceleration sensors at the tip, three-hole
probes to measure the AoA at <inline-formula><mml:math id="M69" display="inline"><mml:mn mathvariant="normal">65</mml:mn></mml:math></inline-formula>, <inline-formula><mml:math id="M70" display="inline"><mml:mn mathvariant="normal">75</mml:mn></mml:math></inline-formula>, and <inline-formula><mml:math id="M71" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>,
trailing edge flap actuators and encoders to measure the flap position. The
pressure sensors are Sensortechnics HCL0075E and the blade strain
gauges are of type FAET-A6194-N-35-S6/EL. For the current study, the
flaps were not deflected but fixed in their neutral position
<xref ref-type="bibr" rid="bib1.bibx2" id="paren.31"/>. The three-hole probes, their holder and
tubing change the flow around the blade. The equipment is positioned on the
pressure side, in contrast to the suction side; this side is less prone to
separation. It is assumed that the presence of the installation leads to
higher camber and therefore a higher local lift. Nonetheless, the
installation of multi-hole probes is a common practice on research turbines;
see <xref ref-type="bibr" rid="bib1.bibx9" id="text.32"/>, <xref ref-type="bibr" rid="bib1.bibx17" id="text.33"/> and <xref ref-type="bibr" rid="bib1.bibx37" id="text.34"/>. The
strain gauges for the determination of the blade root bending moments are
glued on the bolt, Fig. <xref ref-type="fig" rid="Ch1.F4"/>, that connects the blades to the
hub. The full bridge aims to mitigate cross-talk effects that influence the
measurement results. Nonetheless, as positioning the strain gauges on the
circular bolt is challenging, cross-talk effects are present on the results
of the sensors. The main sources of cross talk are edgewise bending moments
on the flapwise sensor and vice versa, axial forces due to weight and
centrifugal acceleration, but they can also be caused by the blade twist. The
first two effects can be quantified by calibration and compensated for
measurements.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F4"><caption><p id="d1e1420">Smart blade, modified from <xref ref-type="bibr" rid="bib1.bibx2" id="text.35"/>.</p></caption>
            <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f04.pdf"/>

          </fig>

</sec>
</sec>
<sec id="Ch1.S2.SS3">
  <title>The lifting-line free vortex wake code QBlade</title>
      <p id="d1e1439">The next two parts describe the numerical methods of QBlade and give some information about the numerical setup.</p>
<sec id="Ch1.S2.SS3.SSS1">
  <title>Numerical methods of QBlade</title>
      <p id="d1e1447">The LLFVW computations in this study
are performed with the wind turbine design and simulation tool QBlade
<xref ref-type="bibr" rid="bib1.bibx29 bib1.bibx31 bib1.bibx30" id="paren.36"/>, which is developed at the Technical University of
Berlin. The LLFVW algorithm is loosely based on the nonlinear lifting
line formulation as described by <xref ref-type="bibr" rid="bib1.bibx48" id="text.37"/> and its
implementation in QBlade is used to simulate both horizontal-axis wind turbine (HAWT) and vertical-axis wind turbine
(VAWT)
rotors.</p>
      <p id="d1e1456">Rotor forces are evaluated on a blade element basis from tabulated lift and
drag polar data. The wake is modeled with vortex line elements, which are
shed at the blades trailing edge during every time step and then undergo free
convection behind the rotor. Vortex elements are de-singularized using a cutoff method, as described by <xref ref-type="bibr" rid="bib1.bibx31" id="text.38"/>, based on the
vortex core size. Viscous diffusion in the wake is accounted for through
vortex core growth terms.</p>
      <p id="d1e1462">The tower shadow is taken into account by using a model derived from the work
of <xref ref-type="bibr" rid="bib1.bibx1" id="text.39"/>, in which the tower is modeled through a
combination of the analytical potential flow around a cylinder superimposed
with an empirical downwind wake model based on a tower drag coefficient.</p>
      <p id="d1e1468">The effects of unsteady aerodynamics and dynamic stall are introduced via the
ATEFlap aerodynamic model. This model reconstructs lift and drag
hysteresis curves from a decomposition of the lift polars and has been
adapted to be implemented into the free vortex wake formulation of
QBlade; see <xref ref-type="bibr" rid="bib1.bibx50" id="text.40"/>. The computational
efficiency of the LLFVW calculations is increased through a GPU
parallelization of the wake convection step via the OpenCL framework.</p>
</sec>
<sec id="Ch1.S2.SS3.SSS2">
  <title>Numerical setup of QBlade</title>
      <p id="d1e1480">As it is currently not possible to include the wind tunnel walls into the
LLFVW simulations of QBlade, far field simulations were
conducted.</p>
      <?pagebreak page444?><p id="d1e1483">The lift and drag polar data for the rotor's Clark Y airfoil is
obtained through XFOIL <xref ref-type="bibr" rid="bib1.bibx13" id="paren.41"/> calculations
(<inline-formula><mml:math id="M72" display="inline"><mml:mrow><mml:mi>N</mml:mi><mml:mtext>Crit</mml:mtext><mml:mo>=</mml:mo><mml:mn mathvariant="normal">9</mml:mn></mml:mrow></mml:math></inline-formula> and forced transition at leading edge) for a range of Reynolds
numbers and then extrapolated to 360<inline-formula><mml:math id="M73" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> angles of attack using the
Montgomerie method <xref ref-type="bibr" rid="bib1.bibx34" id="paren.42"/>. Although there are
similarities between the LLFVW method and the blade
element momentum (BEM) theory, the LLFVW has a main advantage
when compared to BEM codes. This advantage comes from the calculation
of the induction from the three-dimensional representation of the wake. In
this representation the calculation of induction is not limited to an annular
averaged rotor disc but can be accurately calculated at any point in the
computational domain and any point in time. In addition to that, the wake
always contains the history of the flow (through vortex elements from
previous time steps), which gives the ability to simulate transient events
with a much higher accuracy than the BEM. Furthermore, other induction-related effects such as blade hub and tip losses are directly modeled in
this formulation. Effects such as yaw error, wake memory, and transient or
sheared inflow are directly included in the LLFVW through the explicit
calculation of the wake evolution in three dimensions. Overall the
LLFVW method relies on far fewer semiempirical corrections than the
BEM when the operating conditions deviate from idealized uniform
steady-state inflow conditions. And thus it produces results with increased
accuracy for a range of operating conditions. The advantages of vortex codes
over traditional BEM methods, especially in unsteady operating
conditions, have already been presented in numerous publications such as
<xref ref-type="bibr" rid="bib1.bibx31" id="text.43"/> and <xref ref-type="bibr" rid="bib1.bibx39 bib1.bibx40" id="text.44"/>.</p>
      <p id="d1e1522">The main simulation parameters used in the LLFVW simulation of this
study are given in Table <xref ref-type="table" rid="Ch1.T3"/>.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T3"><caption><p id="d1e1530">Main parameters of the QBlade simulations.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="2">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">Azimuthal discretization</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M74" display="inline"><mml:mrow><mml:mn mathvariant="normal">5</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Blade discretization</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M75" display="inline"><mml:mn mathvariant="normal">21</mml:mn></mml:math></inline-formula> (sinusoidal spacing)</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Maximum wake length</oasis:entry>
         <oasis:entry colname="col2">8 rev</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Simulation length</oasis:entry>
         <oasis:entry colname="col2">16 rev</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Initial vortex core size</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M76" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.025</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Turbulent vortex viscosity</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M77" display="inline"><mml:mn mathvariant="normal">50</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d1e1631">The azimuthal discretization of 5<inline-formula><mml:math id="M78" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> was chosen to achieve a
compromise between computational efficiency and accuracy. The wake was fully
resolved for eight revolutions to obtain high-quality results in the rotor plane
region, after which it was truncated. This means that a wake element is
removed from the domain after the rotor completes eight full revolutions
after it has been released from the blades' trailing edge. The blade was
discretized into <inline-formula><mml:math id="M79" display="inline"><mml:mn mathvariant="normal">21</mml:mn></mml:math></inline-formula> panels in the radial direction using sinusoidal spacing to
obtain a higher resolution in the tip and hub regions where the largest
gradients in circulation are expected. The simulation was carried out over
<inline-formula><mml:math id="M80" display="inline"><mml:mn mathvariant="normal">16</mml:mn></mml:math></inline-formula> revolutions resulting in <inline-formula><mml:math id="M81" display="inline"><mml:mn mathvariant="normal">1152</mml:mn></mml:math></inline-formula> time steps and a maximum of <inline-formula><mml:math id="M82" display="inline"><mml:mrow><mml:mn mathvariant="normal">52</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mn mathvariant="normal">000</mml:mn></mml:mrow></mml:math></inline-formula>
wake segments. Figure <xref ref-type="fig" rid="Ch1.F5"/> shows a snapshot of the LLFVW
simulation after four rotor revolutions.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F5"><caption><p id="d1e1680">Snapshot of the LLFVW simulation after four rotor revolutions.</p></caption>
            <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f05.png"/>

          </fig>

</sec>
</sec>
<sec id="Ch1.S2.SS4">
  <title>The CFD code FLOWer</title>
      <p id="d1e1697">In the following, general information about FLOWer is given. Moreover, information about the numerical FLOWer setup is provided.</p>
<sec id="Ch1.S2.SS4.SSS1">
  <title>Numerical methods of FLOWer</title>
      <p id="d1e1705">The URANS simulations are carried out using the block-structured
solver FLOWer, which uses the finite volume method. It solves the
compressible Navier–Stokes equations and was developed by the German
Aerospace Center (DLR) in the course of the MEGAFLOW project
<xref ref-type="bibr" rid="bib1.bibx28" id="paren.45"/>, whereas wind energy specific extensions were made at the
Institute of Aerodynamics and Gas Dynamics (IAG) of the University of
Stuttgart. For the temporal discretization, an implicit dual time stepping
scheme is used <xref ref-type="bibr" rid="bib1.bibx20" id="paren.46"/>. The space is discretized with a
second-order central discretization scheme JST
<xref ref-type="bibr" rid="bib1.bibx21" id="paren.47"/>. For the modeling of the turbulence, the Menter
shear stress transport turbulence model is used and the simulations are performed fully
turbulent. All components of the setup are meshed separately with a fully
resolved boundary layer (<inline-formula><mml:math id="M83" display="inline"><mml:mrow><mml:msup><mml:mi>y</mml:mi><mml:mo>+</mml:mo></mml:msup><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula>) and all grids are overlapped, using
the CHIMERA technique <xref ref-type="bibr" rid="bib1.bibx6" id="paren.48"/>. The process chain, as used for
the present investigations, was developed at the IAG
<xref ref-type="bibr" rid="bib1.bibx33" id="paren.49"/>.</p>
</sec>
<sec id="Ch1.S2.SS4.SSS2">
  <title>Numerical setup of FLOWer</title>
      <p id="d1e1745">The numerical setup consists of 11 grids: background grid (wind tunnel
or far field), hub, nacelle, <inline-formula><mml:math id="M84" display="inline"><mml:mrow><mml:mn mathvariant="normal">3</mml:mn><mml:mo>×</mml:mo></mml:mrow></mml:math></inline-formula> connection for the blade (blade
con), <inline-formula><mml:math id="M85" display="inline"><mml:mrow><mml:mn mathvariant="normal">3</mml:mn><mml:mo>×</mml:mo></mml:mrow></mml:math></inline-formula> blade, tower and connection for<?pagebreak page445?> the tower (tower con). The
number of cells per grid for all cases can be found in Table <xref ref-type="table" rid="Ch1.T4"/>.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T4"><caption><p id="d1e1773">Cell number in millions of the individual grids for the wind tunnel and far field cases.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="3">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">No. of cells (millions)</oasis:entry>
         <oasis:entry colname="col2">Wind tunnel</oasis:entry>
         <oasis:entry colname="col3">Far field</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">Background</oasis:entry>
         <oasis:entry colname="col2">11.7</oasis:entry>
         <oasis:entry colname="col3">14.7</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Hub</oasis:entry>
         <oasis:entry colname="col2">2.2</oasis:entry>
         <oasis:entry colname="col3">2.2</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Nacelle</oasis:entry>
         <oasis:entry colname="col2">1.3</oasis:entry>
         <oasis:entry colname="col3">1.3</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Blade con</oasis:entry>
         <oasis:entry colname="col2">0.5</oasis:entry>
         <oasis:entry colname="col3">0.5</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Blade</oasis:entry>
         <oasis:entry colname="col2">7.2</oasis:entry>
         <oasis:entry colname="col3">5.5</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Tower con</oasis:entry>
         <oasis:entry colname="col2">0.2</oasis:entry>
         <oasis:entry colname="col3">0.2</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Tower</oasis:entry>
         <oasis:entry colname="col2">1.6</oasis:entry>
         <oasis:entry colname="col3">1.6</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d1e1890">Altogether, the setup in the wind tunnel has <inline-formula><mml:math id="M86" display="inline"><mml:mn mathvariant="normal">40.1</mml:mn></mml:math></inline-formula> million cells. In the far
field case, where the wind tunnel walls are not modeled and the background
grid has a large expansion, the setup features <inline-formula><mml:math id="M87" display="inline"><mml:mn mathvariant="normal">38.0</mml:mn></mml:math></inline-formula> million cells.</p>
      <p id="d1e1907">The blade is meshed automatically and is of CH topology. The boundary layer
is fully resolved with <inline-formula><mml:math id="M88" display="inline"><mml:mn mathvariant="normal">37</mml:mn></mml:math></inline-formula> grid layers, ensuring <inline-formula><mml:math id="M89" display="inline"><mml:mrow><mml:msup><mml:mi>y</mml:mi><mml:mo>+</mml:mo></mml:msup><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula> for the first grid
layer. Around the airfoil <inline-formula><mml:math id="M90" display="inline"><mml:mn mathvariant="normal">181</mml:mn></mml:math></inline-formula> cells were used, in the spanwise direction <inline-formula><mml:math id="M91" display="inline"><mml:mn mathvariant="normal">145</mml:mn></mml:math></inline-formula>
cells for the wind tunnel case and <inline-formula><mml:math id="M92" display="inline"><mml:mn mathvariant="normal">101</mml:mn></mml:math></inline-formula> for the far field case. For the wind
tunnel case, at around <inline-formula><mml:math id="M93" display="inline"><mml:mrow><mml:mn mathvariant="normal">60</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> of the radius and at around <inline-formula><mml:math id="M94" display="inline"><mml:mrow><mml:mn mathvariant="normal">90</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> of the
radius, spanwise refinements were introduced, which ensure a proper
transition for future trailing edge flap deflection. The meshes for all other
components, except the far field mesh, are created manually.</p>
      <p id="d1e1977"><xref ref-type="bibr" rid="bib1.bibx25" id="text.50"/> already showed that the wind tunnel walls, the
tower and the nozzle behind the turbine have a significant influence on the
turbine performance. Therefore, they are taken into account for the present
CFD simulations. The <inline-formula><mml:math id="M95" display="inline"><mml:mrow><mml:mn mathvariant="normal">4.2</mml:mn><mml:mo>×</mml:mo><mml:mn mathvariant="normal">4.2</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> settling chamber of
the GroWiKa begins <inline-formula><mml:math id="M96" display="inline"><mml:mrow><mml:mn mathvariant="normal">1.245</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> upstream of the rotor plane and is
<inline-formula><mml:math id="M97" display="inline"><mml:mrow><mml:mn mathvariant="normal">5.0</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> long. As the original test section of the wind tunnel is
located behind the settling chamber, in this configuration, the nozzle is
located behind the “new” test section. It has a total length of <inline-formula><mml:math id="M98" display="inline"><mml:mrow><mml:mn mathvariant="normal">3.0</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula>
and a tapering of 6.3. The wind tunnel walls are realized as slip walls,
whereby an approximated displacement thickness, based on the turbulent flow
over a flat plate, is added on the real walls. This leads to a constant
reduction of the cross section over the whole settling chamber.</p>
      <p id="d1e2033">In order to prevent the convection of disturbances from the inflow and
outflow planes of the computational domain into the measuring section, the
wind tunnel was extended to a length of approximately <inline-formula><mml:math id="M99" display="inline"><mml:mrow><mml:mn mathvariant="normal">16.5</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>, whereas the
rotor plane is located after approximately <inline-formula><mml:math id="M100" display="inline"><mml:mrow><mml:mn mathvariant="normal">7.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>. The cells around the
turbine have an extension of <inline-formula><mml:math id="M101" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.025</mml:mn><mml:mo>×</mml:mo><mml:mn mathvariant="normal">0.025</mml:mn><mml:mo>×</mml:mo><mml:mn mathvariant="normal">0.025</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>. In
the direction of the inflow, the cells are stretched up to <inline-formula><mml:math id="M102" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.4</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> in
the
<inline-formula><mml:math id="M103" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> direction. At the outflow, they measure <inline-formula><mml:math id="M104" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.2</mml:mn><mml:mo>×</mml:mo><mml:mn mathvariant="normal">0.025</mml:mn><mml:mo>×</mml:mo><mml:mn mathvariant="normal">0.025</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>.
The inflow boundary is realized as far field and at the outflow,
a constant pressure is defined in order to maintain mass continuity.</p>
      <p id="d1e2121"><?xmltex \hack{\newpage}?>As the wind tunnel and the nozzle could not be taken into account in
QBlade, a far field case was created, too. Thereby, the
refinement for the flaps in the blade mesh was not realized. The background
mesh for the far field case was created by an automated script
<xref ref-type="bibr" rid="bib1.bibx27" id="paren.51"/>, which uses hanging grid nodes for the refinement.
Usually, in an H topology, the refinement is not only at the designated spot
but has to be taken along to unnecessary areas. With hanging grid nodes,
refinements can be realized only where they are needed. The grid has an
overall length of <inline-formula><mml:math id="M105" display="inline"><mml:mrow><mml:mn mathvariant="normal">20.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> (<inline-formula><mml:math id="M106" display="inline"><mml:mrow><mml:mn mathvariant="normal">8</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> upstream and <inline-formula><mml:math id="M107" display="inline"><mml:mrow><mml:mn mathvariant="normal">12.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> downstream of the
rotor), a width of approximately <inline-formula><mml:math id="M108" display="inline"><mml:mrow><mml:mn mathvariant="normal">24.6</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> and a height of approximately <inline-formula><mml:math id="M109" display="inline"><mml:mrow><mml:mn mathvariant="normal">14</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>.
Consequently, the boundaries are, according to <xref ref-type="bibr" rid="bib1.bibx41" id="text.52"/>,
far away enough to prevent disturbances on the solution. The boundaries,
except the bottom, which is realized as slip wall, are realized as far field
boundary conditions. Around the turbine, the cells have a dimension of <inline-formula><mml:math id="M110" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.025</mml:mn><mml:mo>×</mml:mo><mml:mn mathvariant="normal">0.025</mml:mn><mml:mo>×</mml:mo><mml:mn mathvariant="normal">0.025</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>, at the borders <inline-formula><mml:math id="M111" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.1</mml:mn><mml:mo>×</mml:mo><mml:mn mathvariant="normal">0.1</mml:mn><mml:mo>×</mml:mo><mml:mn mathvariant="normal">0.1</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d1e2231">For a one-third model a grid convergence index study according to
<xref ref-type="bibr" rid="bib1.bibx10" id="text.53"/> was already performed <xref ref-type="bibr" rid="bib1.bibx16" id="paren.54"/>.
The extrapolated relative errors between the appropriate grids and the
extrapolated values of a theoretical ideal mesh, which were determined in the
course of this investigation, amount to <inline-formula><mml:math id="M112" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.63</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> for power and <inline-formula><mml:math id="M113" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.02</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> for
thrust. As the grids used for the present investigation are partly more
finely
resolved than the ones used in the sensitivity analysis, a renewed
investigation for the full model was not performed. As the cell number is
limited in the numerical simulation and the modeling effort is significant,
measuring equipment in the wind tunnel and on the blades was not taken into
account.</p>
      <p id="d1e2262">For the wind tunnel cases, the simulations were performed until convergence
of the loads was achieved. This occurs when the difference between the
average of torque and thrust over five revolutions and the average of the
following five revolutions is <inline-formula><mml:math id="M114" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">0.1</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>. Afterwards, the average of the last
five revolutions was used for the evaluation. For the present investigation,
45 rotor revolutions were calculated in total. The temporal discretization
corresponds to a <inline-formula><mml:math id="M115" display="inline"><mml:mrow><mml:mn mathvariant="normal">1.5</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> azimuth and <inline-formula><mml:math id="M116" display="inline"><mml:mn mathvariant="normal">100</mml:mn></mml:math></inline-formula> inner iterations for the cases
including wind tunnel walls and a <inline-formula><mml:math id="M117" display="inline"><mml:mrow><mml:mn mathvariant="normal">1.5</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> azimuth with <inline-formula><mml:math id="M118" display="inline"><mml:mn mathvariant="normal">30</mml:mn></mml:math></inline-formula> inner
iterations for the far field case.</p>
</sec>
</sec>
</sec>
<sec id="Ch1.S3">
  <title>Data acquisition</title>
      <p id="d1e2324">This section deals with the data acquisition of the velocity planes,
on-blade velocity, AoA and bending moments for
each experiment and simulation. Figure <xref ref-type="fig" rid="Ch1.F6"/> shows the
position of the velocity planes as well as the evaluation surfaces for the
CircAve (LineAve with circles) method for the AoA determination
in FLOWer (see Sect. <xref ref-type="sec" rid="Ch1.S3.SS2"/>) exemplary at
blade 1 and the surfaces used for the reduced axial velocity (RAV) method of AoA
determination in FLOWer (see Sect. <xref ref-type="sec" rid="Ch1.S3.SS2"/>).</p><?xmltex \hack{\newpage}?><?xmltex \floatpos{t}?><fig id="Ch1.F6"><caption><p id="d1e2335">Position of the velocity planes for the RAV method
(yellow), surface for the determination of the AoA with the CircAve
method (blue) and velocity planes (red).</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f06.png"/>

      </fig>

<?pagebreak page446?><sec id="Ch1.S3.SS1">
  <title>Generation of the velocity planes</title>
      <p id="d1e2349">In the experiment, the three red dots in Fig. <xref ref-type="fig" rid="Ch1.F2"/>a at
<inline-formula><mml:math id="M119" display="inline"><mml:mrow><mml:mi>x</mml:mi><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:mn mathvariant="normal">0.43</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M120" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula>, <inline-formula><mml:math id="M121" display="inline"><mml:mrow><mml:mi>x</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.5</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M122" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> and <inline-formula><mml:math id="M123" display="inline"><mml:mrow><mml:mi>x</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">1.05</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M124" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> indicate where hot-wire measurements are
conducted. A semiautomatic traverse with four cross-wire probes with a
measurement frequency of <inline-formula><mml:math id="M125" display="inline"><mml:mrow><mml:msub><mml:mi>f</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">25</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">kHz</mml:mi></mml:mrow></mml:math></inline-formula> and a cutoff frequency of
<inline-formula><mml:math id="M126" display="inline"><mml:mrow><mml:msub><mml:mi>f</mml:mi><mml:mi mathvariant="normal">cut</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">10</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">kHz</mml:mi></mml:mrow></mml:math></inline-formula> is used. Each of the 608 measurement positions, Fig. <xref ref-type="fig" rid="Ch1.F2"/>b,
in each cross section is measured for
<inline-formula><mml:math id="M127" display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mi mathvariant="normal">s</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">16</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">s</mml:mi></mml:mrow></mml:math></inline-formula>. This time is assumed to be long enough for good
statistics for the current setting as the measured integral timescale is
<inline-formula><mml:math id="M128" display="inline"><mml:mrow><mml:mo>≤</mml:mo><mml:mn mathvariant="normal">0.023</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">s</mml:mi></mml:mrow></mml:math></inline-formula>, which is considerably smaller than the acquisition time
of <inline-formula><mml:math id="M129" display="inline"><mml:mrow><mml:mn mathvariant="normal">16</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">s</mml:mi></mml:mrow></mml:math></inline-formula>. With the inflow velocity of <inline-formula><mml:math id="M130" display="inline"><mml:mrow><mml:mn mathvariant="normal">6.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> as
convective velocity, an integral length of <inline-formula><mml:math id="M131" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.023</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">s</mml:mi><mml:mo>⋅</mml:mo><mml:mn mathvariant="normal">6.5</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.15</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> is calculated based on Taylor's hypothesis.
Offset correction among the probes was realized by repeating <inline-formula><mml:math id="M132" display="inline"><mml:mn mathvariant="normal">19</mml:mn></mml:math></inline-formula>
measurement points along a vertical line with all four probes. For each
measurement position, the mean value of all four measurements was calculated
and used as reference. Subsequently, the offset of each probe was calculated.
This offset was averaged over all measurement points. Thereby, the offset for
each probe was calculated, which was then applied to all measurements in
post-processing. The calibration of the probes was performed with the help of a
nearby pitot probe at different wind tunnel velocities.</p>
      <p id="d1e2557">The error of the hot-wire measurements is the sum of the calibration setup
error (pitot tube, pressure sensor) and the hot-wire anemometry hardware. The
latter was calculated by measuring multiple points in each test case with all
probes and the largest deviation is defined as the error. In the present case
it amounts to <inline-formula><mml:math id="M133" display="inline"><mml:mrow><mml:mn mathvariant="normal">3.3</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>, which corresponds to <inline-formula><mml:math id="M134" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.33</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> in reference to
the maximum calibrated velocity. This is in good agreement with error
estimations given in literature; see <xref ref-type="bibr" rid="bib1.bibx15" id="text.55"/>. The total error,
including calibration setup, is calculated to be <inline-formula><mml:math id="M135" display="inline"><mml:mrow><mml:mn mathvariant="normal">4.4</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>, corresponding to
<inline-formula><mml:math id="M136" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.44</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d1e2625">Only the simulation including wind tunnel walls has been taken into account
for the comparison of the velocity planes. In this setup, at each point of
the numerical grid, data were extracted for the planes and averaged over five
revolutions. In order to evaluate the differences between measurement and
simulation, the results of the simulation are interpolated to a grid with the
same grid points as the measurement points and the results are subtracted.</p>
</sec>
<sec id="Ch1.S3.SS2">
  <title>Extraction of the on-blade velocity and the angle of attack</title>
      <p id="d1e2634">The AoA is the angle between the velocity, as seen by the
blade (on-blade velocity), and the airfoil chord. Generally, deriving an
AoA in rotating domain is somewhat difficult, as the AoA is a
two-dimensional value. Moreover, the blade deflects the streamtraces due to
its induction and therefore changes the value of the AoA.</p>
      <p id="d1e2637">In the experiment the AoA and the on-blade velocity are measured by
three-hole probes located at <inline-formula><mml:math id="M137" display="inline"><mml:mn mathvariant="normal">65</mml:mn></mml:math></inline-formula> and <inline-formula><mml:math id="M138" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>. The derivation of the
sectionwise values, referenced to the quarter-chord point of each section,
is detailed by <xref ref-type="bibr" rid="bib1.bibx2" id="text.56"/> and will be explained here
shortly. Generally, this measurement method is advantageous, as no static
tunnel reference pressure is needed and short tubing, as the pressure sensors
are located in the blade, mitigates possible delay effects. The three-hole
probes measure the <inline-formula><mml:math id="M139" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">probe</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M140" display="inline"><mml:mrow><mml:msub><mml:mi>U</mml:mi><mml:mrow><mml:mi mathvariant="normal">rel</mml:mi><mml:mo>,</mml:mo><mml:mi mathvariant="normal">probe</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> in reference to the
probe position upstream of the wing. These values are derived by calibration
of the pressure differences among tubes to the flow angle and velocity.
However, when mounted on the wing, the results are affected by the induction
of the blade and therefore need to be translated into the sectional AoA <inline-formula><mml:math id="M141" display="inline"><mml:mi mathvariant="italic">α</mml:mi></mml:math></inline-formula> and the relative velocity <inline-formula><mml:math id="M142" display="inline"><mml:mrow><mml:msub><mml:mi>U</mml:mi><mml:mi mathvariant="normal">rel</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. In this project a
procedure based on two-dimensional flow assumption on the wing, Fig. <xref ref-type="fig" rid="Ch1.F7"/>, was employed.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F7"><caption><p id="d1e2714">Schematic and flow chart of derivation of the sectionwise AoA <xref ref-type="bibr" rid="bib1.bibx2" id="paren.57"/>.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f07.png"/>

        </fig>

      <p id="d1e2726">Herein, <inline-formula><mml:math id="M143" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">probe</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> is first rotated into the local coordinate system,
which is based on the local chord, to derive <inline-formula><mml:math id="M144" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mrow><mml:mi mathvariant="normal">probe</mml:mi><mml:mo>,</mml:mo><mml:mi mathvariant="normal">section</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>.
Subsequently, a look-up table is used, which was derived with viscous
XFOIL <?pagebreak page447?><xref ref-type="bibr" rid="bib1.bibx14" id="paren.58"/> calculations. This table correlates the
measurement at the probes' head upstream of the wing to the actual local
section AoA <inline-formula><mml:math id="M145" display="inline"><mml:mi mathvariant="italic">α</mml:mi></mml:math></inline-formula>. Thereby, the induction effect is accounted
for and <inline-formula><mml:math id="M146" display="inline"><mml:mi mathvariant="italic">α</mml:mi></mml:math></inline-formula> and <inline-formula><mml:math id="M147" display="inline"><mml:mrow><mml:msub><mml:mi>U</mml:mi><mml:mi mathvariant="normal">rel</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> are found. The analysis showed that the
dependency of the local flow angle at the probe to the actual AoA is almost a
first-order function in the linear region of the lift polar (the AoA range
in which the lift has a nearly constant slope). The approximated equation (Eq. <xref ref-type="disp-formula" rid="Ch1.E1"/>)
gives information about the order of conversion for this
2-D approach.
            <disp-formula id="Ch1.E1" content-type="numbered"><mml:math id="M148" display="block"><mml:mrow><mml:mi mathvariant="italic">α</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.58</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup><mml:mo>⋅</mml:mo><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">probe</mml:mi></mml:msub><mml:mo>-</mml:mo><mml:mn mathvariant="normal">0.64</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></disp-formula>
          The data set was created by analyzing polars from <inline-formula><mml:math id="M149" display="inline"><mml:mrow><mml:mi mathvariant="italic">α</mml:mi><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:mn mathvariant="normal">30</mml:mn></mml:mrow></mml:math></inline-formula> to
<inline-formula><mml:math id="M150" display="inline"><mml:mrow><mml:mn mathvariant="normal">30</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> in steps of <inline-formula><mml:math id="M151" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.5</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>. Steps in between are interpolated. This
procedure requires two-dimensional flow over the blade, which is assumed to
be appropriate in this case, in comparison to quantitative tuft flow analysis
<xref ref-type="bibr" rid="bib1.bibx49" id="paren.59"/>, which indicated few three-dimensional effects
on the surface flow.</p>
      <p id="d1e2861">In order to estimate the measurement error of the three-hole probes, data
sets from calibrations of the probe alone and of measurements of the probe
installed in a 2-D-wing setup were analyzed. The data sets include variation
in AoA from <inline-formula><mml:math id="M152" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">30</mml:mn></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math id="M153" display="inline"><mml:mrow><mml:mn mathvariant="normal">30</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> and the variation in the free-stream
velocity. From this analysis, which also includes the error of the induction
correction and sensor uncertainties, the maximal absolute error for AoA was
estimated to be <inline-formula><mml:math id="M154" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.8</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> (considering only the attached flow regime) and
for the on-blade velocity it was estimated to be <inline-formula><mml:math id="M155" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.4</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d1e2918">In QBlade, the AoAs are evaluated at the quarter chord
position of the airfoils at the lifting line (the bound vorticity) of the
rotor blades. The AoA is calculated from the part of the absolute
velocity vector that lies inside the respective airfoils cross-sectional
plane – which corresponds to the on-blade velocity. The absolute velocity
vector itself is a superposition of the inflow, relative, wake-induced and
self-induced velocity vectors.</p>
      <p id="d1e2921">Different methods to derive the effective sectional AoA from 3-D CFD-predicted flow fields are compared and evaluated by
<xref ref-type="bibr" rid="bib1.bibx24" id="text.60"/>. Details of the methods are described in that
paper. The two methods, which are most suitable for the present case,
are used for the AoA extraction shown in this paper. The RAV method uses two planes, one
upstream and one downstream of the rotor (see Fig. <xref ref-type="fig" rid="Ch1.F6"/>). In
these planes, the average velocities are calculated and afterwards the
velocity components are used to determine the velocity in the rotor plane
without the induction of the blade. The method is based on the method of
<xref ref-type="bibr" rid="bib1.bibx22" id="text.61"/>, who determined airfoil characteristics from 3-D
CFD rotor computations. It was successfully applied by
<xref ref-type="bibr" rid="bib1.bibx23" id="text.62"/> to investigate unsteady 3-D effects on trailing
edge flaps, and by <xref ref-type="bibr" rid="bib1.bibx26" id="text.63"/> for CFD analysis of a
two-bladed multi-megawatt turbine. In the line averaging method (LineAve
or CircAve), the AoA is determined by averaging the velocity over a
closed line around each blade cut (see Fig. <xref ref-type="fig" rid="Ch1.F6"/>). For both
approaches, the results are averaged over five revolutions.</p>
</sec>
<sec id="Ch1.S3.SS3">
  <title>Determination of the bending moments</title>
      <p id="d1e2948">In the present paper, the flapwise (out of plane) moment (<inline-formula><mml:math id="M156" display="inline"><mml:mrow><mml:msub><mml:mi>M</mml:mi><mml:mi>y</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>) and the
edgewise (in plane) moment (<inline-formula><mml:math id="M157" display="inline"><mml:mrow><mml:msub><mml:mi>M</mml:mi><mml:mi>x</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>) are investigated.</p>
      <p id="d1e2973">Due to problems with the full-bridge strain-gauge setup in the experiment,
strong fluctuations are visible in the raw data and heavy filtering was
necessary. Therefore, the bending moments cannot yet be considered a valid
basis for quantitative comparisons and code validation purposes.</p>
      <p id="d1e2976">In the LLFVW method of QBlade the blade bending moments are
evaluated by summing up the elemental blade forces, obtained from an
integration of the normal and tangential forces along the blade span that are
obtained via the stored airfoil coefficients.</p>
      <p id="d1e2979">In the CFD simulation, the bending moments in the blade root result
from the pressure and friction on the blade surface. For each surface cell
the forces are computed and multiplied with the corresponding radius. Then
they are averaged over five revolutions.</p>
</sec>
</sec>
<sec id="Ch1.S4">
  <title>Results and discussion</title>
<sec id="Ch1.S4.SS1">
  <title>Comparison of the velocity planes</title>
      <p id="d1e2994">The velocity planes, which are taken into account in the present study, are
placed <inline-formula><mml:math id="M158" display="inline"><mml:mn mathvariant="normal">0.43</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M159" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> upstream and <inline-formula><mml:math id="M160" display="inline"><mml:mn mathvariant="normal">0.5</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M161" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> downstream of the rotor plane (see Fig. <xref ref-type="fig" rid="Ch1.F6"/>).
The plane <inline-formula><mml:math id="M162" display="inline"><mml:mn mathvariant="normal">1.05</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M163" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> downstream of the rotor plane (see
Fig. <xref ref-type="fig" rid="Ch1.F2"/>) is neglected in the present study, as the evaluation
would not have brought further benefit for the paper. Moreover, at this
location, the influence of the nozzle is already present, which influences
the wake development on top of the wind tunnel walls.</p>
      <p id="d1e3044">Figure <xref ref-type="fig" rid="Ch1.F8"/>a shows the velocity in <inline-formula><mml:math id="M164" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> direction for
the measurement and Fig. <xref ref-type="fig" rid="Ch1.F8"/>b for the FLOWer wind tunnel
simulation <inline-formula><mml:math id="M165" display="inline"><mml:mn mathvariant="normal">0.43</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M166" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> upstream of the rotor plane. The measuring points are
shown as black dots. The dimensions of the wind tunnel, as well as the model
wind turbine, are illustrated by dashed lines. Moreover, an isoline with the
undisturbed inflow velocity of <inline-formula><mml:math id="M167" display="inline"><mml:mrow><mml:mn mathvariant="normal">6.5</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> is shown. The view
direction in this picture, and in all following figures of the velocity
planes, is from downstream to upstream.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F8"><caption><p id="d1e3095">: Hot-wire measurements <bold>(a)</bold> and simulated velocity
plane <bold>(b)</bold>
of the <inline-formula><mml:math id="M168" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> velocity <inline-formula><mml:math id="M169" display="inline"><mml:mn mathvariant="normal">0.43</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M170" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> upstream of the rotor plane. The dashed lines
illustrate the wind tunnel and the turbine. Isolines show the undisturbed
inflow velocity of <inline-formula><mml:math id="M171" display="inline"><mml:mrow><mml:mn mathvariant="normal">6.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>. The dots in <bold>(a)</bold> show the
discrete measuring points.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f08.png"/>

        </fig>

      <p id="d1e3155">The turbine blockage effect can be observed in both figures. However, the
velocity distribution in the simulation is smoother and axisymmetric, leading
to a clearly defined blockage, whereas it is more frayed in the experiment.
Due to the location of the settling chamber after a corner, see Fig. <xref ref-type="fig" rid="Ch1.F2"/>,
the measured <inline-formula><mml:math id="M172" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> velocity on the left side differs slightly
from the velocity on the right side. Additionally, a difference at the bottom
and upper position is apparent. Due to construction reasons, the mounting
of the aforementioned filter mat (see Sect. <xref ref-type="sec" rid="Ch1.S2.SS2.SSS1"/>)
leaves a small gap at the ceiling of the wind tunnel; a small velocity
overshoot is present at the top of the inflow test section. In the
simulation, a slightly higher velocity can be seen in the corners of the wind
tunnel.</p>
      <?pagebreak page448?><p id="d1e3170">In the experiment, multiple causes of possible measurement errors, such as
temperature compensation or induction of the traversing system, are analyzed
and ruled out. Therefore, the horizontal inequalities seem to result from the
design of the wind tunnel. More information about the hot-wire measurements
and possible reasons for the inequality of the flow field can be found in
<xref ref-type="bibr" rid="bib1.bibx2" id="text.64"/>.</p>
      <p id="d1e3176">Table <xref ref-type="table" rid="Ch1.T5"/> gives an overview of some mean parameters
characterizing the velocity plane <inline-formula><mml:math id="M173" display="inline"><mml:mn mathvariant="normal">0.43</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M174" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> upstream of the rotor plane. In the
experiment, the averaging was carried out over the measuring time, in the simulation
over five revolutions.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T5"><caption><p id="d1e3198">Mean parameters for the velocity plane <inline-formula><mml:math id="M175" display="inline"><mml:mn mathvariant="normal">0.43</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M176" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> upstream of the rotor plane.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="4">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M177" display="inline"><mml:mover accent="true"><mml:mi>u</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:math></inline-formula> (<inline-formula><mml:math id="M178" display="inline"><mml:mrow><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>)</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M179" display="inline"><mml:mover accent="true"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi>u</mml:mi></mml:msub></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:math></inline-formula> (<inline-formula><mml:math id="M180" display="inline"><mml:mrow><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>)</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M181" display="inline"><mml:mrow><mml:msub><mml:mover accent="true"><mml:mtext>Ti</mml:mtext><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mi mathvariant="normal">global</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:mi>u</mml:mi><mml:mi>v</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> (<inline-formula><mml:math id="M182" display="inline"><mml:mi mathvariant="normal">%</mml:mi></mml:math></inline-formula>)</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">Measurement</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M183" display="inline"><mml:mn mathvariant="normal">6.42</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M184" display="inline"><mml:mrow><mml:mn mathvariant="normal">8.50</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M185" display="inline"><mml:mn mathvariant="normal">1.20</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M186" display="inline"><mml:mn mathvariant="normal">6.47</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">–</oasis:entry>
         <oasis:entry colname="col4">–</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d1e3394">The mean velocities in the streamwise direction are slightly smaller than the
desired velocity, both for measurement and simulation. However, as the
differences are <inline-formula><mml:math id="M187" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">0.5</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> in the simulation and <inline-formula><mml:math id="M188" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">1</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> in the
measurement, the reference velocity can still be considered to be
<inline-formula><mml:math id="M189" display="inline"><mml:mrow><mml:mn mathvariant="normal">6.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> As uniform inflow was used in the present simulation, the
standard deviation and turbulence intensity are negligible. The turbulence
intensity of the measurement corresponds to the value of the wind tunnel,
which was already mentioned in Sect. <xref ref-type="sec" rid="Ch1.S2.SS2.SSS1"/>. The
unsteady inflow in the experiment and the uniform inflow in the simulation
lead to a discrepancy in the setups. The influence of the turbulence on the
results will be discussed later in this document and reviewed in future
investigations.</p>
      <p id="d1e3445">In Fig. <xref ref-type="fig" rid="Ch1.F9"/>, the relative difference between
simulation and measurement with regard to the mean inflow velocity of
<inline-formula><mml:math id="M190" display="inline"><mml:mrow><mml:mn mathvariant="normal">6.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> is shown.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F9"><caption><p id="d1e3473">Relative velocity difference between measurement and simulation with
regard to the undisturbed reference inflow velocity of <inline-formula><mml:math id="M191" display="inline"><mml:mrow><mml:mn mathvariant="normal">6.5</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>,
<inline-formula><mml:math id="M192" display="inline"><mml:mn mathvariant="normal">0.43</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M193" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> upstream of the rotor plane. The dashed lines illustrate the wind
tunnel and the turbine. Isolines show <inline-formula><mml:math id="M194" display="inline"><mml:mrow><mml:mn mathvariant="normal">0</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> deviation. The dots show the
discrete evaluation points.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f09.png"/>

        </fig>

      <p id="d1e3527">The differences between both velocity planes are small as the average
deviation amounts to <inline-formula><mml:math id="M195" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">3</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>. Except for a small area at the bottom of the
wind tunnel (around <inline-formula><mml:math id="M196" display="inline"><mml:mrow><mml:mi>z</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.5</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> and between <inline-formula><mml:math id="M197" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mo>&lt;</mml:mo><mml:mi>y</mml:mi><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">0</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula>), the difference is lower than <inline-formula><mml:math id="M198" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">10</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> of the desired inflow
velocity, which corresponds to <inline-formula><mml:math id="M199" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">0.65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d1e3617">Figure <xref ref-type="fig" rid="Ch1.F10"/> shows the velocity in <inline-formula><mml:math id="M200" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> direction <inline-formula><mml:math id="M201" display="inline"><mml:mn mathvariant="normal">0.5</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M202" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula>
downstream of the rotor plane, for the measurement (top) and for the
simulation (bottom). Again, the measuring points are<?pagebreak page449?> indicated by black dots,
the dimensions of the wind tunnel and the model wind turbine by dashed lines.
An isoline with the mean velocity of <inline-formula><mml:math id="M203" display="inline"><mml:mrow><mml:mn mathvariant="normal">6.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> is shown, too.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F10"><caption><p id="d1e3665">Hot-wire measurements <bold>(a)</bold> and simulated velocity plane <bold>(b)</bold> of
the <inline-formula><mml:math id="M204" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> velocity <inline-formula><mml:math id="M205" display="inline"><mml:mn mathvariant="normal">0.5</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M206" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> downstream of the rotor plane. The dashed lines
illustrate the wind tunnel and the turbine. Isolines show the mean inflow
velocity of <inline-formula><mml:math id="M207" display="inline"><mml:mrow><mml:mn mathvariant="normal">6.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>. The dots in <bold>(a)</bold> show the
discrete measuring points.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f10.png"/>

        </fig>

      <p id="d1e3725">Some aspects, as already seen upstream of the rotor
(Fig. <xref ref-type="fig" rid="Ch1.F8"/>),
are apparent downstream of the rotor, too, for
example the higher velocity over the ceiling in the measurement or the
smoother, axisymmetric streamwise velocity in the simulation. In Fig. 10a, b the wake of the rotor, indicated by lower velocity, can be
seen clearly. Around the rotor, as a result of limited space due to the wind
tunnel walls, higher velocities are achieved. Again, in the experiment, the
velocity at the upper part of the wind tunnel is slightly higher than at the
bottom.</p>
      <p id="d1e3731">This missing turbulence in the simulated wind tunnel is the reason why the
border of the rotor wake is almost a perfect circle in the lower picture,
whereas it is more smeared in the measurement. The decay of the tip vortices
has not yet started so shortly behind the rotor plane. As the simulation has
a finer resolution, the velocity distribution is smoother there. In the
simulation, there is a stronger velocity deficit in the wake of the nacelle.
This can have several reasons. In the simulation, the missing inflow
turbulence might have a small effect on the stability of the wake, but it is
certainly not the main reason for the deviation; see
<xref ref-type="bibr" rid="bib1.bibx32" id="text.65"/>. In the experiment, the boundary layer of the
nacelle is not tripped, whereas a fully turbulent approach is used in the
simulation. These differences concerning the boundary layer of the nacelle
might lead to a different recovery of the wake of the nacelle. Due to the
flow separation on the nacelle, the flow in the wake of the nacelle is highly
unsteady and the main flow direction is not clearly defined (angles larger
than <inline-formula><mml:math id="M208" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">60</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> occur in the simulation), whereby proper working
conditions of the <inline-formula><mml:math id="M209" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula>-wire probe are no longer guaranteed. Therefore, the
measured <inline-formula><mml:math id="M210" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> component of the velocity is influenced by the <inline-formula><mml:math id="M211" display="inline"><mml:mi>y</mml:mi></mml:math></inline-formula> and <inline-formula><mml:math id="M212" display="inline"><mml:mi>z</mml:mi></mml:math></inline-formula> components,
which could also lead to deviations between measurement and simulation.</p>
      <p id="d1e3780">An overview of some mean parameters characterizing the velocity plane <inline-formula><mml:math id="M213" display="inline"><mml:mn mathvariant="normal">0.5</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M214" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula>
downstream of the rotor plane are given in Table <xref ref-type="table" rid="Ch1.T6"/>.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T6"><caption><p id="d1e3802">Mean parameters for the velocity plane <inline-formula><mml:math id="M215" display="inline"><mml:mn mathvariant="normal">0.5</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M216" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> downstream of the rotor plane.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="4">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M217" display="inline"><mml:mover accent="true"><mml:mi>u</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:math></inline-formula> (<inline-formula><mml:math id="M218" display="inline"><mml:mrow><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>)</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M219" display="inline"><mml:mover accent="true"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi>u</mml:mi></mml:msub></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:math></inline-formula> (<inline-formula><mml:math id="M220" display="inline"><mml:mrow><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>)</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M221" display="inline"><mml:mrow><mml:msub><mml:mover accent="true"><mml:mtext>Ti</mml:mtext><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mi mathvariant="normal">global</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:mi>u</mml:mi><mml:mi>v</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> (<inline-formula><mml:math id="M222" display="inline"><mml:mi mathvariant="normal">%</mml:mi></mml:math></inline-formula>)</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">Measurement</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M223" display="inline"><mml:mn mathvariant="normal">6.53</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M224" display="inline"><mml:mrow><mml:mn mathvariant="normal">6.76</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M225" display="inline"><mml:mn mathvariant="normal">7.01</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M226" display="inline"><mml:mn mathvariant="normal">6.48</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M227" display="inline"><mml:mrow><mml:mn mathvariant="normal">3.17</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M228" display="inline"><mml:mn mathvariant="normal">3.71</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d1e4019">Again, the mean velocity almost corresponds to the desired reference
velocity, as the differences between the actual velocity and
<inline-formula><mml:math id="M229" display="inline"><mml:mrow><mml:mn mathvariant="normal">6.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> are <inline-formula><mml:math id="M230" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">0.5</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> for both measurement and simulation. Due to
the closed wind tunnel and the mass continuity, bigger differences would not
have been physical. As the tip and root vortices, as well as the separation
behind the nacelle, lead to velocity fluctuations, the standard deviation, as
well as the turbulence intensity, increase compared to the plane upstream
from
the rotor; see Table <xref ref-type="table" rid="Ch1.T5"/>. Through the superposition of the
vortices created by the turbine and the inflow turbulence, the values for the
measurement are still larger. As the present wind tunnel is a circuit wind
tunnel, effects like pumping might occur. And due to the long measurement
time of the hot-wire probes, these fluctuations might also be included in the
values shown in Table <xref ref-type="table" rid="Ch1.T6"/>.</p>
      <p id="d1e4059">Figure <xref ref-type="fig" rid="Ch1.F11"/> shows the relative difference between
simulation and measurement with regard to the mean inflow velocity of
<inline-formula><mml:math id="M231" display="inline"><mml:mrow><mml:mn mathvariant="normal">6.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F11"><caption><p id="d1e4087">Relative velocity difference between measurement and simulation with
regard to the undisturbed reference inflow velocity of <inline-formula><mml:math id="M232" display="inline"><mml:mrow><mml:mn mathvariant="normal">6.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>,
<inline-formula><mml:math id="M233" display="inline"><mml:mn mathvariant="normal">0.5</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M234" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> downstream of the rotor plane. The dashed lines illustrate the wind
tunnel and the turbine. Isolines show <inline-formula><mml:math id="M235" display="inline"><mml:mrow><mml:mn mathvariant="normal">10</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> deviation. The dots show the
discrete evaluation points.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f11.png"/>

        </fig>

      <?pagebreak page450?><p id="d1e4141">It can be seen that in the wake of the nacelle and in the area of the tip
vortices, the differences between simulation and measurement are higher than
<inline-formula><mml:math id="M236" display="inline"><mml:mrow><mml:mn mathvariant="normal">10</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>. In the remaining part, the difference is smaller. The mean deviation
amounts to <inline-formula><mml:math id="M237" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">7</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>, which is considerably higher than the value for the
plane upstream of the turbine. The reason for the high value is primarily the
area in the wake of the nacelle, where differences <inline-formula><mml:math id="M238" display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">50</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> occur. If a
circular area with a radius <inline-formula><mml:math id="M239" display="inline"><mml:mrow><mml:mi>r</mml:mi><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">0.56</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> and its origin at the center of
the rotor is neglected in the averaging, the mean deviation reduces to <inline-formula><mml:math id="M240" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">6</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>
as the mean deviation in this area itself amounts to about <inline-formula><mml:math id="M241" display="inline"><mml:mrow><mml:mn mathvariant="normal">31</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>. Thereby it
has to be kept in mind that due to the large flow angles in the wake of the
nacelle, the measured values in this area have to be treated with caution.</p>
      <p id="d1e4221">All things considered, the accordance between experiment and simulation is
acceptable, as the differences are, except for some parts in the outer region
of the rotor and in the wake of the nacelle, smaller than
<inline-formula><mml:math id="M242" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">0.65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>.</p>
</sec>
<sec id="Ch1.S4.SS2">
  <title>Analysis of the on-blade velocity</title>
      <p id="d1e4252">Hereinafter, the on-blade velocity, meaning the velocity seen by the blade
section at a distinct radial position, for CaseBASE for the experiment,
QBlade and FLOWer (both methods RAV and CircAve)
are displayed at two different rotor locations (<inline-formula><mml:math id="M243" display="inline"><mml:mn mathvariant="normal">65</mml:mn></mml:math></inline-formula> and <inline-formula><mml:math id="M244" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>) over the
azimuth (Fig. <xref ref-type="fig" rid="Ch1.F12"/>). A radius of <inline-formula><mml:math id="M245" display="inline"><mml:mrow><mml:mn mathvariant="normal">0</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> corresponds to the
rotor center, whereas an azimuth of <inline-formula><mml:math id="M246" display="inline"><mml:mrow><mml:mn mathvariant="normal">0</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> corresponds to the top
position of the first blade.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F12"><caption><p id="d1e4306">On-blade velocity distribution over the azimuth for CaseBASE for the experiment,
QBlade and FLOWer (RAV and CircAve for wind tunnel and far field each) at <inline-formula><mml:math id="M247" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> <bold>(a)</bold> and
<inline-formula><mml:math id="M248" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> <bold>(b)</bold>.</p></caption>
          <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f12.png"/>

        </fig>

      <p id="d1e4349">At <inline-formula><mml:math id="M249" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>, the simulations overestimate the velocity; at <inline-formula><mml:math id="M250" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> there is a
better accordance between the simulation results and the experiment. The
difference caused by the different inflow turbulence is even less pronounced
at the on-blade velocity compared to the velocity planes, as the rotational
velocity has a much higher influence than the inflow velocity. Therefore, the
fluctuations in the measurements are not so distinct and the differences
between measurement and simulation caused by the inflow turbulence are small.
For their cases with and without free-stream turbulence,
<xref ref-type="bibr" rid="bib1.bibx32" id="text.66"/> also experienced only small differences in the
drag coefficient, which depends on the AoA and consequently also
on the on-blade velocity. The higher fluctuations in the experiment at the
outer radial position might be a result of a vibration of the mounting of the
probe. The averaged standard deviation for the measured velocity amounts to
<inline-formula><mml:math id="M251" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mi mathvariant="normal">on</mml:mi><mml:mo>-</mml:mo><mml:mi mathvariant="normal">blade</mml:mi></mml:mrow></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.11</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> and
<inline-formula><mml:math id="M252" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mi mathvariant="normal">on</mml:mi><mml:mo>-</mml:mo><mml:mi mathvariant="normal">blade</mml:mi></mml:mrow></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.08</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d1e4473">In order to better assess the quantitative differences among the curves,
Table <xref ref-type="table" rid="Ch1.T7"/> gives an overview of the relative differences
between the experiment and the different simulation results of the averaged
on-blade velocity (<inline-formula><mml:math id="M253" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mover accent="true"><mml:mi>v</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mo>=</mml:mo><mml:mover accent="true"><mml:mrow><mml:msub><mml:mi>v</mml:mi><mml:mi mathvariant="normal">Sim</mml:mi></mml:msub></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mo>-</mml:mo><mml:mover accent="true"><mml:mrow><mml:msub><mml:mi>v</mml:mi><mml:mi mathvariant="normal">Exp</mml:mi></mml:msub></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>) for CaseBASE at both probe
positions.</p>
      <?pagebreak page451?><p id="d1e4514">The reference velocity in each case is the undisturbed velocity at the probe
position, which was calculated with
            <disp-formula id="Ch1.E2" content-type="numbered"><mml:math id="M254" display="block"><mml:mrow><mml:msub><mml:mi>v</mml:mi><mml:mi mathvariant="normal">Ref</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msqrt><mml:mrow><mml:msup><mml:msub><mml:mi>v</mml:mi><mml:mi mathvariant="normal">inflow</mml:mi></mml:msub><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>+</mml:mo><mml:mo>(</mml:mo><mml:mi mathvariant="italic">ω</mml:mi><mml:mo>⋅</mml:mo><mml:mi>R</mml:mi><mml:msup><mml:mo>)</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:msqrt></mml:mrow></mml:math></disp-formula>
          and amounts to <inline-formula><mml:math id="M255" display="inline"><mml:mrow><mml:msub><mml:mi>v</mml:mi><mml:mi mathvariant="normal">Ref</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">65</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mn mathvariant="normal">19.49</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> and
<inline-formula><mml:math id="M256" display="inline"><mml:mrow><mml:msub><mml:mi>v</mml:mi><mml:mi mathvariant="normal">Ref</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mn mathvariant="normal">24.90</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T7"><caption><p id="d1e4638">Relative differences between the experiment and the different
simulation results of the averaged on-blade velocity with respect to the
undisturbed velocity at the probe positions for CaseBASE.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="3">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"><inline-formula><mml:math id="M257" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mover accent="true"><mml:mi>v</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula> (%)</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M258" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M259" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">QBlade</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M260" display="inline"><mml:mn mathvariant="normal">2.05</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M261" display="inline"><mml:mn mathvariant="normal">0.25</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer-RAV</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M262" display="inline"><mml:mn mathvariant="normal">3.90</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M263" display="inline"><mml:mn mathvariant="normal">1.68</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer-CircAve</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M264" display="inline"><mml:mn mathvariant="normal">3.72</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M265" display="inline"><mml:mn mathvariant="normal">1.44</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer<inline-formula><mml:math id="M266" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">FF</mml:mi></mml:msub></mml:math></inline-formula>-RAV</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M267" display="inline"><mml:mn mathvariant="normal">2.31</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M268" display="inline"><mml:mn mathvariant="normal">0.68</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer<inline-formula><mml:math id="M269" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">FF</mml:mi></mml:msub></mml:math></inline-formula>-CircAve</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M270" display="inline"><mml:mn mathvariant="normal">2.10</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M271" display="inline"><mml:mn mathvariant="normal">0.43</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d1e4834">For both radial positions, all simulations match fairly well to each other,
as the differences from the experiment are relatively similar. However, all
simulations overestimate the experimental results. For the FLOWer
simulations, both methods (RAV and CircAve) show almost the
same results (<inline-formula><mml:math id="M272" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mover accent="true"><mml:mi>v</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mrow><mml:mi mathvariant="normal">FLOWer</mml:mi><mml:mo>-</mml:mo><mml:mi mathvariant="normal">RAV</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M273" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mover accent="true"><mml:mi>v</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mrow><mml:mi mathvariant="normal">FLOWer</mml:mi><mml:mo>-</mml:mo><mml:mi mathvariant="normal">CircAve</mml:mi></mml:mrow></mml:msub><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">4</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> at <inline-formula><mml:math id="M274" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M275" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mover accent="true"><mml:mi>v</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mrow><mml:mi mathvariant="normal">FLOWer</mml:mi><mml:mo>-</mml:mo><mml:mi mathvariant="normal">RAV</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M276" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mover accent="true"><mml:mi>v</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mrow><mml:mi mathvariant="normal">FLOWer</mml:mi><mml:mo>-</mml:mo><mml:mi mathvariant="normal">CircAve</mml:mi></mml:mrow></mml:msub><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">2</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>
at <inline-formula><mml:math id="M277" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>), whereby the CircAve method seems to fit better to the
experimental results. In the outer part of the blade, where the probes are
located, the on-blade velocity is dominated by the tangential velocity.
Consequently, both FLOWer setups (wind tunnel and far field), show
almost the same results, too. But due to the wind tunnel walls, the inflow
velocity in the rotor plane is slightly higher than in the far field case,
which can be seen in the marginally higher curves for the wind tunnel case.</p>
      <p id="d1e4964">With increasing radius, the difference between the wind tunnel and the far
field case decreases, as the rotational part of the velocity becomes more and
more dominant. The QBlade results are closest to the measured data,
which is surprising, as the wind tunnel walls are not taken into account in
the LLFVW simulations. Due to the lack of walls, they have a
better accordance with the FLOWer far field results than with the ones
including the walls. The influence of the tower blockage around an azimuth of
<inline-formula><mml:math id="M278" display="inline"><mml:mrow><mml:mn mathvariant="normal">180</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> can be seen at both radial positions as a small increase before
the tower passage and a small drop afterwards. The increase in the inflow
velocity is due to the displacement effect of the tower. Directly upstream of
the tower, the velocity is reduced until it has recovered shortly afterwards.
Except for this drop, the velocity is almost constant over the whole
revolution.</p>
      <p id="d1e4979">Figure <xref ref-type="fig" rid="Ch1.F13"/> shows the velocity over the azimuth under
yaw <inline-formula><mml:math id="M279" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> <inline-formula><mml:math id="M280" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>15<inline-formula><mml:math id="M281" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>. As the wind tunnel walls should not be neglected in the
present setup, a far field case under yawed conditions for FLOWer was
not simulated.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F13"><caption><p id="d1e5010">On-blade velocity distribution over the azimuth for CaseYAW15 for the experiment,
QBlade and FLOWer (RAV and CircAve) at <inline-formula><mml:math id="M282" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> <bold>(a)</bold> and <inline-formula><mml:math id="M283" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> <bold>(b)</bold>.</p></caption>
          <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f13.png"/>

        </fig>

      <p id="d1e5053">Under <inline-formula><mml:math id="M284" display="inline"><mml:mrow><mml:mn mathvariant="normal">15</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> yaw misalignment, the averaged standard deviation for the
measured velocity is the same as for CaseBASE
(<inline-formula><mml:math id="M285" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mi mathvariant="normal">on</mml:mi><mml:mo>-</mml:mo><mml:mi mathvariant="normal">blade</mml:mi></mml:mrow></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">65</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.11</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> and
<inline-formula><mml:math id="M286" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mi mathvariant="normal">on</mml:mi><mml:mo>-</mml:mo><mml:mi mathvariant="normal">blade</mml:mi></mml:mrow></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.08</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>). Table <xref ref-type="table" rid="Ch1.T8"/>
gives an overview of the relative differences
between the experiment and the different simulation results of the averaged
on-blade velocity for CaseYAW15 at both probe positions.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T8"><caption><p id="d1e5163">Relative differences between the experiment and the different simulation
results of the averaged on-blade velocity with respect to the undisturbed velocity at the probe positions for CaseYAW15.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="3">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"><inline-formula><mml:math id="M287" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mover accent="true"><mml:mi>v</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula> (%)</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M288" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M289" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">QBlade</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M290" display="inline"><mml:mn mathvariant="normal">0.96</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M291" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">0.54</mml:mn></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer-RAV</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M292" display="inline"><mml:mn mathvariant="normal">3.04</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M293" display="inline"><mml:mn mathvariant="normal">1.05</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer-CircAve</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M294" display="inline"><mml:mn mathvariant="normal">2.87</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M295" display="inline"><mml:mn mathvariant="normal">0.82</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <?pagebreak page452?><p id="d1e5300">At <inline-formula><mml:math id="M296" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>, the experimental and QBlade results are almost identical
(<inline-formula><mml:math id="M297" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mover accent="true"><mml:mi>v</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mi mathvariant="normal">QBlade</mml:mi></mml:msub><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">1</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>), whereas FLOWer predicts a
slightly higher velocity (<inline-formula><mml:math id="M298" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">0.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>, which corresponds to
<inline-formula><mml:math id="M299" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mover accent="true"><mml:mi>v</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">3</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>). At <inline-formula><mml:math id="M300" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>, there is still a
small offset between QBlade and FLOWer, but the measurement
lies between the two curves, which can also be seen at the different signs of
the differences in Table <xref ref-type="table" rid="Ch1.T8"/>. Moreover, as already seen
for the case with no yaw misalignment, the differences are smaller further
outboard. In total, the differences between experiment and simulations are
smaller than under straight inflow.</p>
      <p id="d1e5402">The influence of the tower is covered by the influence of the yaw
misalignment, which leads to stronger variations over one revolution. In the
upper part of the rotor (azimuth <inline-formula><mml:math id="M301" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 270–90<inline-formula><mml:math id="M302" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>), the blade
advances, while it retreats in the lower part
(azimuth <inline-formula><mml:math id="M303" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 90–270<inline-formula><mml:math id="M304" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>). This leads to a <inline-formula><mml:math id="M305" display="inline"><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:mi>p</mml:mi></mml:mrow></mml:math></inline-formula> variation in
inflow velocity as seen by the blade. Further information and detailed
discussions about effects occurring under yaw misalignment, like the <inline-formula><mml:math id="M306" display="inline"><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:mi>p</mml:mi></mml:mrow></mml:math></inline-formula>
variation, are summarized by <xref ref-type="bibr" rid="bib1.bibx45" id="text.67"/>.</p>
      <p id="d1e5462">In Fig. <xref ref-type="fig" rid="Ch1.F14"/>, where the velocity over the azimuth under
yaw <inline-formula><mml:math id="M307" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> <inline-formula><mml:math id="M308" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>30<inline-formula><mml:math id="M309" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> is plotted, the influence of the yaw misalignment is even
more pronounced.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F14"><caption><p id="d1e5492">On-blade velocity distribution over the azimuth for CaseYAW30 for the experiment,
QBlade and FLOWer (RAV and CircAve) at <inline-formula><mml:math id="M310" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> <bold>(a)</bold> and <inline-formula><mml:math id="M311" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> <bold>(b)</bold>.</p></caption>
          <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f14.png"/>

        </fig>

      <p id="d1e5535">Again, the averaged standard deviation for the measured velocity amounts to
<inline-formula><mml:math id="M312" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mi mathvariant="normal">on</mml:mi><mml:mo>-</mml:mo><mml:mi mathvariant="normal">blade</mml:mi></mml:mrow></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.11</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> and
<inline-formula><mml:math id="M313" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mi mathvariant="normal">on</mml:mi><mml:mo>-</mml:mo><mml:mi mathvariant="normal">blade</mml:mi></mml:mrow></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">85</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.08</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>. In Table <xref ref-type="table" rid="Ch1.T9"/>,
the relative differences between experiment and the
different simulation results of the averaged on-blade velocity for
CaseYAW30 at both probe positions are displayed.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T9"><caption><p id="d1e5633">Relative differences between the experiment and the different
simulation results of the averaged on-blade velocity with respect to the undisturbed velocity at the probe positions for CaseYAW30.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="3">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"><inline-formula><mml:math id="M314" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mover accent="true"><mml:mi>v</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula> (%)</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M315" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M316" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">QBlade</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M317" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.79</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M318" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>1.65</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer-RAV</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M319" display="inline"><mml:mn mathvariant="normal">1.41</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M320" display="inline"><mml:mn mathvariant="normal">0.11</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer-CircAve</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M321" display="inline"><mml:mn mathvariant="normal">1.30</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M322" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.1</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d1e5770">Almost the same characteristics as already mentioned with regard to Fig. <xref ref-type="fig" rid="Ch1.F13"/>
can be found for <inline-formula><mml:math id="M323" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">30</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> yaw misalignment. However,
at <inline-formula><mml:math id="M324" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>, the FLOWer results have a better agreement with the
experiment in the upper part of the rotor (270 to 90<inline-formula><mml:math id="M325" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>
azimuth) than in the lower part (90 to 270<inline-formula><mml:math id="M326" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> azimuth). At
<inline-formula><mml:math id="M327" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> the FLOWer curves and the measured curve correspond well
(<inline-formula><mml:math id="M328" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mover accent="true"><mml:mi>v</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mo>≤</mml:mo><mml:mn mathvariant="normal">0.11</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>), whereas the QBlade
results have a bigger deviation from the experimental results. Overall, the
differences between the simulated curves and the measured curves decrease
again with increasing yaw misalignment.</p>
</sec>
<sec id="Ch1.S4.SS3">
  <title>Evaluation of the angle of attack</title>
      <p id="d1e5869">As for the on-blade velocity, in the following, the AoA for CaseBASE for the
experiment, QBlade and FLOWer (both methods RAV and
CircAve) are displayed at two different rotor locations (65 and
85 %) over the azimuth (Fig. <xref ref-type="fig" rid="Ch1.F15"/>).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F15"><caption><p id="d1e5876">AoA distribution over the azimuth for CaseBASE for the experiment, QBlade and
FLOWer (RAV and CircAve for wind tunnel and far field each) at <inline-formula><mml:math id="M329" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> <bold>(a)</bold> and <inline-formula><mml:math id="M330" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> <bold>(b)</bold>.</p></caption>
          <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f15.png"/>

        </fig>

      <p id="d1e5919">The tower blockage effect can be clearly seen at azimuth <inline-formula><mml:math id="M331" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 180<inline-formula><mml:math id="M332" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>, where
the AoA has a drop of approximately <inline-formula><mml:math id="M333" display="inline"><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>. The influence of the tower
is very distinct, due to its relative large diameter, compared to the other
components of the turbine. For both, QBlade and FLOWer, the
curve is almost constant before and after this drop. The dip in the
experiment at an azimuth of approximately <inline-formula><mml:math id="M334" display="inline"><mml:mrow><mml:mn mathvariant="normal">90</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> is a result of the
traverse, which was located in the test section upstream of the rotor.</p>
      <p id="d1e5962">Table <xref ref-type="table" rid="Ch1.T10"/> gives an overview of the differences between
the
experiment and the different simulation results of the averaged AoA (<inline-formula><mml:math id="M335" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mover accent="true"><mml:mi mathvariant="italic">α</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mo>=</mml:mo><mml:mover accent="true"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">Sim</mml:mi></mml:msub></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mo>-</mml:mo><mml:mover accent="true"><mml:mrow><mml:msub><mml:mi mathvariant="italic">α</mml:mi><mml:mi mathvariant="normal">Exp</mml:mi></mml:msub></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>) for CaseBASE at both
probe positions in order to quantify them. In contrast to the on-blade
velocity, no relative values were calculated.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T10"><caption><p id="d1e6006">Differences between the experiment and the different simulation results of the angle of attack for CaseBASE.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="3">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"><inline-formula><mml:math id="M336" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mover accent="true"><mml:mi mathvariant="italic">α</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula> (<inline-formula><mml:math id="M337" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>)</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M338" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M339" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">QBlade</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M340" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>2.48</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M341" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>2.13</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer-RAV</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M342" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.23</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M343" display="inline"><mml:mn mathvariant="normal">0.03</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer-CircAve</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M344" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.08</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M345" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.03</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer<inline-formula><mml:math id="M346" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">FF</mml:mi></mml:msub></mml:math></inline-formula>-RAV</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M347" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>2.48</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M348" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>2.00</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer<inline-formula><mml:math id="M349" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">FF</mml:mi></mml:msub></mml:math></inline-formula>-CircAve</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M350" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>2.33</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M351" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>1.95</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d1e6220">There is a good accordance between the experiment and the FLOWer
results despite the fact that the simulated curves lie outside of the
measured standard deviation whose average is however small
(<inline-formula><mml:math id="M352" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="italic">α</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">65</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.10</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> and
<inline-formula><mml:math id="M353" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="italic">α</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.14</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>). Even so, they are within the range of
the maximum absolute error of <inline-formula><mml:math id="M354" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.8</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>; compare Sect. <xref ref-type="sec" rid="Ch1.S3.SS2"/>. The larger value for the more outboard region
mirrors the effect of the vibrating mounting of the probe. Both AoA
evaluation<?pagebreak page453?> methods for the FLOWer solution show almost the same
distribution, especially at <inline-formula><mml:math id="M355" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> (<inline-formula><mml:math id="M356" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mover accent="true"><mml:mi mathvariant="italic">α</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mo>≤</mml:mo><mml:mn mathvariant="normal">0.23</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> at <inline-formula><mml:math id="M357" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M358" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mover accent="true"><mml:mi mathvariant="italic">α</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mo>≤</mml:mo><mml:mn mathvariant="normal">0.03</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> at <inline-formula><mml:math id="M359" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>). Reasons for the differences can be attributed to
the different approach of the methods (RAV is averaging over time and
CircAve has a local approach; see <xref ref-type="bibr" rid="bib1.bibx24" id="altparen.68"/>). At
<inline-formula><mml:math id="M360" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>, the level of the AoA is approximately <inline-formula><mml:math id="M361" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.5</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> lower than
further outboard for the experiment, QBlade and FLOWer.</p>
      <p id="d1e6422">An offset of <inline-formula><mml:math id="M362" display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">2</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> between the simulation results of QBlade
and FLOWer (including wind tunnel walls) is present for both radial
positions. This is a result of the neglect of the wind tunnel walls in the
QBlade simulation. As the walls impede the expansion of the wake, the
velocity in the rotor plane and consequently the AoA are higher for the
case including wind tunnel. A comparison between the QBlade results
and the FLOWer results under far field conditions verifies this
assumption, as both the distributions and the offsets to the measured
values, see Table <xref ref-type="table" rid="Ch1.T10"/>, are almost similar. More
information about this phenomenon and the underlying reasons can be found in
<xref ref-type="bibr" rid="bib1.bibx16" id="text.69"/> and <xref ref-type="bibr" rid="bib1.bibx25" id="text.70"/>. The small kinks at
<inline-formula><mml:math id="M363" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">90</mml:mn></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M364" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">270</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> azimuth in the QBlade
results are a result of the usage of the tower model. This model has to be
switched on at a certain blade position. In the present simulations this is
carried out as soon as the blade position is located below the nacelle, leading to a
discontinuity, which is reduced through interpolation. However, as the tower
has a relatively large diameter, the kink cannot be completely prevented.</p>
      <p id="d1e6472">A comparison of the AoA distribution calculated by QBlade and
FLOWer over the normalized radius at an azimuth <inline-formula><mml:math id="M365" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0<inline-formula><mml:math id="M366" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> for the wind
tunnel and far field cases is shown in Fig. <xref ref-type="fig" rid="Ch1.F16"/>.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F16"><caption><p id="d1e6495">AoA distribution over the normalized blade radius at an azimuth <inline-formula><mml:math id="M367" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0<inline-formula><mml:math id="M368" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>
for QBlade and FLOWer (RAV and CircAve for wind tunnel
and far field each). Black lines indicate the evaluation positions of Figs. <xref ref-type="fig" rid="Ch1.F15"/>, <xref ref-type="fig" rid="Ch1.F17"/> and <xref ref-type="fig" rid="Ch1.F18"/>.</p></caption>
          <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f16.png"/>

        </fig>

      <p id="d1e6527">Again, the influence of the wind tunnel can be seen in the constant offset
between the two FLOWer cases. As already seen in Fig. <xref ref-type="fig" rid="Ch1.F15"/> and Table <xref ref-type="table" rid="Ch1.T10"/>, the offset between the
RAV and the CircAve results amounts to <inline-formula><mml:math id="M369" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">0.15</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> at
<inline-formula><mml:math id="M370" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> and decreases to <inline-formula><mml:math id="M371" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">0.06</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> at <inline-formula><mml:math id="M372" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> for both cases
(far field and wind tunnel). As already mentioned, the differences are a
result of the different approaches of the two methods; see
<xref ref-type="bibr" rid="bib1.bibx24" id="text.71"/>. Between approximately <inline-formula><mml:math id="M373" display="inline"><mml:mn mathvariant="normal">40</mml:mn></mml:math></inline-formula> and <inline-formula><mml:math id="M374" display="inline"><mml:mrow><mml:mn mathvariant="normal">90</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> of<?pagebreak page454?> the
radius, there is a good accordance between the QBlade and the
RAV solution of the FLOWer far field case.</p>
      <p id="d1e6612">Figure <xref ref-type="fig" rid="Ch1.F17"/> shows the AoA over the azimuth under yaw <inline-formula><mml:math id="M375" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> <inline-formula><mml:math id="M376" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>15<inline-formula><mml:math id="M377" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F17"><caption><p id="d1e6642">AoA distribution over the azimuth for CaseYAW15 for the experiment,
QBlade and FLOWer (RAV and CircAve) at <inline-formula><mml:math id="M378" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> <bold>(a)</bold> and <inline-formula><mml:math id="M379" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> <bold>(b)</bold>.</p></caption>
          <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f17.png"/>

        </fig>

      <p id="d1e6685">The same characteristics as under yaw <inline-formula><mml:math id="M380" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0<inline-formula><mml:math id="M381" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> can also be seen in Fig. <xref ref-type="fig" rid="Ch1.F17"/>
under yaw <inline-formula><mml:math id="M382" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> <inline-formula><mml:math id="M383" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>15<inline-formula><mml:math id="M384" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>. Again, the influences of the
tower blockage and the traverse are clearly visible. Unlike in CaseBASE,
the AoA is not constant before and after the drop caused by the tower, due to
the yaw misalignment.</p>
      <p id="d1e6730">In Table <xref ref-type="table" rid="Ch1.T11"/>, an overview of the differences between
experiment and the different simulation results of the averaged AoA for CaseYAW15 at both probe positions is given.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T11"><caption><p id="d1e6739">Differences between the experiment and the different simulation results of the angle of attack for CaseYAW15.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="3">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"><inline-formula><mml:math id="M385" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mover accent="true"><mml:mi mathvariant="italic">α</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula> (<inline-formula><mml:math id="M386" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>)</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M387" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M388" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">QBlade</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M389" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>2.05</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M390" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>1.76</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer-RAV</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M391" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.18</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M392" display="inline"><mml:mn mathvariant="normal">0.13</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer-CircAve</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M393" display="inline"><mml:mn mathvariant="normal">0.01</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M394" display="inline"><mml:mn mathvariant="normal">0.07</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d1e6885">As in CaseBASE, the FLOWer results show a good agreement with the
measurements at both radial positions (<inline-formula><mml:math id="M395" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mover accent="true"><mml:mi mathvariant="italic">α</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mo>≤</mml:mo><mml:mn mathvariant="normal">0.18</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> at <inline-formula><mml:math id="M396" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M397" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mover accent="true"><mml:mi mathvariant="italic">α</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mo>≤</mml:mo><mml:mn mathvariant="normal">0.13</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> at <inline-formula><mml:math id="M398" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>) and the average of the measured deviation is again
small and similar to the values for the CaseBASE
(<inline-formula><mml:math id="M399" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="italic">α</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">65</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.10</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> and
<inline-formula><mml:math id="M400" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="italic">α</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">85</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.14</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>). Again, the differences of the
CFD results including wind tunnel are smaller than the maximal
absolute error of <inline-formula><mml:math id="M401" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.8</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>. The two different evaluation methods for
FLOWer show almost the same results, too. The difference between the
two radial positions amounts to approximately <inline-formula><mml:math id="M402" display="inline"><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> for all setups. The
offset between QBlade and FLOWer is <inline-formula><mml:math id="M403" display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">1.8</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> but
smaller than for case CaseBASE and can still be attributed to the influence
of the wind tunnel walls. The reduction of the difference between
QBlade and FLOWer is a result of the yaw misalignment. Through
the rotation of the rotor plane out of the inflow plane, the projected plane
becomes smaller, leading to a smaller blockage in the wind tunnel. As the change
of the projected area follows the cosine function, the changes in the
differences are not linear. As already mentioned, a far field case under yaw
misalignment for FLOWer was not simulated. The kinks at
<inline-formula><mml:math id="M404" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">90</mml:mn></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M405" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">270</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> azimuth are still present, but
less pronounced.</p>
      <p id="d1e7097">In Fig. <xref ref-type="fig" rid="Ch1.F18"/> the AoA distribution over the azimuth for a yaw
misalignment of <inline-formula><mml:math id="M406" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>30<inline-formula><mml:math id="M407" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> can be seen.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F18"><caption><p id="d1e7120">AoA distribution over the azimuth for CaseYAW30 for the experiment, QBlade
and FLOWer (RAV and CircAve) at <inline-formula><mml:math id="M408" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> <bold>(a)</bold> and <inline-formula><mml:math id="M409" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula> <bold>(b)</bold>.</p></caption>
          <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f18.png"/>

        </fig>

      <p id="d1e7163">The effects of the tower blockage and the traverse are still visible. The
effects caused by the yaw misalignment are more pronounced here.</p>
      <p id="d1e7167">An overview of the differences between experiment and the different
simulation results of the averaged AoA for CaseYAW30 at both
probe positions is given in Table <xref ref-type="table" rid="Ch1.T12"/>.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T12"><caption><p id="d1e7175">Differences between the experiment and the different simulation results of the angle of attack for CaseYAW30.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="3">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"><inline-formula><mml:math id="M410" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mover accent="true"><mml:mi mathvariant="italic">α</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula> (<inline-formula><mml:math id="M411" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>)</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M412" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M413" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">QBlade</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M414" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>1.32</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M415" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>1.25</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer-RAV</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M416" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.02</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M417" display="inline"><mml:mn mathvariant="normal">0.11</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">FLOWer-CircAve</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M418" display="inline"><mml:mn mathvariant="normal">0.23</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M419" display="inline"><mml:mn mathvariant="normal">0.12</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <?pagebreak page455?><p id="d1e7321">At <inline-formula><mml:math id="M420" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>, there is a difference between the measurement and FLOWer
results at the downward-moving blade (azimuth <inline-formula><mml:math id="M421" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0–180<inline-formula><mml:math id="M422" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>),
probably due to the traverse placed in the wind tunnel, whereas there is a
good agreement at the upward-moving blade
(azimuth <inline-formula><mml:math id="M423" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 180–360<inline-formula><mml:math id="M424" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>). The average accordance between the
experiment and the FLOWer simulations is satisfactory, as the
differences are small (<inline-formula><mml:math id="M425" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mover accent="true"><mml:mi mathvariant="italic">α</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mo>≤</mml:mo><mml:mn mathvariant="normal">0.23</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>). Further outboard, the curves correspond very well over the
whole revolution (<inline-formula><mml:math id="M426" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mover accent="true"><mml:mi mathvariant="italic">α</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mi mathvariant="normal">FLOWer</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mo>≤</mml:mo><mml:mn mathvariant="normal">0.12</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>),
except for the dip at a <inline-formula><mml:math id="M427" display="inline"><mml:mrow><mml:mn mathvariant="normal">90</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> azimuth. The average of the deviation
amounts to <inline-formula><mml:math id="M428" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="italic">α</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">65</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi>R</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.09</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> and
<inline-formula><mml:math id="M429" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="italic">α</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.13</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>, which can be considered small. The
offset between QBlade and FLOWer, due to the missing wind
tunnel walls in QBlade, has decreased and amounts now to <inline-formula><mml:math id="M430" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">1.6</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d1e7512">For all three cases (CaseBASE, CaseYAW15 and CaseYAW30) at both radial
positions, despite the constant offset from the QBlade results, the
amplitude and phase of the AoA of the experiment, QBlade and FLOWer
have a good agreement.</p>
</sec>
<sec id="Ch1.S4.SS4">
  <title>Investigation of the bending moments</title>
      <p id="d1e7521">In the following, the flapwise bending moments (out of plane, <inline-formula><mml:math id="M431" display="inline"><mml:mrow><mml:msub><mml:mi>M</mml:mi><mml:mi>y</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>) for one
blade, simulated with QBlade and FLOWer, are compared to each
other for all three cases. Figure <xref ref-type="fig" rid="Ch1.F19"/> shows the curves for CaseBASE
(Fig. <xref ref-type="fig" rid="Ch1.F19"/>a), CaseYAW15 (Fig. <xref ref-type="fig" rid="Ch1.F19"/>b) and CaseYAW30 (Fig. <xref ref-type="fig" rid="Ch1.F19"/>c).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F19"><caption><p id="d1e7545">Simulated flapwise bending moment (<inline-formula><mml:math id="M432" display="inline"><mml:mrow><mml:msub><mml:mi>M</mml:mi><mml:mi>y</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>) over the azimuth for CaseBASE <bold>(a)</bold>, CaseYAW15 <bold>(b)</bold>
and CaseYAW30 <bold>(c)</bold> for QBlade and FLOWer.</p></caption>
          <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f19.png"/>

        </fig>

      <p id="d1e7574">As the forces and moments mainly depend on the AoA, the same characteristics
(tower shadow, influence of yaw misalignment, etc.) as in Figs. <xref ref-type="fig" rid="Ch1.F15"/>, <xref ref-type="fig" rid="Ch1.F17"/> and <xref ref-type="fig" rid="Ch1.F18"/>
can be seen in Fig. <xref ref-type="fig" rid="Ch1.F19"/>, as they cascade down from the AoA to the
loads.</p>
      <p id="d1e7585">In Table <xref ref-type="table" rid="Ch1.T13"/>, the relative differences among the
simulation results of the flapwise bending moment are displayed.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T13"><caption><p id="d1e7594">Relative differences among the different simulation results of the
averaged flapwise bending moment with respect to the FLOWer solution including wind tunnel walls.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="3">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"><inline-formula><mml:math id="M433" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mover accent="true"><mml:mrow><mml:msub><mml:mi>M</mml:mi><mml:mi>y</mml:mi></mml:msub></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula> (%)</oasis:entry>
         <oasis:entry colname="col2">QBlade</oasis:entry>
         <oasis:entry colname="col3">FLOWer<inline-formula><mml:math id="M434" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">FF</mml:mi></mml:msub></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">CaseBASE</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M435" display="inline"><mml:mn mathvariant="normal">8.87</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M436" display="inline"><mml:mn mathvariant="normal">19.64</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CaseYAW15</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M437" display="inline"><mml:mn mathvariant="normal">7.86</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">–</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CaseYAW30</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M438" display="inline"><mml:mn mathvariant="normal">2.81</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">–</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <?pagebreak page456?><p id="d1e7706">The difference between the two FLOWer results for the baseline case
(top figure, <inline-formula><mml:math id="M439" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">20</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>) represents the influence of the wind tunnel
walls. However, this time, the accordance between the QBlade results
and the FLOWer wind tunnel case (<inline-formula><mml:math id="M440" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">9</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>) is slightly better than
between the QBlade case and the FLOWer far field case. This
unexpected result might be a result of the choice of the XFOIL polars
used for the present QBlade simulations because although the AoAs are
similar between QBlade and CaseBASE<inline-formula><mml:math id="M441" display="inline"><mml:msub><mml:mi/><mml:mrow><mml:mi mathvariant="normal">FLOWer</mml:mi><mml:mo>-</mml:mo><mml:mi mathvariant="normal">FF</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> (see Fig. <xref ref-type="fig" rid="Ch1.F15"/> and Table <xref ref-type="table" rid="Ch1.T10"/>), the bending moments
differ. Comparisons of the radial moment distribution and of the force
coefficient over the azimuth could lead to a better understanding and
assessment of the differences.</p>
      <p id="d1e7753">The amplitude and phase of the <inline-formula><mml:math id="M442" display="inline"><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:mi>p</mml:mi></mml:mrow></mml:math></inline-formula> frequency,
caused by the yaw misalignment, show a good accordance between QBlade
and FLOWer for CaseBASE and CaseYAW15. The mean differences under
yaw misalignment decrease with increasing yaw angle (<inline-formula><mml:math id="M443" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">8</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> under
<inline-formula><mml:math id="M444" display="inline"><mml:mrow><mml:mn mathvariant="normal">15</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> yaw misalignment and <inline-formula><mml:math id="M445" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">3</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> under <inline-formula><mml:math id="M446" display="inline"><mml:mrow><mml:mn mathvariant="normal">30</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> yaw
misalignment), showing the same tendency as the AoA (Tables <xref ref-type="table" rid="Ch1.T10"/>, <xref ref-type="table" rid="Ch1.T11"/> and
<xref ref-type="table" rid="Ch1.T12"/>). Except for the constant offset, the fit between
the curves of the QBlade and FLOWer simulations is similar to
the one for the on-blade velocity and the AoA. This time, the
kinks in the curves at <inline-formula><mml:math id="M447" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">90</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> and especially at
<inline-formula><mml:math id="M448" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">270</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> are a bit more pronounced. For all three cases,
QBlade predicts, due to the missing wind tunnel walls, smaller values
than FLOWer.</p>
      <p id="d1e7851">The comparison of the edgewise bending moments (in plane, <inline-formula><mml:math id="M449" display="inline"><mml:mrow><mml:msub><mml:mi>M</mml:mi><mml:mi>x</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>) can be found
in Fig. <xref ref-type="fig" rid="Ch1.F20"/>.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F20"><caption><p id="d1e7869">Edgewise bending moment (<inline-formula><mml:math id="M450" display="inline"><mml:mrow><mml:msub><mml:mi>M</mml:mi><mml:mi>x</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>) over the azimuth for CaseBASE <bold>(a)</bold>, CaseYAW15 <bold>(b)</bold>
and CaseYAW30 <bold>(c)</bold>, for QBlade and FLOWer.</p></caption>
          <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="https://wes.copernicus.org/articles/3/439/2018/wes-3-439-2018-f20.png"/>

        </fig>

      <p id="d1e7899">The same characteristics of the curves as for the flapwise bending moments
(see Fig. <xref ref-type="fig" rid="Ch1.F19"/>) can be found in the simulated edgewise bending
moments.</p>
      <p id="d1e7904">The relative differences among the different simulation results for the
edgewise bending moments are summarized in Table <xref ref-type="table" rid="Ch1.T14"/>.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T14"><caption><p id="d1e7912">Relative differences among the different simulation results of
the averaged edgewise bending moment with respect to the FLOWer solution including wind tunnel walls.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="3">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"><inline-formula><mml:math id="M451" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mover accent="true"><mml:mrow><mml:msub><mml:mi>M</mml:mi><mml:mi>x</mml:mi></mml:msub></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula> (%)</oasis:entry>
         <oasis:entry colname="col2">QBlade</oasis:entry>
         <oasis:entry colname="col3">FLOWer<inline-formula><mml:math id="M452" display="inline"><mml:msub><mml:mi/><mml:mi mathvariant="normal">FF</mml:mi></mml:msub></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">CaseBASE</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M453" display="inline"><mml:mn mathvariant="normal">20.82</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M454" display="inline"><mml:mn mathvariant="normal">33.37</mml:mn></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CaseYAW15</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M455" display="inline"><mml:mn mathvariant="normal">19.04</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">–</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">CaseYAW30</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M456" display="inline"><mml:mn mathvariant="normal">10.67</mml:mn></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">–</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d1e8024">The differences between the FLOWer results with and without wind
tunnel walls are larger than for the flapwise bending moment (<inline-formula><mml:math id="M457" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mover accent="true"><mml:mrow><mml:msub><mml:mi>M</mml:mi><mml:mi>x</mml:mi></mml:msub></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">33</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> compared to <inline-formula><mml:math id="M458" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mover accent="true"><mml:mrow><mml:msub><mml:mi>M</mml:mi><mml:mi>y</mml:mi></mml:msub></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">20</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>; see
Table <xref ref-type="table" rid="Ch1.T13"/>). This corresponds to the results of
<xref ref-type="bibr" rid="bib1.bibx16" id="text.72"/> and <xref ref-type="bibr" rid="bib1.bibx25" id="text.73"/>, who also
experienced a stronger influence of the walls on the power than on the
thrust. The reason for this phenomenon is attributed to the different
sensitivity of the forces to AoA variations. The tangential force, which is
the main driver of the in-plane moment, is more prone to changes in the AoA compared to the normal force. Consequently, small differences in
the AoA lead to larger deviations in <inline-formula><mml:math id="M459" display="inline"><mml:mrow><mml:msub><mml:mi>F</mml:mi><mml:mi mathvariant="normal">T</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> than in <inline-formula><mml:math id="M460" display="inline"><mml:mrow><mml:msub><mml:mi>F</mml:mi><mml:mi mathvariant="normal">N</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. Other than for
<inline-formula><mml:math id="M461" display="inline"><mml:mrow><mml:msub><mml:mi>M</mml:mi><mml:mi>y</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, the QBlade results for <inline-formula><mml:math id="M462" display="inline"><mml:mrow><mml:msub><mml:mi>M</mml:mi><mml:mi>x</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> are closer to the FLOWer
far field<?pagebreak page457?> results than to the wind tunnel results. The progression of the
edgewise bending moment is almost similar between QBlade and
FLOWer for all three inflow directions. The mean differences under
<inline-formula><mml:math id="M463" display="inline"><mml:mrow><mml:mn mathvariant="normal">15</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> yaw misalignment (<inline-formula><mml:math id="M464" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">19</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>) are slightly smaller than for
CaseBASE (<inline-formula><mml:math id="M465" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">21</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>), but the difference under <inline-formula><mml:math id="M466" display="inline"><mml:mrow><mml:mn mathvariant="normal">30</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> yaw
misalignment is significantly smaller (<inline-formula><mml:math id="M467" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">11</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>) than for the other two
cases. Again, the change in the projected area and the blockage in the wind
tunnel can be alluded to as reason for this tendency.</p>
      <p id="d1e8192">To sum up, the progression
of the curves fit quite good for both moments, except the kinks caused by the
tower shadow model in QBlade. The offset among the results seems to
depend on consideration of the wind tunnel walls and the chosen polar set
in QBlade. The decreasing differences between QBlade and
FLOWer with increasing yaw misalignment are a result of the decreasing
projected rotor plane, which influences the blockage in the wind tunnel.</p>
</sec>
</sec>
<sec id="Ch1.S5" sec-type="conclusions">
  <title>Summary</title>
      <p id="d1e8203">Experimental and numerical investigations of a model wind turbine, placed in
a wind tunnel with a high blockage ratio, were presented in the present paper.
Thereby, two codes of different fidelity were used. In the simulations
conducted with the lifting-line free vortex wake code QBlade, the wind
tunnel walls had to be neglected and the turbine was simulated under far
field conditions. Unsteady Reynolds-averaged Navier–Stokes simulations have
been performed with the CFD code FLOWer.
Thereby, a far field case, as well as simulations including the wind tunnel
walls, were investigated. In all simulations, the tower was considered, but
they have been performed under uniform inflow, neglecting the turbulent
inflow in the experiment.</p>
      <p id="d1e8206">The experiments provided validation data and the comparison between
experiment and the FLOWer wind tunnel case aimed at the validation of
the CFD simulation. Through the comparison between two FLOWer
cases (wind tunnel and far field) the influence of the blockage ratio was
assessed. With the knowledge about the influence of the wind tunnel walls,
the suitability of the LLFVW code to perform preliminary
investigations for future studies with the model wind turbine could be
investigated by a comparison between QBlade and the FLOWer
far field case.</p>
      <p id="d1e8209">A comparison between the measured flow fields and the velocity planes
extracted from FLOWer simulations including wind tunnel walls was
conducted. Thereby, two different velocity planes were investigated. One is
located <inline-formula><mml:math id="M468" display="inline"><mml:mn mathvariant="normal">0.43</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M469" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> upstream of the turbine, one <inline-formula><mml:math id="M470" display="inline"><mml:mn mathvariant="normal">0.5</mml:mn></mml:math></inline-formula> <inline-formula><mml:math id="M471" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula> downstream. The velocity
fields upstream of the turbine showed a good agreement in the rotor area, as
the average deviation amounts to about <inline-formula><mml:math id="M472" display="inline"><mml:mrow><mml:mn mathvariant="normal">3</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> of the inflow velocity. Downstream
of the rotor plane, the differences were more pronounced (mean deviation of
<inline-formula><mml:math id="M473" display="inline"><mml:mrow><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">7</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> of the inflow velocity). The areas of the tip vortices and the
wake of the nacelle are most prominent. The differences between the
experimental and numerical results upstream and downstream are caused,
for example, by vertical shear and higher turbulence in the measurements.
Additionally, the differences in the wake of the nacelle and the outer region
of the rotor might be caused by the high flow angles influencing the hot-wire
measurement downstream of the rotor.</p>
      <p id="d1e8265">At two radial positions (65 and <inline-formula><mml:math id="M474" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>R</mml:mi></mml:mrow></mml:math></inline-formula>), the on-blade velocity and the
AoA were measured with three-hole probes and compared to the results obtained
from QBlade and both FLOWer cases. For the investigation of
these parameters, three different yaw cases (yaw <inline-formula><mml:math id="M475" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0, <inline-formula><mml:math id="M476" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>15
and <inline-formula><mml:math id="M477" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>30<inline-formula><mml:math id="M478" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>) were considered.</p>
      <p id="d1e8313">The mean deviations of the on-blade velocity between the experiment and each
simulation are <inline-formula><mml:math id="M479" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">4</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> at <inline-formula><mml:math id="M480" display="inline"><mml:mrow><mml:mn mathvariant="normal">65</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> of the radius and <inline-formula><mml:math id="M481" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">2</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> at <inline-formula><mml:math id="M482" display="inline"><mml:mrow><mml:mn mathvariant="normal">85</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula> of the
radius.</p>
      <p id="d1e8364">The AoA calculated with FLOWer including wind tunnel showed a good
agreement with the experimental results, as the maximum mean difference
amounts to <inline-formula><mml:math id="M483" display="inline"><mml:mrow><mml:mn mathvariant="normal">0.23</mml:mn><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>. As the QBlade results and the FLOWer
simulation without wind tunnel walls are almost similar, the constant offset
of approximately 1–2<inline-formula><mml:math id="M484" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> between the experiment and the far
field simulations is a result of the neglect of the wind tunnel walls.</p>
      <p id="d1e8388">Finally, the blade root bending moments are compared between QBlade
and the two FLOWer cases. For the out-of-plane bending moment, the
difference between the two FLOWer cases (far field and wind tunnel)
can be accredited to the influence of the wind tunnel walls. The offset
between the QBlade results and both FLOWer cases cannot only
be attributed to the influence of the wind tunnel walls. As the bending
moments differ between the two far field cases despite the good accordance
concerning the AoA, the chosen set of airfoil polars, which is used in the
QBlade simulations, influences the loads. The accordance between the
calculated amplitude and phase of QBlade and FLOWer is good.</p>
      <p id="d1e8391">The same conclusions as for the flapwise bending moment can be drawn for the
edgewise bending moment. However, the relative deviations between the
simulated curves of QBlade and FLOWer are larger.</p>
      <p id="d1e8394">To sum up, a good accordance was achieved for the absolute values and the
azimuthal distribution regarding the on-blade velocity and the AoA.
Consequently, the numerical setup of FLOWer can be seen as validated in
terms of these two parameters. Concerning the velocity planes, differences
between experiment and FLOWer occur but can be explained. The
comparison between the two FLOWer cases (with and without wind tunnel
walls) showed that in the present case the wind tunnel leads to a constant
offset between the curves for the on-blade velocity, the AoA and the bending
moments. Regarding the QBlade results, the on-blade velocity, as well
as the amplitude and phase of the AoA can be seen as validated by the
experiment, too. As the AoA distribution of QBlade lies on the far
field solutions of FLOWer, the differences in the mean values of<?pagebreak page458?> the
AoA can be attributed to the absence of wind tunnel walls in the
QBlade predictions. The offset between the QBlade and FLOWer
wind tunnel cases regarding the bending moments is not only a result of the
neglect of the walls but is also influenced by the set of airfoil polars
used in the LLFVW simulation.</p>
      <p id="d1e8397">In a next step, in order to better match the experimental conditions,
simulations with unsteady inflow, considering the measured shear and
turbulence, will be performed. Moreover, experiments with passive and active
load control will be performed and compared to simulations of both
QBlade and FLOWer. Thereby, QBlade will be used for
dimensioning purposes of the flaps prior to the experiments. Afterwards, the
most promising configurations will be investigated numerically on a full size
turbine using QBlade and FLOWer, where the LLFVW code can
be used for the preliminary design, and the CFD code for the closer
look into the aerodynamic details.</p>
</sec>

      
      </body>
    <back><notes notes-type="dataavailability">

      <p id="d1e8404">Measurement data and simulation results can be provided by contacting the corresponding author or Thorsten Lutz (lutz@iag.uni-stuttgart.de).</p>
  </notes><notes notes-type="competinginterests">

      <p id="d1e8410">The authors declare that they have no conflict of interest.</p>
  </notes><ack><title>Acknowledgements</title><p id="d1e8416">All computational resources used for the FLOWer simulations were
provided by the High Performance Computing Center Stuttgart (HLRS).
The studies presented in this article have been funded by the
German Research Foundation (DFG) and were performed
in the course of the DFG PAK 780 project. The authors want to thank the reviewers and the editor for their useful suggestions.<?xmltex \hack{\newline}?><?xmltex \hack{\newline}?>
Edited by: Johan Meyers <?xmltex \hack{\newline}?>
Reviewed by: two anonymous referees</p></ack><ref-list>
    <title>References</title>

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    <!--<article-title-html>About the suitability of different numerical methods to reproduce model wind turbine measurements in a wind tunnel with a high blockage ratio</article-title-html>
<abstract-html><p>In the present paper, numerical and experimental investigations of a model
wind turbine with a diameter of 3.0&thinsp;m are described. The study has
three objectives. The first one is the provision of validation data. The
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field conditions, were performed at the University of Stuttgart with the
computational fluid dynamics code FLOWer.</p><p>Comparisons among the experiment, the lifting-line free vortex wake code and
the computational fluid dynamics code include on-blade velocity and angle of
attack. Comparisons of flow fields are drawn between the experiment and the
computational fluid dynamics code. Bending moments are compared among the
simulations.</p><p>A good accordance was achieved for the on-blade velocity and the angle of
attack, whereas deviations occur for the flow fields and the bending moments.</p></abstract-html>
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