The following lists the preprints and final revised papers published within the last 90 days.
02 Aug 2021
Data-driven farm-wide fatigue estimation on jacket foundation OWTs for multiple SHM setups
Francisco d N Santos, Nymfa Noppe, Wout Weijtjens, and Christof Devriendt
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-76,https://doi.org/10.5194/wes-2021-76, 2021
Preprint under review for WES (discussion: open, 0 comments)
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29 Jul 2021
Maximal power per device area of a ducted turbine
Nojan Bagheri-Sadeghi, Brian T. Helenbrook, and Kenneth D. Visser
Wind Energ. Sci., 6, 1031–1041, https://doi.org/10.5194/wes-6-1031-2021,https://doi.org/10.5194/wes-6-1031-2021, 2021
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29 Jul 2021
Evaluation of different APC operating strategies considering turbine loading and power dynamics for grid support
Florian Pöschke and Horst Schulte
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-80,https://doi.org/10.5194/wes-2021-80, 2021
Preprint under review for WES (discussion: open, 0 comments)
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28 Jul 2021
WRF-simulated low-level jets over Iowa: characterization and sensitivity studies
Jeanie A. Aird, Rebecca J. Barthelmie, Tristan J. Shepherd, and Sara C. Pryor
Wind Energ. Sci., 6, 1015–1030, https://doi.org/10.5194/wes-6-1015-2021,https://doi.org/10.5194/wes-6-1015-2021, 2021
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27 Jul 2021
Input Torque Measurements for Wind Turbine Gearboxes Using Fiber Optical Strain Sensors
Unai Gutierrez Santiago, Alfredo Fernández Sisón, Henk Polinder, and Jan-Willem van Wingerden
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-69,https://doi.org/10.5194/wes-2021-69, 2021
Preprint under review for WES (discussion: open, 0 comments)
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26 Jul 2021
A Framework for Simultaneous Design of Wind Turbines and Cable Layout in Offshore Wind
Juan-Andrés Pérez-Rúa and Nicolaos A. Cutululis
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-47,https://doi.org/10.5194/wes-2021-47, 2021
Preprint under review for WES (discussion: open, 0 comments)
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26 Jul 2021
A Simplified, Efficient Approach to Hybrid Wind and Solar Plant Site Optimization
Charles Tripp, Darice Guittet, Jennifer King, and Aaron Barker
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-54,https://doi.org/10.5194/wes-2021-54, 2021
Preprint under review for WES (discussion: open, 0 comments)
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26 Jul 2021
Effectively using multifidelity optimization for wind turbine design
John Jasa, Pietro Bortolotti, Daniel Zalkind, and Garrett Barter
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-56,https://doi.org/10.5194/wes-2021-56, 2021
Preprint under review for WES (discussion: open, 1 comment)
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26 Jul 2021
Influence of Wind Turbine Design Parameters on Linearized Physics-Based Models in OpenFAST
Jason M. Jonkman, Emmanuel S. P. Branlard, and John P. Jasa
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-73,https://doi.org/10.5194/wes-2021-73, 2021
Preprint under review for WES (discussion: open, 0 comments)
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23 Jul 2021
Correlations of power output fluctuations in an offshore wind farm using high-resolution SCADA data
Janna Kristina Seifert, Martin Kraft, Martin Kühn, and Laura J. Lukassen
Wind Energ. Sci., 6, 997–1014, https://doi.org/10.5194/wes-6-997-2021,https://doi.org/10.5194/wes-6-997-2021, 2021
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23 Jul 2021
Approaches for predicting wind turbine hub-height turbulence metrics
Hannah Livingston, Nicola Bodini, and Julie K. Lundquist
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-68,https://doi.org/10.5194/wes-2021-68, 2021
Preprint under review for WES (discussion: open, 0 comments)
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12 Jul 2021
Damping Identification of Offshore Wind Turbines using Operational Modal Analysis: A Review
Mees van Vondelen, Sachin T. Navalkar, Alexandros Iliopoulos, Daan van der Hoek, and Jan-Willem van Wingerden
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-41,https://doi.org/10.5194/wes-2021-41, 2021
Preprint under review for WES (discussion: open, 0 comments)
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12 Jul 2021
Experimental analysis of radially resolved dynamic inflow effects due to pitch steps
Frederik Berger, David Onnen, J. Gerard Schepers, and Martin Kühn
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-70,https://doi.org/10.5194/wes-2021-70, 2021
Preprint under review for WES (discussion: open, 1 comment)
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07 Jul 2021
Aeroelastic loads on a 10 MW turbine exposed to extreme events selected from a year-long large-eddy simulation over the North Sea
Gerard Schepers, Pim van Dorp, Remco Verzijlbergh, Peter Baas, and Harmen Jonker
Wind Energ. Sci., 6, 983–996, https://doi.org/10.5194/wes-6-983-2021,https://doi.org/10.5194/wes-6-983-2021, 2021
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07 Jul 2021
Dynamic robust active wake control
Stoyan Kanev and Edwin Bot
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-71,https://doi.org/10.5194/wes-2021-71, 2021
Preprint under review for WES (discussion: open, 1 comment)
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06 Jul 2021
Results from a Wake Steering Experiment at a Commercial Wind Plant: Investigating the Wind Speed Dependence of Wake Steering Performance
Eric Simley, Paul Fleming, Nicolas Girard, Lucas Alloin, Emma Godefroy, and Thomas Duc
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-61,https://doi.org/10.5194/wes-2021-61, 2021
Preprint under review for WES (discussion: open, 1 comment)
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06 Jul 2021
Design, performance and wake characterization of a scaled wind turbine with closed-loop controls
Emmanouil M. Nanos, Carlo L. Bottasso, Filippo Campagnolo, Stefano Letizia, G. Valerio Iungo, and Mario A. Rotea
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-66,https://doi.org/10.5194/wes-2021-66, 2021
Preprint under review for WES (discussion: open, 0 comments)
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30 Jun 2021
How realistic are the wakes of scaled wind turbine models?
Chengyu Wang, Filippo Campagnolo, Helena Canet, Daniel J. Barreiro, and Carlo L. Bottasso
Wind Energ. Sci., 6, 961–981, https://doi.org/10.5194/wes-6-961-2021,https://doi.org/10.5194/wes-6-961-2021, 2021
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24 Jun 2021
Efficient Bayesian calibration of aerodynamic wind turbine models using surrogate modeling
Benjamin Sanderse, Vinit V. Dighe, Koen Boorsma, and Gerard Schepers
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-58,https://doi.org/10.5194/wes-2021-58, 2021
Preprint under review for WES (discussion: open, 1 comment)
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24 Jun 2021
Wind turbine drivetrains: state-of-the-art technologies and future development trends
Amir R. Nejad, Jonathan Keller, Yi Guo, Shawn Sheng, Henk Polinder, Simon Watson, Jianning Dong, Zian Qin, Amir Ebrahimi, Ralf Schelenz, Francisco Gutiérrez Guzmán, Daniel Cornel, Reza Golafshan, Georg Jacobs, Bart Blockmans, Jelle Bosmans, Bert Pluymers, James Carroll, Sofia Koukoura, Edward Hart, Alasdair McDonald, Anand Natarajan, Jone Torsvik, Farid K. Moghadam, Pieter-Jan Daems, Timothy Verstraeten, Cédric Peeters, and Jan Helsen
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-63,https://doi.org/10.5194/wes-2021-63, 2021
Preprint under review for WES (discussion: open, 2 comments)
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23 Jun 2021
Optimal scheduling of the next preventive maintenance activity for a wind farm
Quanjiang Yu, Michael Patriksson, and Serik Sagitov
Wind Energ. Sci., 6, 949–959, https://doi.org/10.5194/wes-6-949-2021,https://doi.org/10.5194/wes-6-949-2021, 2021
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22 Jun 2021
Quantifying wind plant blockage under stable atmospheric conditions
Miguel Sanchez Gomez, Julie K. Lundquist, Jeffrey D. Mirocha, Robert S. Arthur, and Domingo Muñoz-Esparza
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-57,https://doi.org/10.5194/wes-2021-57, 2021
Preprint under review for WES (discussion: open, 1 comment)
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22 Jun 2021
Parked and Operating Loads Analysis in the Aerodynamic Design of Multi-megawatt-scale Floating Vertical Axis Wind Turbines
Mohammad Sadman Sakib and D. Todd Griffith
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-60,https://doi.org/10.5194/wes-2021-60, 2021
Preprint under review for WES (discussion: open, 0 comments)
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17 Jun 2021
On the measurement of stability parameter over complex mountainous terrain
Elena Cantero, Javier Sanz, Fernando Borbón, Daniel Paredes, and Almudena García
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-44,https://doi.org/10.5194/wes-2021-44, 2021
Preprint under review for WES (discussion: open, 0 comments)
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16 Jun 2021
New methods to improve the vertical extrapolation of near-surface offshore wind speeds
Mike Optis, Nicola Bodini, Mithu Debnath, and Paula Doubrawa
Wind Energ. Sci., 6, 935–948, https://doi.org/10.5194/wes-6-935-2021,https://doi.org/10.5194/wes-6-935-2021, 2021
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15 Jun 2021
Wind Turbine Ice Detection Using AEP Loss Method – A Case Study
Jia Yi Jin, Timo Karlsson, and Muhammad S. Virk
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-55,https://doi.org/10.5194/wes-2021-55, 2021
Preprint under review for WES (discussion: open, 2 comments)
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10 Jun 2021
A method for preliminary rotor design – Part 1: Radially Independent Actuator Disc model
Kenneth Loenbaek, Christian Bak, Jens I. Madsen, and Michael McWilliam
Wind Energ. Sci., 6, 903–915, https://doi.org/10.5194/wes-6-903-2021,https://doi.org/10.5194/wes-6-903-2021, 2021
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10 Jun 2021
A method for preliminary rotor design – Part 2: Wind turbine Optimization with Radial Independence
Kenneth Loenbaek, Christian Bak, and Michael McWilliam
Wind Energ. Sci., 6, 917–933, https://doi.org/10.5194/wes-6-917-2021,https://doi.org/10.5194/wes-6-917-2021, 2021
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08 Jun 2021
Response of the International Energy Agency (IEA) Wind 15 MW WindCrete and Activefloat floating wind turbines to wind and second-order waves
Mohammad Youssef Mahfouz, Climent Molins, Pau Trubat, Sergio Hernández, Fernando Vigara, Antonio Pegalajar-Jurado, Henrik Bredmose, and Mohammad Salari
Wind Energ. Sci., 6, 867–883, https://doi.org/10.5194/wes-6-867-2021,https://doi.org/10.5194/wes-6-867-2021, 2021
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08 Jun 2021
Model-based design of a wave-feedforward control strategy in floating wind turbines
Alessandro Fontanella, Mees Al, Jan-Willem van Wingerden, and Marco Belloli
Wind Energ. Sci., 6, 885–901, https://doi.org/10.5194/wes-6-885-2021,https://doi.org/10.5194/wes-6-885-2021, 2021
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07 Jun 2021
Wind turbine load validation in wakes using wind field reconstruction techniques and nacelle lidar wind retrievals
Davide Conti, Vasilis Pettas, Nikolay Dimitrov, and Alfredo Peña
Wind Energ. Sci., 6, 841–866, https://doi.org/10.5194/wes-6-841-2021,https://doi.org/10.5194/wes-6-841-2021, 2021
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07 Jun 2021
Exploitation of the far-offshore wind energy resource by fleets of energy ships – Part 2: Updated ship design and cost of energy estimate
Aurélien Babarit, Félix Gorintin, Pierrick de Belizal, Antoine Neau, Giovanni Bordogna, and Jean-Christophe Gilloteaux
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-39,https://doi.org/10.5194/wes-2021-39, 2021
Revised manuscript under review for WES (discussion: final response, 4 comments)
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07 Jun 2021
Effect of individual blade pitch angle misalignment on the remaining useful life of wind turbines
Matthias Saathoff, Malo Rosemeier, Thorsten Kleinselbeck, and Bente Rathmann
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-42,https://doi.org/10.5194/wes-2021-42, 2021
Revised manuscript under review for WES (discussion: final response, 3 comments)
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07 Jun 2021
Some effects of flow expansion on the aerodynamics of horizontal-axis wind turbines
David Wood and Eric Limacher
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-52,https://doi.org/10.5194/wes-2021-52, 2021
Preprint under review for WES (discussion: final response, 2 comments)
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07 Jun 2021
On sensor optimisation for structural health monitoring robust to environmental variations
Tingna Wang, David J. Wagg, Keith Worden, and Robert J. Barthorpe
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-53,https://doi.org/10.5194/wes-2021-53, 2021
Revised manuscript accepted for WES (discussion: closed, 5 comments)
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04 Jun 2021
Wind farm layout optimization using pseudo-gradients
Erik Quaeghebeur, René Bos, and Michiel B. Zaaijer
Wind Energ. Sci., 6, 815–839, https://doi.org/10.5194/wes-6-815-2021,https://doi.org/10.5194/wes-6-815-2021, 2021
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02 Jun 2021
Active flap control with the trailing edge flap hinge moment as a sensor: using it to estimate local blade inflow conditions and to reduce extreme blade loads and deflections
Sebastian Perez-Becker, David Marten, and Christian Oliver Paschereit
Wind Energ. Sci., 6, 791–814, https://doi.org/10.5194/wes-6-791-2021,https://doi.org/10.5194/wes-6-791-2021, 2021
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01 Jun 2021
A pressure-driven atmospheric boundary layer model satisfying Rossby and Reynolds number similarity
Maarten Paul van der Laan, Mark Kelly, and Mads Baungaard
Wind Energ. Sci., 6, 777–790, https://doi.org/10.5194/wes-6-777-2021,https://doi.org/10.5194/wes-6-777-2021, 2021
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01 Jun 2021
Land-based wind turbines with flexible rail transportable blades – Part I: Conceptual design and aeroservoelastic performance
Pietro Bortolotti, Nick Johnson, Nikhar J. Abbas, Evan Anderson, Ernesto Camarena, and Joshua A. Paquette
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-29,https://doi.org/10.5194/wes-2021-29, 2021
Revised manuscript under review for WES (discussion: final response, 3 comments)
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01 Jun 2021
Statistical impact of wind-speed ramp events on turbines, via observations and coupled fluid-dynamic and aeroelastic simulations
Mark Kelly, Søren Juhl Andersen, and Ásta Hannesdóttir
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-40,https://doi.org/10.5194/wes-2021-40, 2021
Preprint under review for WES (discussion: final response, 3 comments)
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01 Jun 2021
On Turbulence Models and LiDAR Measurements for Wind Turbine Control
Liang Dong, Wai Hou Lio, and Eric Simley
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-51,https://doi.org/10.5194/wes-2021-51, 2021
Revised manuscript under review for WES (discussion: final response, 3 comments)
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28 May 2021
Design and analysis of a wake model for spatially heterogeneous flow
Alayna Farrell, Jennifer King, Caroline Draxl, Rafael Mudafort, Nicholas Hamilton, Christopher J. Bay, Paul Fleming, and Eric Simley
Wind Energ. Sci., 6, 737–758, https://doi.org/10.5194/wes-6-737-2021,https://doi.org/10.5194/wes-6-737-2021, 2021
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28 May 2021
Wind inflow observation from load harmonics: initial steps towards a field validation
Marta Bertelè, Carlo L. Bottasso, and Johannes Schreiber
Wind Energ. Sci., 6, 759–775, https://doi.org/10.5194/wes-6-759-2021,https://doi.org/10.5194/wes-6-759-2021, 2021
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28 May 2021
On the effects of inter-farm interactions at the offshore wind farm Alpha Ventus
Vasilis Pettas, Matthias Kretschmer, Andrew Clifton, and Po Wen Cheng
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-50,https://doi.org/10.5194/wes-2021-50, 2021
Preprint under review for WES (discussion: open, 1 comment)
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27 May 2021
Wind tunnel testing of a swept tip shape and comparison with multi-fidelity aerodynamic simulations
Thanasis Barlas, Georg Raimund Pirrung, Néstor Ramos-García, Sergio González Horcas, Robert Flemming Mikkelsen, Anders Smærup Olsen, and Mac Gaunaa
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-48,https://doi.org/10.5194/wes-2021-48, 2021
Preprint under review for WES (discussion: final response, 2 comments)
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25 May 2021
A simplified model for transition prediction applicable to wind-turbine rotors
Thales Fava, Mikaela Lokatt, Niels Sørensen, Frederik Zahle, Ardeshir Hanifi, and Dan Henningson
Wind Energ. Sci., 6, 715–736, https://doi.org/10.5194/wes-6-715-2021,https://doi.org/10.5194/wes-6-715-2021, 2021
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25 May 2021
Experimental study of the effect of a slat on the aerodynamic performance of a thick base airfoil
Axelle Viré, Bruce LeBlanc, Julia Steiner, and Nando Timmer
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-49,https://doi.org/10.5194/wes-2021-49, 2021
Preprint under review for WES (discussion: open, 1 comment)
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21 May 2021
Control-oriented model for secondary effects of wake steering
Jennifer King, Paul Fleming, Ryan King, Luis A. Martínez-Tossas, Christopher J. Bay, Rafael Mudafort, and Eric Simley
Wind Energ. Sci., 6, 701–714, https://doi.org/10.5194/wes-6-701-2021,https://doi.org/10.5194/wes-6-701-2021, 2021
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21 May 2021
2D Numerical Simulation Study of Airfoil Performance
Nasser Shelil
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-45,https://doi.org/10.5194/wes-2021-45, 2021
Preprint under review for WES (discussion: open, 1 comment)
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21 May 2021
A physically interpretable statistical wake steering model
Balthazar Sengers, Matthias Zech, Pim Jacobs, Gerald Steinfeld, and Martin Kühn
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-43,https://doi.org/10.5194/wes-2021-43, 2021
Preprint under review for WES (discussion: open, 1 comment)
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20 May 2021
A fracture mechanics framework for optimising design and inspection of offshore wind turbine support structures against fatigue failure
Peyman Amirafshari, Feargal Brennan, and Athanasios Kolios
Wind Energ. Sci., 6, 677–699, https://doi.org/10.5194/wes-6-677-2021,https://doi.org/10.5194/wes-6-677-2021, 2021
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19 May 2021
Experimental results of wake steering using fixed angles
Paul Fleming, Michael Sinner, Tom Young, Marine Lannic, Jennifer King, Eric Simley, and Bart Doekemeijer
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-32,https://doi.org/10.5194/wes-2021-32, 2021
Revised manuscript under review for WES (discussion: final response, 3 comments)
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17 May 2021
The smoother the better? A comparison of six post-processing methods to improve short-term offshore wind power forecasts in the Baltic Sea
Christoffer Hallgren, Stefan Ivanell, Heiner Körnich, Ville Vakkari, and Erik Sahlée
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-31,https://doi.org/10.5194/wes-2021-31, 2021
Revised manuscript under review for WES (discussion: final response, 4 comments)
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17 May 2021
High Reynolds investigations on the ability of the full scale e-TellTale sensor to detect flow separation on a wind turbine blade section
Antoine Soulier, Caroline Braud, Dimitri Voisin, and Danbon Frédéric
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-4,https://doi.org/10.5194/wes-2021-4, 2021
Preprint under review for WES (discussion: final response, 3 comments)
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11 May 2021
Evaluation of tilt control for wind-turbine arrays in the atmospheric boundary layer
Carlo Cossu
Wind Energ. Sci., 6, 663–675, https://doi.org/10.5194/wes-6-663-2021,https://doi.org/10.5194/wes-6-663-2021, 2021
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11 May 2021
Assessing Boundary Condition and Parametric Uncertainty in Numerical-Weather-Prediction-Modeled, Long-Term Offshore Wind Speed Through Machine Learning and Analog Ensemble
Nicola Bodini, Weiming Hu, Mike Optis, Guido Cervone, and Stefano Alessandrini
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-33,https://doi.org/10.5194/wes-2021-33, 2021
Revised manuscript under review for WES (discussion: final response, 4 comments)
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10 May 2021
High-resolution offshore wind resource assessment at turbine hub height with Sentinel-1 SAR data and machine learning
Louis de Montera, Henrick Berger, Romain Husson, Pascal Appelghem, Laurent Guerlou, and Mauricio Fragoso
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-35,https://doi.org/10.5194/wes-2021-35, 2021
Preprint under review for WES (discussion: final response, 4 comments)
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10 May 2021
Meso- to micro-scale modeling of atmospheric stability effects on wind turbine wake behavior in complex terrain
Adam S. Wise, James M. T. Neher, Robert S. Arthur, Jeffrey D. Mirocha, Julie K. Lundquist, and Fotini K. Chow
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-36,https://doi.org/10.5194/wes-2021-36, 2021
Revised manuscript under review for WES (discussion: final response, 6 comments)
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10 May 2021
Vertical-axis wind-turbine computations using a 2D hybrid wake actuator-cylinder model
Edgar Alejandro Martinez-Ojeda, Francisco Javier Solorio Ordaz, and Mihir Sen
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-38,https://doi.org/10.5194/wes-2021-38, 2021
Revised manuscript accepted for WES (discussion: closed, 10 comments)
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07 May 2021
Evaluation of idealized large-eddy simulations performed with the Weather Research and Forecasting model using turbulence measurements from a 250 m meteorological mast
Alfredo Peña, Branko Kosović, and Jeffrey D. Mirocha
Wind Energ. Sci., 6, 645–661, https://doi.org/10.5194/wes-6-645-2021,https://doi.org/10.5194/wes-6-645-2021, 2021
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07 May 2021
FAST.Farm load validation for single wake situations at alpha ventus
Matthias Kretschmer, Jason Jonkman, Vasilis Pettas, and Po Wen Cheng
Wind Energ. Sci. Discuss., https://doi.org/10.5194/wes-2021-37,https://doi.org/10.5194/wes-2021-37, 2021
Preprint under review for WES (discussion: final response, 2 comments)
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06 May 2021
Wind turbines in atmospheric flow: fluid–structure interaction simulations with hybrid turbulence modeling
Christian Grinderslev, Niels Nørmark Sørensen, Sergio González Horcas, Niels Troldborg, and Frederik Zahle
Wind Energ. Sci., 6, 627–643, https://doi.org/10.5194/wes-6-627-2021,https://doi.org/10.5194/wes-6-627-2021, 2021
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