Articles | Volume 6, issue 2
https://doi.org/10.5194/wes-6-491-2021
© Author(s) 2021. 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-6-491-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Surrogate-based aeroelastic design optimization of tip extensions on a modern 10 MW wind turbine
DTU Wind Energy, Frederiksborgvej 399, 4000 Roskilde, Denmark
Néstor Ramos-García
DTU Wind Energy, Frederiksborgvej 399, 4000 Roskilde, Denmark
Georg Raimund Pirrung
DTU Wind Energy, Frederiksborgvej 399, 4000 Roskilde, Denmark
Sergio González Horcas
DTU Wind Energy, Frederiksborgvej 399, 4000 Roskilde, Denmark
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Cited
16 citations as recorded by crossref.
- Wind turbine performance enhancement with minimal structural load penalty: A design philosophy V. Matheswaran & P. Moriarty https://doi.org/10.1177/0309524X231212565
- CFD-based curved tip shape design for wind turbine blades M. Madsen et al. https://doi.org/10.5194/wes-7-1471-2022
- Effectively using multifidelity optimization for wind turbine design J. Jasa et al. https://doi.org/10.5194/wes-7-991-2022
- Surrogate models for predicting stall-induced vibrations on wind turbine blades C. Santhanam et al. https://doi.org/10.1088/1742-6596/2265/3/032005
- Comparison of different fidelity aerodynamic solvers on the IEA 10 MW turbine including novel tip extension geometries R. Behrens de Luna et al. https://doi.org/10.1088/1742-6596/2265/3/032002
- Surrogate models for the blade element momentum aerodynamic model using non-intrusive polynomial chaos expansions R. Haghi & C. Crawford https://doi.org/10.5194/wes-7-1289-2022
- Disentangling wake and projection effects in the aerodynamics of wind turbines with curved blades A. Li et al. https://doi.org/10.5194/wes-10-2299-2025
- Development of nonlinear flat shell element with nonlinear thickness variation for highly flexible wind turbine blade H. Moon et al. https://doi.org/10.1016/j.renene.2024.121279
- A review of aeroelastic instabilities and resonance effects in wind turbine blade dynamics M. Saram & J. Yang https://doi.org/10.1177/0309524X251405726
- Surrogate Modeling and Aeroelastic Analysis of a Wind Turbine with Down-Regulation, Power Boosting, and IBC Capabilities V. Pettas & P. Cheng https://doi.org/10.3390/en17061284
- A study of Stall-Induced Vibrations using Surrogate-Based Optimization C. Santhanam et al. https://doi.org/10.1016/j.renene.2023.05.054
- Computationally efficient aerodynamic modelling of swept wind turbine blades using coupled near-wake and vortex cylinder models A. Li et al. https://doi.org/10.5194/wes-10-2515-2025
- A computationally efficient engineering aerodynamic model for swept wind turbine blades A. Li et al. https://doi.org/10.5194/wes-7-129-2022
- Wind tunnel testing of a swept tip shape and comparison with multi-fidelity aerodynamic simulations T. Barlas et al. https://doi.org/10.5194/wes-6-1311-2021
- Atmospheric rotating rig testing of a swept blade tip and comparison with multi-fidelity aeroelastic simulations T. Barlas et al. https://doi.org/10.5194/wes-7-1957-2022
- Flutter performance of wind turbine blades with different pre-bend magnitudes H. Yu et al. https://doi.org/10.1088/1742-6596/3231/1/012148
16 citations as recorded by crossref.
- Wind turbine performance enhancement with minimal structural load penalty: A design philosophy V. Matheswaran & P. Moriarty https://doi.org/10.1177/0309524X231212565
- CFD-based curved tip shape design for wind turbine blades M. Madsen et al. https://doi.org/10.5194/wes-7-1471-2022
- Effectively using multifidelity optimization for wind turbine design J. Jasa et al. https://doi.org/10.5194/wes-7-991-2022
- Surrogate models for predicting stall-induced vibrations on wind turbine blades C. Santhanam et al. https://doi.org/10.1088/1742-6596/2265/3/032005
- Comparison of different fidelity aerodynamic solvers on the IEA 10 MW turbine including novel tip extension geometries R. Behrens de Luna et al. https://doi.org/10.1088/1742-6596/2265/3/032002
- Surrogate models for the blade element momentum aerodynamic model using non-intrusive polynomial chaos expansions R. Haghi & C. Crawford https://doi.org/10.5194/wes-7-1289-2022
- Disentangling wake and projection effects in the aerodynamics of wind turbines with curved blades A. Li et al. https://doi.org/10.5194/wes-10-2299-2025
- Development of nonlinear flat shell element with nonlinear thickness variation for highly flexible wind turbine blade H. Moon et al. https://doi.org/10.1016/j.renene.2024.121279
- A review of aeroelastic instabilities and resonance effects in wind turbine blade dynamics M. Saram & J. Yang https://doi.org/10.1177/0309524X251405726
- Surrogate Modeling and Aeroelastic Analysis of a Wind Turbine with Down-Regulation, Power Boosting, and IBC Capabilities V. Pettas & P. Cheng https://doi.org/10.3390/en17061284
- A study of Stall-Induced Vibrations using Surrogate-Based Optimization C. Santhanam et al. https://doi.org/10.1016/j.renene.2023.05.054
- Computationally efficient aerodynamic modelling of swept wind turbine blades using coupled near-wake and vortex cylinder models A. Li et al. https://doi.org/10.5194/wes-10-2515-2025
- A computationally efficient engineering aerodynamic model for swept wind turbine blades A. Li et al. https://doi.org/10.5194/wes-7-129-2022
- Wind tunnel testing of a swept tip shape and comparison with multi-fidelity aerodynamic simulations T. Barlas et al. https://doi.org/10.5194/wes-6-1311-2021
- Atmospheric rotating rig testing of a swept blade tip and comparison with multi-fidelity aeroelastic simulations T. Barlas et al. https://doi.org/10.5194/wes-7-1957-2022
- Flutter performance of wind turbine blades with different pre-bend magnitudes H. Yu et al. https://doi.org/10.1088/1742-6596/3231/1/012148
Saved (final revised paper)
Latest update: 11 Jun 2026
Short summary
A method to design advanced tip extensions for modern wind turbine blades is presented in this work. The resulting design concept has high potential in terms of actual implementation in a real rotor upscaling with a potential business case in reducing the cost of energy produced by future large wind turbine rotors.
A method to design advanced tip extensions for modern wind turbine blades is presented in this...
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