Articles | Volume 8, issue 3
https://doi.org/10.5194/wes-8-341-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/wes-8-341-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
15 Mar 2023
Research article |
| 15 Mar 2023
| 15 Mar 2023
Numerical simulations of ice accretion on wind turbine blades: are performance losses due to ice shape or surface roughness?
Francesco Caccia
CORRESPONDING AUTHOR
Department of Aerospace Science and Technology, Politecnico di Milano, Via La Masa 34, 20156 Milan, Italy
Alberto Guardone
Department of Aerospace Science and Technology, Politecnico di Milano, Via La Masa 34, 20156 Milan, Italy
Related subject area
Thematic area: Fluid mechanics | Topic: Wind turbine aerodynamics
Investigation of blade flexibility effects on the loads and wake of a 15 MW wind turbine using a flexible actuator line method
On optimizing the sensor spacing for pressure measurements on wind turbine airfoils
Experimental analysis of a horizontal-axis wind turbine with swept blades using PIV data
Aerodynamic characterisation of a thrust-scaled IEA 15 MW wind turbine model: experimental insights using PIV data
Going beyond BEM with BEM: an insight into dynamic inflow effects on floating wind turbines
Quantifying the impact of modeling fidelity on different substructure concepts – Part 2: Code-to-code comparison in realistic environmental conditions
Wind turbine rotors in surge motion: new insights into unsteady aerodynamics of floating offshore wind turbines (FOWTs) from experiments and simulations
An insight into the capability of the actuator line method to resolve tip vortices
Aerodynamic model comparison for an X-shaped vertical-axis wind turbine
Development and application of a mesh generator intended for unsteady vortex-lattice method simulations of wind turbines and wind farms
An experimental study on the aerodynamic loads of a floating offshore wind turbine under imposed motions
Force Partitioning Analysis of Vortex-Induced Vibrations of Wind Turbine Tower Sections
Developing a digital twin framework for wind tunnel testing: validation of turbulent inflow and airfoil load applications
Influence of rotor blade flexibility on the near-wake behavior of the NREL 5 MW wind turbine
Field-data-based validation of an aero-servo-elastic solver for high-fidelity large-eddy simulations of industrial wind turbines
An analytical linear two-dimensional actuator disc model and comparisons with computational fluid dynamics (CFD) simulations
On the characteristics of the wake of a wind turbine undergoing large motions caused by a floating structure: an insight based on experiments and multi-fidelity simulations from the OC6 project Phase III
Forced-motion simulations of vortex-induced vibrations of wind turbine blades – a study of sensitivities
Towards smart blades for vertical axis wind turbines: different airfoil shapes and tip speed ratios
Numerical study of the unsteady blade root aerodynamics of a 2 MW wind turbine equipped with vortex generators
Generalized analytical body force model for actuator disc computations of wind turbines
Nonlinear inviscid aerodynamics of a wind turbine rotor in surge, sway, and yaw motions using a free-wake panel method
OC6 project Phase III: validation of the aerodynamic loading on a wind turbine rotor undergoing large motion caused by a floating support structure
A simple vortex model applied to an idealized rotor in sheared inflow
Comparison of free vortex wake and blade element momentum results against large-eddy simulation results for highly flexible turbines under challenging inflow conditions
Progress in the validation of rotor aerodynamic codes using field data
A comparison of dynamic inflow models for the blade element momentum method
Multiple limit cycle amplitudes in high-fidelity predictions of standstill wind turbine blade vibrations
Model tests of a 10 MW semi-submersible floating wind turbine under waves and wind using hybrid method to integrate the rotor thrust and moments
Atmospheric rotating rig testing of a swept blade tip and comparison with multi-fidelity aeroelastic simulations
A WaveNet-based fully stochastic dynamic stall model
Experimental analysis of the dynamic inflow effect due to coherent gusts
High-Reynolds-number wind turbine blade equipped with root spoilers – Part 2: Impact on energy production and turbine lifetime
Wind tunnel investigation of the aerodynamic response of two 15 MW floating wind turbines
Vertical wake deflection for floating wind turbines by differential ballast control
High-fidelity aeroelastic analyses of wind turbines in complex terrain: fluid–structure interaction and aerodynamic modeling
Development of a wireless, non-intrusive, MEMS-based pressure and acoustic measurement system for large-scale operating wind turbine blades
How should the lift and drag forces be calculated from 2-D airfoil data for dihedral or coned wind turbine blades?
Francois Trigaux, Philippe Chatelain, and Grégoire Winckelmans
Wind Energ. Sci., 9, 1765–1789, https://doi.org/10.5194/wes-9-1765-2024, https://doi.org/10.5194/wes-9-1765-2024, 2024
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In this research, the impact of blade flexibility is investigated for a very large wind turbine using numerical simulations. It is shown that bending and torsion decrease the power production and affect aerodynamic loads. Blade deformation also affects the flow of wind behind the turbine, resulting in a higher mean velocity. Our study highlights the importance of including blade flexibility in the simulation of large wind turbines to obtain accurate power and load predictions.
Erik K. Fritz, Christopher L. Kelley, and Kenneth A. Brown
Wind Energ. Sci., 9, 1713–1726, https://doi.org/10.5194/wes-9-1713-2024, https://doi.org/10.5194/wes-9-1713-2024, 2024
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This study investigates the benefits of optimizing the spacing of pressure sensors for measurement campaigns on wind turbine blades and airfoils. It is demonstrated that local aerodynamic properties can be estimated considerably more accurately when the sensor layout is optimized compared to commonly used simpler sensor layouts. This has the potential to reduce the number of sensors without losing measurement accuracy and, thus, reduce the instrumentation complexity and experiment cost.
Erik Fritz, Koen Boorsma, and Carlos Ferreira
Wind Energ. Sci., 9, 1617–1629, https://doi.org/10.5194/wes-9-1617-2024, https://doi.org/10.5194/wes-9-1617-2024, 2024
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This study presents results from a wind tunnel experiment on a model wind turbine with swept blades, thus blades curved in the rotor plane. Using a non-intrusive measurement technique, the flow around the turbine blades was measured from which blade-level aerodynamics are derived in post-processing. The detailed experimental database gives insight into swept-blade aerodynamics and has great value in validating numerical tools, which aim at simulating swept wind turbine blades.
Erik Fritz, André Ribeiro, Koen Boorsma, and Carlos Ferreira
Wind Energ. Sci., 9, 1173–1187, https://doi.org/10.5194/wes-9-1173-2024, https://doi.org/10.5194/wes-9-1173-2024, 2024
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This study presents results from a wind tunnel experiment on a model wind turbine. Using a non-intrusive measurement technique, the flow around the turbine blades was measured. In post-processing, the blade-level aerodynamics are derived from the measured flow fields. The detailed experimental database has great value in validating numerical tools of varying complexity, which aim at simulating wind turbine aerodynamics as accurately as possible.
Francesco Papi, Jason Jonkman, Amy Robertson, and Alessandro Bianchini
Wind Energ. Sci., 9, 1069–1088, https://doi.org/10.5194/wes-9-1069-2024, https://doi.org/10.5194/wes-9-1069-2024, 2024
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Blade element momentum (BEM) theory is the backbone of many industry-standard aerodynamic models. However, the analysis of floating offshore wind turbines (FOWTs) introduces new challenges, which could put BEM models to the test. This study systematically compares four aerodynamic models, ranging from BEM to computational fluid dynamics, in an attempt to shed light on the unsteady aerodynamic phenomena that are at stake in FOWTs and whether BEM is able to model them appropriately.
Francesco Papi, Giancarlo Troise, Robert Behrens de Luna, Joseph Saverin, Sebastian Perez-Becker, David Marten, Marie-Laure Ducasse, and Alessandro Bianchini
Wind Energ. Sci., 9, 981–1004, https://doi.org/10.5194/wes-9-981-2024, https://doi.org/10.5194/wes-9-981-2024, 2024
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Wind turbines need to be simulated for thousands of hours to estimate design loads. Mid-fidelity numerical models are typically used for this task to strike a balance between computational cost and accuracy. The considerable displacements of floating wind turbines may be a challenge for some of these models. This paper enhances comprehension of how modeling theories affect floating wind turbine loads by comparing three codes across three turbines, simulated in a real environment.
Christian W. Schulz, Stefan Netzband, Umut Özinan, Po Wen Cheng, and Moustafa Abdel-Maksoud
Wind Energ. Sci., 9, 665–695, https://doi.org/10.5194/wes-9-665-2024, https://doi.org/10.5194/wes-9-665-2024, 2024
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Understanding the underlying physical phenomena of the aerodynamics of floating offshore wind turbines (FOWTs) is crucial for successful simulations. No consensus has been reached in the research community on which unsteady aerodynamic phenomena are relevant and how much they can influence the loads acting on a FOWT. This work contributes to the understanding and characterisation of such unsteady phenomena using a novel experimental approach and comprehensive numerical investigations.
Pier Francesco Melani, Omar Sherif Mohamed, Stefano Cioni, Francesco Balduzzi, and Alessandro Bianchini
Wind Energ. Sci., 9, 601–622, https://doi.org/10.5194/wes-9-601-2024, https://doi.org/10.5194/wes-9-601-2024, 2024
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The actuator line method (ALM) is a powerful tool for wind turbine simulation but struggles to resolve tip effects. The reason is still unclear. To investigate this, we use advanced angle of attack sampling and vortex tracking techniques to analyze the flow around a NACA0018 finite wing, simulated with ALM and blade-resolved computational fluid dynamics. Results show that the ALM can account for tip effects if the correct angle of attack sampling and force projection strategies are adopted.
Adhyanth Giri Ajay, Laurence Morgan, Yan Wu, David Bretos, Aurelio Cascales, Oscar Pires, and Carlos Ferreira
Wind Energ. Sci., 9, 453–470, https://doi.org/10.5194/wes-9-453-2024, https://doi.org/10.5194/wes-9-453-2024, 2024
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This paper compares six different numerical models to predict the performance of an X-shaped vertical-axis wind turbine, offering insights into how it works in 3D when its blades are fixed at specific angles. The results showed the 3D models here reliably predict the performance while still taking this turbine's complex aerodynamics into account compared to 2D models. Further, these blade angles caused more complexity in predicting the turbine's behaviour, which is highlighted in this paper.
Bruno A. Roccia, Luis R. Ceballos, Marcos L. Verstraete, and Cristian G. Gebhardt
Wind Energ. Sci., 9, 385–416, https://doi.org/10.5194/wes-9-385-2024, https://doi.org/10.5194/wes-9-385-2024, 2024
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In the literature there is a lack of meshing tools when it comes to building aerodynamic grids of wind turbines/farms to be used along with potential flow solvers. In this work, we present a detailed description of the geometric modeling and computational implementation of an interactive mesh generator, named UVLMeshGen, for onshore/offshore wind farms. The work is completed by providing a series of aerodynamic results related to wind turbines/farms to show the capacity of the mesh generator.
Federico Taruffi, Felipe Novais, and Axelle Viré
Wind Energ. Sci., 9, 343–358, https://doi.org/10.5194/wes-9-343-2024, https://doi.org/10.5194/wes-9-343-2024, 2024
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Floating wind turbines are subject to complex aerodynamics that are not yet fully understood. Lab-scale experiments are crucial for capturing these phenomena and validate numerical tools. This paper presents a new wind tunnel experimental setup able to study the response of a wind turbine rotor when subjected to prescribed motions in 6 degrees of freedom. The observed unsteady effects underscore the importance of pursuing research on the impact of floater motions on wind turbine performance.
Shyam VimalKumar, Delphine De Tavernier, Dominic von Terzi, Marco Belloli, and Axelle Viré
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2024-10, https://doi.org/10.5194/wes-2024-10, 2024
Revised manuscript accepted for WES
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When standing still without a nacelle or blades, the vibrations on the wind turbine tower are a concern to its structural health. This study finds that the air which flows around the tower recirculates behind the tower, forming so-called wakes. This wakes initiates the vibration, and the movement itself keeps the vibration increasing or decreasing depending on the wind speed. The current study uses a methodology called Force-partitioning to analyse this in depth.
Rishabh Mishra, Emmanuel Guilmineau, Ingrid Neunaber, and Caroline Braud
Wind Energ. Sci., 9, 235–252, https://doi.org/10.5194/wes-9-235-2024, https://doi.org/10.5194/wes-9-235-2024, 2024
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To investigate the impact of turbulence on aerodynamic forces, we first model turbulent kinetic energy decay theoretically using the Taylor length scale and employ this model to create a digital wind tunnel replica for simulating grid-generated turbulence. Experimental validation shows good alignment among theory, simulations, and experiments, paving the way for aerodynamic simulations. Finally, we successfully use the digital replica to obtain force coefficients for a 2D rotor blade section.
Leo Höning, Laura J. Lukassen, Bernhard Stoevesandt, and Iván Herráez
Wind Energ. Sci., 9, 203–218, https://doi.org/10.5194/wes-9-203-2024, https://doi.org/10.5194/wes-9-203-2024, 2024
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This study analyzes the impact of wind turbine rotor blade flexibility on the aerodynamic loading of the blades and the consequential wind characteristics in the near wake of the turbine. It is shown that gravitation leads to rotational periodic fluctuations of blade loading, which directly impacts the trajectory of the blade tip vortex at different rotor blade positions while also resulting in a non-uniform wind velocity deficit in the wake of the wind turbine.
Etienne Muller, Simone Gremmo, Félix Houtin-Mongrolle, Bastien Duboc, and Pierre Bénard
Wind Energ. Sci., 9, 25–48, https://doi.org/10.5194/wes-9-25-2024, https://doi.org/10.5194/wes-9-25-2024, 2024
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This article presents an advanced tool designed for the high-fidelity and high-performance simulation of operating wind turbines, allowing for instance the computation of a blade deformation, as well as of the surrounding airflow. As this tool relies on coupling two existing codes, the coupling strategy is first described in depth. The article then compares the code results to field data for validation.
Helge Aagaard Madsen
Wind Energ. Sci., 8, 1853–1872, https://doi.org/10.5194/wes-8-1853-2023, https://doi.org/10.5194/wes-8-1853-2023, 2023
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We present a linear analytical solution for a two-dimensional (2-D) actuator disc (AD) for a plane disc, a yawed disc and a coned disc. Comparisons of the 2-D model with three-dimensional computational fluid dynamics (CFD) AD simulations for a circular yawed disc and with an axis-symmetric CFD simulation of a coned disc show good correlation for the normal velocity component of the disc. This indicates that the 2-D AD model could form the basis for a consistent, simple new rotor induction model.
Stefano Cioni, Francesco Papi, Leonardo Pagamonci, Alessandro Bianchini, Néstor Ramos-García, Georg Pirrung, Rémi Corniglion, Anaïs Lovera, Josean Galván, Ronan Boisard, Alessandro Fontanella, Paolo Schito, Alberto Zasso, Marco Belloli, Andrea Sanvito, Giacomo Persico, Lijun Zhang, Ye Li, Yarong Zhou, Simone Mancini, Koen Boorsma, Ricardo Amaral, Axelle Viré, Christian W. Schulz, Stefan Netzband, Rodrigo Soto-Valle, David Marten, Raquel Martín-San-Román, Pau Trubat, Climent Molins, Roger Bergua, Emmanuel Branlard, Jason Jonkman, and Amy Robertson
Wind Energ. Sci., 8, 1659–1691, https://doi.org/10.5194/wes-8-1659-2023, https://doi.org/10.5194/wes-8-1659-2023, 2023
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Simulations of different fidelities made by the participants of the OC6 project Phase III are compared to wind tunnel wake measurements on a floating wind turbine. Results in the near wake confirm that simulations and experiments tend to diverge from the expected linearized quasi-steady behavior when the reduced frequency exceeds 0.5. In the far wake, the impact of platform motion is overestimated by simulations and even seems to be oriented to the generation of a wake less prone to dissipation.
Christian Grinderslev, Felix Houtin-Mongrolle, Niels Nørmark Sørensen, Georg Raimund Pirrung, Pim Jacobs, Aqeel Ahmed, and Bastien Duboc
Wind Energ. Sci., 8, 1625–1638, https://doi.org/10.5194/wes-8-1625-2023, https://doi.org/10.5194/wes-8-1625-2023, 2023
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In standstill conditions wind turbines are at risk of vortex-induced vibrations (VIVs). VIVs can become large and lead to significant fatigue of the wind turbine structure over time. Thus it is important to have tools that can accurately compute this complex phenomenon. This paper studies the sensitivities to the chosen models of computational fluid dynamics (CFD) simulations when modelling VIVs and finds that much care is needed when setting up simulations, especially for specific flow angles.
Mohammad Rasoul Tirandaz, Abdolrahim Rezaeiha, and Daniel Micallef
Wind Energ. Sci., 8, 1403–1424, https://doi.org/10.5194/wes-8-1403-2023, https://doi.org/10.5194/wes-8-1403-2023, 2023
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Vertical axis wind turbines experience a variation of torque and power throughout their rotation. Traditional non-morphing blades are intrinsically not able to respond to this variation, resulting in a turbine which has suboptimal performance. In principle, it is possible to have a morphing blade that adapts to the blade's rotation and changes its geometry in such a way as to optimise the performance of the turbine. This paper addresses the question of how such blade should morph as it rotates.
Ferdinand Seel, Thorsten Lutz, and Ewald Krämer
Wind Energ. Sci., 8, 1369–1385, https://doi.org/10.5194/wes-8-1369-2023, https://doi.org/10.5194/wes-8-1369-2023, 2023
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Vortex generators are evaluated on a 2 MW wind turbine rotor blade by computational fluid dynamic methods. Those devices delay flow separation on the airfoils and thus increase their efficiency. On the wind turbine blade, rotational phenomena (e.g. rotational augmentation) appear and interact with the vortices from the vortex generators. The understanding of those interactions is crucial in order to optimise the placement of the vortex generators and evaluate their real efficiency on the blade.
Jens N. Sørensen
Wind Energ. Sci., 8, 1017–1027, https://doi.org/10.5194/wes-8-1017-2023, https://doi.org/10.5194/wes-8-1017-2023, 2023
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The paper presents a simple analytical model that, with surprisingly good accuracy, represents the loading for virtually any horizontal axis wind turbine, independent of size and operating regime. The aim of the model is to have a simple tool that may represent the loading of any wind turbine without having access to the details regarding the specific geometry and airfoil data, information that is normally kept confidential by the manufacturer of the turbine.
André F. P. Ribeiro, Damiano Casalino, and Carlos S. Ferreira
Wind Energ. Sci., 8, 661–675, https://doi.org/10.5194/wes-8-661-2023, https://doi.org/10.5194/wes-8-661-2023, 2023
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Floating offshore wind turbines move due to not having a rigid foundation. Hence, as the blades rotate they experience more complex aerodynamics than standard onshore wind turbines. In this paper, we show computational simulations of a wind turbine rotor moving in various ways and quantify the effects of the motion in the forces acting on the blades. We show that these forces behave in nonlinear ways in some cases.
Roger Bergua, Amy Robertson, Jason Jonkman, Emmanuel Branlard, Alessandro Fontanella, Marco Belloli, Paolo Schito, Alberto Zasso, Giacomo Persico, Andrea Sanvito, Ervin Amet, Cédric Brun, Guillén Campaña-Alonso, Raquel Martín-San-Román, Ruolin Cai, Jifeng Cai, Quan Qian, Wen Maoshi, Alec Beardsell, Georg Pirrung, Néstor Ramos-García, Wei Shi, Jie Fu, Rémi Corniglion, Anaïs Lovera, Josean Galván, Tor Anders Nygaard, Carlos Renan dos Santos, Philippe Gilbert, Pierre-Antoine Joulin, Frédéric Blondel, Eelco Frickel, Peng Chen, Zhiqiang Hu, Ronan Boisard, Kutay Yilmazlar, Alessandro Croce, Violette Harnois, Lijun Zhang, Ye Li, Ander Aristondo, Iñigo Mendikoa Alonso, Simone Mancini, Koen Boorsma, Feike Savenije, David Marten, Rodrigo Soto-Valle, Christian W. Schulz, Stefan Netzband, Alessandro Bianchini, Francesco Papi, Stefano Cioni, Pau Trubat, Daniel Alarcon, Climent Molins, Marion Cormier, Konstantin Brüker, Thorsten Lutz, Qing Xiao, Zhongsheng Deng, Florence Haudin, and Akhilesh Goveas
Wind Energ. Sci., 8, 465–485, https://doi.org/10.5194/wes-8-465-2023, https://doi.org/10.5194/wes-8-465-2023, 2023
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This work examines if the motion experienced by an offshore floating wind turbine can significantly affect the rotor performance. It was observed that the system motion results in variations in the load, but these variations are not critical, and the current simulation tools capture the physics properly. Interestingly, variations in the rotor speed or the blade pitch angle can have a larger impact than the system motion itself.
Mac Gaunaa, Niels Troldborg, and Emmanuel Branlard
Wind Energ. Sci., 8, 503–513, https://doi.org/10.5194/wes-8-503-2023, https://doi.org/10.5194/wes-8-503-2023, 2023
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We present an analytical vortex model. Despite its simplicity, the model is fully consistent with 1D momentum theory. It shows that the flow through a non-uniformly loaded rotor operating in non-uniform inflow behaves locally as predicted by 1D momentum theory. As a consequence, the local power coefficient (based on local inflow) of an ideal rotor is unaltered by the presence of shear. Finally, the model shows that there is no cross-shear deflection of the wake of a rotor in sheared inflow.
Kelsey Shaler, Benjamin Anderson, Luis A. Martínez-Tossas, Emmanuel Branlard, and Nick Johnson
Wind Energ. Sci., 8, 383–399, https://doi.org/10.5194/wes-8-383-2023, https://doi.org/10.5194/wes-8-383-2023, 2023
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Free-vortex wake (OLAF) and low-fidelity blade-element momentum (BEM) structural results are compared to high-fidelity simulation results for a flexible downwind turbine for varying inflow conditions. Overall, OLAF results were more consistent than BEM results when compared to SOWFA results under challenging inflow conditions. Differences between OLAF and BEM results were dominated by yaw misalignment angle, with varying shear exponent and turbulence intensity causing more subtle differences.
Koen Boorsma, Gerard Schepers, Helge Aagard Madsen, Georg Pirrung, Niels Sørensen, Galih Bangga, Manfred Imiela, Christian Grinderslev, Alexander Meyer Forsting, Wen Zhong Shen, Alessandro Croce, Stefano Cacciola, Alois Peter Schaffarczyk, Brandon Lobo, Frederic Blondel, Philippe Gilbert, Ronan Boisard, Leo Höning, Luca Greco, Claudio Testa, Emmanuel Branlard, Jason Jonkman, and Ganesh Vijayakumar
Wind Energ. Sci., 8, 211–230, https://doi.org/10.5194/wes-8-211-2023, https://doi.org/10.5194/wes-8-211-2023, 2023
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Within the framework of the fourth phase of the International Energy Agency's (IEA) Wind Task 29, a large comparison exercise between measurements and aeroelastic simulations has been carried out. Results were obtained from more than 19 simulation tools of various fidelity, originating from 12 institutes and compared to state-of-the-art field measurements. The result is a unique insight into the current status and accuracy of rotor aerodynamic modeling.
Simone Mancini, Koen Boorsma, Gerard Schepers, and Feike Savenije
Wind Energ. Sci., 8, 193–210, https://doi.org/10.5194/wes-8-193-2023, https://doi.org/10.5194/wes-8-193-2023, 2023
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Modern wind turbines are subject to complex wind conditions that are far from the hypothesis of steady uniform inflow at the core of blade element momentum methods (the current industry standard for wind turbine design). Various corrections have been proposed to model this complexity. The present work focuses on modelling the unsteady evolution of wind turbine wakes (dynamic inflow), comparing the different corrections available and highlighting their effects on design load predictions.
Christian Grinderslev, Niels Nørmark Sørensen, Georg Raimund Pirrung, and Sergio González Horcas
Wind Energ. Sci., 7, 2201–2213, https://doi.org/10.5194/wes-7-2201-2022, https://doi.org/10.5194/wes-7-2201-2022, 2022
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As wind turbines increase in size, the risk of flow-induced instabilities increases. This study investigates the phenomenon of vortex-induced vibrations (VIVs) on a large 10 MW wind turbine blade using two high-fidelity methods. It is found that VIVs can occur with multiple equilibrium states for the same flow case, showing an dependence on the initial conditions. This means that a blade which is stable in a flow can become unstable if, e.g., a turbine operation provokes an initial vibration.
Felipe Vittori, José Azcona, Irene Eguinoa, Oscar Pires, Alberto Rodríguez, Álex Morató, Carlos Garrido, and Cian Desmond
Wind Energ. Sci., 7, 2149–2161, https://doi.org/10.5194/wes-7-2149-2022, https://doi.org/10.5194/wes-7-2149-2022, 2022
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This paper describes the results of a wave tank test campaign of a scaled SATH 10 MW INNWIND floating platform. The software-in-the-loop (SiL) hybrid method was used to include the wind turbine thrust and the in-plane rotor moments. Experimental results are compared with a numerical model developed in OpenFAST of the floating wind turbine. The results are discussed, identifying limitations of the numerical models and obtaining conclusions on how to improve them.
Thanasis Barlas, Georg Raimund Pirrung, Néstor Ramos-García, Sergio González Horcas, Ang Li, and Helge Aagaard Madsen
Wind Energ. Sci., 7, 1957–1973, https://doi.org/10.5194/wes-7-1957-2022, https://doi.org/10.5194/wes-7-1957-2022, 2022
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An aeroelastically optimized curved wind turbine blade tip is designed, manufactured, and tested on a novel outdoor rotating rig facility at the Risø campus of the Technical University of Denmark. Detailed aerodynamic measurements for various atmospheric conditions and results are compared to a series of in-house aeroelastic tools with a range of fidelities in aerodynamic modeling. The comparison highlights details in the ability of the codes to predict the performance of such a curved tip.
Jan-Philipp Küppers and Tamara Reinicke
Wind Energ. Sci., 7, 1889–1903, https://doi.org/10.5194/wes-7-1889-2022, https://doi.org/10.5194/wes-7-1889-2022, 2022
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Airfoils play a major role in the technical harnessing of energy from currents such as wind and water. When the angle of attack of a wing changes dynamically, the forces on the wing often change more than would have been assumed from static measurements alone. Since these dynamic forces have a strong influence, e.g., on the performance of airplanes and wind turbines, a neural-network-based model was created that can predict these loads and their stochastic fluctuations.
Frederik Berger, Lars Neuhaus, David Onnen, Michael Hölling, Gerard Schepers, and Martin Kühn
Wind Energ. Sci., 7, 1827–1846, https://doi.org/10.5194/wes-7-1827-2022, https://doi.org/10.5194/wes-7-1827-2022, 2022
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We proof the dynamic inflow effect due to gusts in wind tunnel experiments with MoWiTO 1.8 in the large wind tunnel of ForWind – University of Oldenburg, where we created coherent gusts with an active grid. The effect is isolated in loads and rotor flow by comparison of a quasi-steady and a dynamic case. The observed effect is not caught by common dynamic inflow engineering models. An improvement to the Øye dynamic inflow model is proposed, matching experiment and corresponding FVWM simulations.
Thomas Potentier, Emmanuel Guilmineau, Arthur Finez, Colin Le Bourdat, and Caroline Braud
Wind Energ. Sci., 7, 1771–1790, https://doi.org/10.5194/wes-7-1771-2022, https://doi.org/10.5194/wes-7-1771-2022, 2022
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A wind turbine blade equipped with root spoilers is analysed using time domain aeroelastic simulations to assess the impact of passive devices on the turbine AEP and lifetime. A novel way to account for aerofoil-generated unsteadiness in the fatigue calculation is proposed and detailed. The outcome shows that spoilers, on average, can increase the AEP of the turbine. However, the structural impacts on the turbine can be severe if not accounted for initially in the turbine design.
Alessandro Fontanella, Alan Facchinetti, Simone Di Carlo, and Marco Belloli
Wind Energ. Sci., 7, 1711–1729, https://doi.org/10.5194/wes-7-1711-2022, https://doi.org/10.5194/wes-7-1711-2022, 2022
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The aerodynamics of floating wind turbines is complicated by large motions permitted by the foundation. The interaction between turbine, wind, and wake is not yet fully understood. The wind tunnel experiments of this paper shed light on the aerodynamic force and wake response of the floating IEA 15 MW turbine subjected to platform motion as would occur during normal operation. This will help future research on turbine and wind farm control.
Emmanouil M. Nanos, Carlo L. Bottasso, Simone Tamaro, Dimitris I. Manolas, and Vasilis A. Riziotis
Wind Energ. Sci., 7, 1641–1660, https://doi.org/10.5194/wes-7-1641-2022, https://doi.org/10.5194/wes-7-1641-2022, 2022
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A novel way of wind farm control is presented where the wake is deflected vertically to reduce interactions with downstream turbines. This is achieved by moving ballast in a floating offshore platform in order to pitch the support structure and thereby tilt the wind turbine rotor disk. The study considers the effects of this new form of wake control on the aerodynamics of the steering and wake-affected turbines, on the structure, and on the ballast motion system.
Giorgia Guma, Philipp Bucher, Patrick Letzgus, Thorsten Lutz, and Roland Wüchner
Wind Energ. Sci., 7, 1421–1439, https://doi.org/10.5194/wes-7-1421-2022, https://doi.org/10.5194/wes-7-1421-2022, 2022
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Wind turbine aeroelasticity is becoming more and more important because turbine sizes are increasingly leading to more slender blades. On the other hand, complex terrains are of interest because they are far away from urban areas. These regions are characterized by low velocities and high turbulence and are mostly influenced by the presence of forest, and that is why it is necessary to develop high-fidelity tools to correctly simulate the wind turbine's response.
Sarah Barber, Julien Deparday, Yuriy Marykovskiy, Eleni Chatzi, Imad Abdallah, Gregory Duthé, Michele Magno, Tommaso Polonelli, Raphael Fischer, and Hanna Müller
Wind Energ. Sci., 7, 1383–1398, https://doi.org/10.5194/wes-7-1383-2022, https://doi.org/10.5194/wes-7-1383-2022, 2022
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Aerodynamic and acoustic field measurements on operating large-scale wind turbines are key for the further reduction in the costs of wind energy. In this work, a novel cost-effective MEMS (micro-electromechanical systems)-based aerodynamic and acoustic wireless measurement system that is thin, non-intrusive, easy to install, low power and self-sustaining is designed and tested.
Ang Li, Mac Gaunaa, Georg Raimund Pirrung, Alexander Meyer Forsting, and Sergio González Horcas
Wind Energ. Sci., 7, 1341–1365, https://doi.org/10.5194/wes-7-1341-2022, https://doi.org/10.5194/wes-7-1341-2022, 2022
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A consistent method of using two-dimensional airfoil data when using generalized lifting-line methods for the aerodynamic load calculation of non-planar horizontal-axis wind turbines is described. The important conclusions from the unsteady two-dimensional airfoil aerodynamics are highlighted. The impact of using a simplified approach instead of using the full model on the prediction of the aerodynamic performance of non-planar rotors is shown numerically for different aerodynamic models.
Cited articles
Aupoix, B. and Spalart, P. R.: Extensions of the Spalart–Allmaras turbulence
model to account for wall roughness, Int. J. Heat Fluid Flow, 24, 454–462, 2003. a
Battisti, L.: Aerodynamic Performances of Ice Contaminated Rotors, in: Wind
Turbines in Cold Climates: Icing Impacts and Mitigation Systems, Springer International Publishing, 113–176, https://doi.org/10.1007/978-3-319-05191-8_3, 2015. a
Bellosta, T., Parma, G., and Guardone, A.: A robust 3D particle tracking solver for in-flight ice accretion using arbitrary precision arithmetic, in: VIII International Conference on Computational Methods for Coupled Problems in Science and Engineering, CIMNE, 3–5 June 2019, Sitges, Spain, 622–633, ISBN 978-849491945-9, https://hdl.handle.net/11311/1178995 (last access: 6 March 2023), 2019. a
Blasco, P., Palacios, J., and Schmitz, S.: Effect of icing roughness on wind
turbine power production, Wind Energy, 20, 601–617, https://doi.org/10.1002/we.2026, 2017. a
Bragg, M. B.: Rime ice accretion and its effect on airfoil performance, PhD thesis, NASA-CR-165599 , The Ohio State University,
https://ntrs.nasa.gov/citations/19820016290 (last access:
6 March 2023), 1982. a
Caccia, F., Motta, V., and Guardone, A.: Multi-Physics Simulations of a Wind
Turbine in Icing Conditions, in: 9th International Conference on Computational Methods for Coupled Problems in Science and Engineering,
Coupled Problems 2021, CIMNE, 13–16 June 2021, virtual, 1–11, https://doi.org/10.23967/coupled.2021.036, 2021. a
Caccia, F., Gallia, M., and Guardone, A.: Numerical Simulations of a Horizontal Axis Wind Turbine in Icing Conditions With and Without Electro-Thermal Ice Protection System, in: AIAA AVIATION 2022 Forum, 27 June–1 July 2022, Chicago, Illinois and virtual, https://doi.org/10.2514/6.2022-3454, 2022. a
Cakmakcioglu, S. C., Bas, O., and Kaynak, U.: A correlation-based algebraic
transition model, Proc. Inst. Mech. Eng. Pt. C, 232, 3915–3929,
https://doi.org/10.1177/0954406217743537, 2018. a
Celik, I. B., Ghia, U., Roache, P. J., and Freitas, C. J.: Procedure for
Estimation and Reporting of Uncertainty Due to Discretization in CFD
Applications, J. Fluids Eng., 130, 07800, https://doi.org/10.1115/1.2960953, 2008. a, b
Cirrottola, L., Ricchiuto, M., Froehly, A., Re, B., Guardone, A., and Quaranta, G.: Adaptive deformation of 3D unstructured meshes with curved body fitted boundaries with application to unsteady compressible flows, J. Comput. Phys., 433, 110177, https://doi.org/10.1016/j.jcp.2021.110177, 2021. a
Colombo, S. and Re, B.: An ALE residual distribution scheme for the unsteady
Euler equations over triangular grids with local mesh adaptation, Comput.
Fluids, 239, 105414, https://doi.org/10.1016/j.compfluid.2022.105414, 2022. a
Contreras Montoya, L. T., Lain, S., and Ilinca, A.: A Review on the Estimation of Power Loss Due to Icing in Wind Turbines, Energies, 15, 1083,
https://doi.org/10.3390/en15031083, 2022. a
Dassler, P., Kožulović, D., and Fiala, A.: Modelling of roughness-induced transition using local variables, in: V European Conference
on Computational Fluid Dynamics, ECCOMAS CFD 2010, 14–17 June 2010,
Lisbon, Portugal, ISBN 978-989-96778-1-4, 2010. a
Donizetti, A., Bellosta, T., Rausa, A., Re, B., and Guardone, A.: Level-Set
Mass-Conservative Front-Tracking Technique for Multistep Simulations of
In-Flight Ice Accretion, J. Aircraft, 0, 1–11, https://doi.org/10.2514/1.C037027, 2023. a
Du, Z. and Selig, M.: A 3-D stall-delay model for horizontal axis wind turbine performance prediction, in: 1998 ASME Wind Energy Symposium, 12–15 January 1998, Reno, Nevada, p. 21,
https://doi.org/10.2514/6.1998-21, 1998. a, b
Dussin, D., Fossati, M., Guardone, A., and Vigevano, L.: Hybrid grid generation for two-dimensional high-Reynolds flows, Comput. Fluids, 38, 1863–1875, https://doi.org/10.1016/j.compfluid.2009.04.007, 2009. a
Economon, T. D., Palacios, F., Copeland, S. R., Lukaczyk, T. W., and Alonso, J. J.: SU2: An open-source suite for multiphysics simulation and design, Aiaa
J., 54, 828–846, https://doi.org/10.2514/1.J053813, 2015. a
Eggers, A., Chaney, K., and Digumarthi, R.: An assessment of approximate
modeling of aerodynamic loads on the UAE rotor, in: vol. 75944, 41st Aerospace Sciences Meeting and Exhibit, 6–9 January 2003, Reno, Nevada, 283–292, https://doi.org/10.2514/6.2003-868, 2003. a, b
European Commission: Energy roadmap 2050, Publications Office of the European Union, https://doi.org/10.2833/13457, 2012. a
European Commission: In-depth analysis in support on the COM(2018) 773: A Clean Planet for all – A European strategic long-term vision for a prosperous, modern, competitive and climate neutral economy, Tech. Rep. COM(2018) 773, https://climate.ec.europa.eu/eu-action/climate-strategies-targets/2050-long-term-strategy_en (last access: 7 March 2023), 2018. a
Feindt, E. G.: Untersuchungen über die Abhängigkeit des Umschlages
laminar-turbulent von der Oberflächenrauhigkeit und der Druckverteilung,
PhD thesis, Technische Hochschule Carolo-Wilhelmina zu Braunschweig, Braunschweig, 1957. a
Getz, D. and Palacios, J.: Design procedures and experimental verification of
an electro-thermal deicing system for wind turbines, Wind Energ. Sci., 6,
1291–1309, https://doi.org/10.5194/wes-6-1291-2021, 2021. a
Gori, G., Zocca, M., Garabelli, M., Guardone, A., and Quaranta, G.: PoliMIce: A simulation framework for three-dimensional ice accretion, Appl. Math. Comput., 267, 96–107, https://doi.org/10.1016/j.amc.2015.05.081, 2015. a, b
Gori, G., Congedo, P. M., Le Maître, O., Bellosta, T., and Guardone, A.:
Modeling In-Flight Ice Accretion Under Uncertain Conditions, J. Aircraft, 59, 799–813, https://doi.org/10.2514/1.C036545, 2022. a
Han, Y., Palacios, J., and Schmitz, S.: Scaled ice accretion experiments on a
rotating wind turbine blade, J. Wind Eng. Indust. Aerodynam., 109, 55–67, https://doi.org/10.1016/j.jweia.2012.06.001, 2012. a, b, c
Homola, M., Wallenius, T., Makkonen, L., Nicklasson, P., and Sundsbø, P.:
The relationship between chord length and rime icing on wind turbines, Wind
Energy, 13, 627–632, https://doi.org/10.1002/we.383, 2010a. a
Homola, M. C., Virk, M. S., Wallenius, T., Nicklasson, P. J., and Sundsbø,
P. A.: Effect of atmospheric temperature and droplet size variation on ice
accretion of wind turbine blades, J. Wind Eng. Indust. Aerodynam., 98, 724–729, https://doi.org/10.1016/j.jweia.2010.06.007, 2010b. a
IEC: Wind Turbines – Part 1: Design requirements, International Electrotechnical Commission, https://webstore.iec.ch/publication/5426 (last access: 7 March 2023), 2005. a
Jones, D., Brown, S., Czyżak, P., Broadbent, H., Bruce-Lockhart, C., Dizon,
R., Ewen, M., Fulghum, N., Copsey, L., Candlin, A., Rosslowe, C., and Fox.,
H.: European Electricity Review 2023, Ember's analysis of the EU electricity transition in 2022: what happened in 2022, what can we expect for 2023?, Ember, https://ember-climate.org/insights/research/european-electricity-review-2023/, last access: 7 March 2023. a
Jonkman, B. J.: TurbSim user's guide: Version 1.50, Tech. Rep. NREL/TP-500-46198, NREL – National Renewable Energy Lab., Golden, CO, USA, https://doi.org/10.2172/965520, 2009. a
Jonkman, J., Butterfield, S., Musial, W., and Scott, G.: Definition of a 5 MW reference wind turbine for offshore system development, Tech. Rep. NREL/TP-500-38060, NREL – National Renewable Energy Lab., Golden, CO, USA, https://doi.org/10.2172/947422, 2009. a, b
Knobbe-Eschen, H., Stemberg, J., Abdellaoui, K., Altmikus, A., Knop, I.,
Bansmer, S., Balaresque, N., and Suhr, J.: Numerical and experimental
investigations of wind-turbine blade aerodynamics in the presence of ice
accretion, in: AIAA Scitech 2019 Forum, 7–11 January 2019, San Diego, California, https://doi.org/10.2514/6.2019-0805, 2019. a
Kooijman, H. J. T., Lindenburg, C., Winkelaar, D., and Van der Hooft, E. L.:
DOWEC 6 MW Pre-Design: Aero-elastic modeling of the DOWEC 6 MW pre-design in PHATAS, Tech. Rep. DOWEC-F1W2-HJK-01-046/9, Dutch Offshore Wind Energy
Converter 1997–2003 Public Reports, https://citeseerx.ist.psu.edu/doc/10.1.1.457.1123 (last access:
7 March 2023), 2003. a, b
Langel, C. M., Chow, R., Van Dam, C. C. P., Rumsey, M. A., Maniaci, D. C.,
Ehrmann, R. S., and White, E. B.: A computational approach to simulating the
effects of realistic surface roughness on boundary layer transition, in: 52nd Aerospace Sciences Meeting, 13–17 January 2014, National Harbor, Maryland, https://doi.org/10.2514/6.2014-0234, 2014. a
Larsen, T. J. and Hansen, A. M.: How 2 HAWC2, the user's manual, Tech. Rep.
Risø-R-1597(ver. 3-1)(EN), Risø National Laboratory, https://backend.orbit.dtu.dk/ws/portalfiles/portal/7703110/ris_r_1597.pdf
(last access: 7 March 2023), 2007. a
Laurendeau, E., Bourgault-Cote, S., Ozcer, I. A., Hann, R., Radenac, E., and
Pueyo, A.: Summary from the 1st AIAA Ice Prediction Workshop, in: AIAA
AVIATION 2022 Forum, 27 June–1 July 2022, Chicago, Illinois and virtual, https://doi.org/10.2514/6.2022-3398, 2022. a
Lavoie, P., Radenac, E., Blanchard, G., Laurendeau, E., and Villedieu, P.:
Immersed Boundary Methodology for Multistep Ice Accretion Using a Level Set,
J. Aircraft, 59, 912–926, https://doi.org/10.2514/1.C036492, 2022. a
Lehtomäki, V., Krenn, A., Jordaens, P. J., Godreau, C., Davis, N.,
Khadiri-Yazami, Z., Bredesen, R. E., Ronsten, G., Wickman, H., Bourgeois, S.,
and Beckford, T.: Available Technologies report of Wind Energy in Cold
Climates – Edition 2, Tech. rep., IEA Wind, 3–6 July 2017, Milan, Italy, https://doi.org/10.13009/EUCASS2017-555, 2018. a
Mann, J.: The spatial structure of neutral atmospheric surface-layer
turbulence, J. Fluid Mech., 273, 141–168, https://doi.org/10.1017/S0022112094001886, 1994. a
McClain, S., Vargas, M., Tsao, J., and Broeren, A.: Influence of Freestream Temperature on Ice Accretion Roughness, SAE Int. J. Adv. Curr. Prac. Mobil., 2, 227–237, https://doi.org/10.4271/2019-01-1993, 2020.. a, b
McClain, S. T., Vargas, M., Tsao, J.-C., and Broeren, A. P.: Influence of
Freestream Temperature on Ice Accretion Roughness, in: SAE Int. J. Adv. &
Curr. Prac. in Mobility, 27 June–1 July 2022, Chicago, Illinois and virtual, 227–237, https://ntrs.nasa.gov/citations/19930093938 (last access: 7 March 2023), 2020. a, b
Min, S. and Yee, K.: New Roughness-Induced Transition Model for Simulating Ice Accretion on Airfoils, AIAA J., 59, 250–262, https://doi.org/10.2514/1.J059222, 2021. a, b
Morelli, M., Bellosta, T., Donizetti, A., and Guardone, A.: Assessment of the
PoliMIce toolkit from the 1st AIAA Ice Prediction Workshop, in: AIAA AVIATION
2022 Forum, 27 June–1 July 2022, Chicago, Illinois and virtual, https://doi.org/10.2514/6.2022-3307, 2022. a
Ozcer, I. A., Aliaga, C., Pueyo, A., Zhang, Y., Fouladi, H., Nilamdeen, S.,
Selvanayagam, J., and Shah, S.: Ansys – Bombardier 1st Ice Prediction
Workshop Results, in: AIAA AVIATION 2022 Forum, 27 June–1 July 2022, Chicago, Illinois and virtual, https://doi.org/10.2514/6.2022-3311, 2022. a
Radenac, E. and Duchayne, Q.: IGLOO3D simulations of the 1st AIAA
Ice-Prediction-Workshop database, in: AIAA AVIATION 2022 Forum,
27 June–1 July 2022, Chicago, Illinois and virtual, https://doi.org/10.2514/6.2022-3310, 2022. a
Ravishankara, A. K., Bakhmet, I., and Özdemir, H.: Estimation of roughness effects on wind turbine blades with vortex generators, J. Phys.:
Conf. Ser., 1618, 052031, https://doi.org/10.1088/1742-6596/1618/5/052031, 2020. a
Re, B. and Abgrall, R.: Non-equilibrium Model for Weakly Compressible
Multi-component Flows: The Hyperbolic Operator, in: Lecture Notes in Mechanical Engineering, Springer International Publishing, 33–45,
https://doi.org/10.1007/978-3-030-49626-5_3, 2020. a
Resor, B. R.: Definition of a 5 MW/61.5 m wind turbine blade reference model, Tech. Rep. SAND2013-2569, Sandia National Laboratories,
https://doi.org/10.2172/1095962, 2013. a
Schlichting, H. and Gersten, K.: Boundary layer theory, in: chap. 17,
9th Edn., Springer, 519–542,https://doi.org/10.1007/978-3-662-52919-5, 2017. a
Shin, J., Berkowitz, B., Chen, H., and Cebeci, T.: Prediction of ice shapes and their effect on airfoil performance, in: 29th Aerospace Sciences Meeting, 7–10 January 1991, Reno, Nevada, p. 264, https://doi.org/10.2514/6.1991-264, 1991. a, b
Sirianni, G., Bellosta, T., Re, B., and Guardone, A.: Poly-dispersed
Eulerian-Lagrangian particle tracking for in-flight icing applications, in:
AIAA AVIATION 2022 Forum, 27 June–1 July 2022, Chicago, Illinois and virtual, https://doi.org/10.2514/6.2022-3695, 2022. a
Somers, D. M.: Effects of Airfoil Thickness and Maximum Lift Coefficient on
Roughness Sensitivity, Tech. Rep. NREL//SR-500-36336, NREL – National Renewable Energy Lab., Golden, CO, USA, https://doi.org/10.2172/15011667, 2005. a
Son, C. and Kim, T.: Boundary Conditions of Flow Transition Model for Roughened Surface, AIAA J., 60, 532–536, https://doi.org/10.2514/1.J060641, 2022. a
Sotomayor-Zakharov, D. and Bansmer, S.: Finite-volume Eulerian solver for
simulation of particle-laden flows for icing applications, Comput. Fluids, 228, 105009, https://doi.org/10.1016/j.compfluid.2021.105009, 2021. a
Steiner, J. and Bansmer, S.: Ice Roughness and its Impact on the Ice Accretion Process, in: 8th AIAA Atmospheric and Space Environments Conference, 13–17 June 2016, Washington, DC, https://doi.org/10.2514/6.2016-3591, 2016.
a, b
Switchenko, D., Habashi, W., Reid, T., Ozcer, I., and Baruzzi, G.: Fensap-ice
simulation of complex wind turbine icing events, and comparison to observed
performance data, in: 32nd ASME Wind Energy Symposium, 13–17 January 2014,
National Harbor, Maryland, p. 1399, https://doi.org/10.2514/6.2014-1399, 2014. a, b, c, d
Timmer, W. A.: An Overview of NACA 6-Digit Airfoil Series Characteristics with Reference to Airfoils for Large Wind Turbine Blades, in: 47th AIAA Aerospace Sciences Meeting including The New Horizons Forum and Aerospace Exposition, 5–8 January 2009, Orlando, Florida, https://doi.org/10.2514/6.2009-268, 2009. a
Turkia, V., Huttunen, S., and Wallenius, T.: Method for estimating wind turbine production losses due to icing, no. 114 in VTT Technology, VTT project code: 72921, Technical Research Centre of Finland, https://publications.vtt.fi/pdf/technology/2013/T114.pdf (last access:
7 March 2023), 2013. a, b, c, d, e
Venkatakrishnan, V.: Convergence to Steady State Solutions of the Euler
Equations on Unstructured Grids with Limiters, J. Comput. Phys., 118, 120–130, https://doi.org/10.1006/jcph.1995.1084, 1995. a
Virk, M. S., Homola, M. C., and Nicklasson, P. J.: Relation between Angle of
Attack and Atmospheric Ice Accretion on Large Wind Turbine's Blade, Wind Eng., 34, 607–613, https://doi.org/10.1260/0309-524X.34.6.607, 2010. a
Viterna, L. A. and Janetzke, D. C.: Theoretical and experimental power from
large horizontal-axis wind turbines, Tech. Rep. DOE/NASA/20320-4,
NASA-TM-82944, Lewis Research Center, National Aeronautics and Space Administration, Cleveland, OH, USA, https://doi.org/10.2172/6763041, 1982. a, b
Wright, W. B., Porter, C. E., Galloway, E. T., and Rigby, D. L.: GlennICE 2.1
Capabilities and Results, in: AIAA AVIATION 2022 Forum, 27 June–1 July 2022,
Chicago, Illinois and virtual, https://doi.org/10.2514/6.2022-3309, 2022. a
Yassin, K., Kassem, H., Stoevesandt, B., Klemme, T., and Peinke, J.: Numerical Investigation of Aerodynamic Performance of Wind Turbine Airfoils with Ice Accretion, Wind Energ. Sci. Discuss. [preprint], https://doi.org/10.5194/wes-2021-3, 2021. a
Zanon, A., De Gennaro, M., and Kühnelt, H.: Wind energy harnessing of the NREL 5 MW reference wind turbine in icing conditions under different operational strategies, Renew. Energy, 115, 760–772,
https://doi.org/10.1016/j.renene.2017.08.076, 2018. a, b
Short summary
Ice roughness deteriorates wind turbine aerodynamics. We have shown numerically that this also occurs when complex ice shapes are present on the leading edge, as long as the blade's wet region extends beyond the ice shape itself and roughness elements are high enough. Such features are typical of icing events on wind turbines but are not captured by current icing simulation tools. Future research should focus on correctly computing both the wet region of the blade and the roughness height.
Ice roughness deteriorates wind turbine aerodynamics. We have shown numerically that this also...
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