Numerical Study and Optimization-Based Sensitivity Analysis of a Vertical-Axis Wind Turbine

This study aims to introduce a new optimization method for designing a vertical-axis wind turbine (VAWT) that dynamically morphs its blades as a function of the tip-speed ratio (TSR) and azimuthal angle. For this purpose, the Darrieus turbine is the subject of a dynamic study under transient aerodynamic loads. By resolving the two-dimensional unsteady incompressible Navier–Stokes equation, the aerodynamic torque is obtained with the k-ϵ realizable turbulence model. A comparison between rotor operation at optimal and lower Cp values is possible according to the investigation of flow-field characteristics for a variety of tip-speed ratio values, with experimental results so that a better understanding of the vertical-axis wind turbine’s basic physics is obtained. Then, a multi-objective optimization technique is coupled with ANSYS Workbench to increase the energy generation of VAWT blades by reducing the drag coefficient and maximizing the power coefficient. The input variables were evaluated through a sensitivity analysis, and the most important one was chosen. The analysis results of the best compromise showed that the design methodology’s output is feasible for manufacturing.

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Publication Details

Journal
Energies
Published
2024-12-13
DOI
https://doi.org/10.3390/en17246300
Citations
5
Primary Topic
Wind Energy Research and Development
Type
article
Field-Weighted Citation Impact
6.49
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article

Numerical Study and Optimization-Based Sensitivity Analysis of a Vertical-Axis Wind Turbine

Bouchaïb Radi, Abdelkhalak El Hami, Rabii El Maani
5 citations
Energies
Wind Energy Research and Development
6.49
article

Numerical Study and Optimization-Based Sensitivity Analysis of a Vertical-Axis Wind Turbine

Bouchaïb Radi, Abdelkhalak El Hami, Rabii El Maani
article en
5 citations

Abstract

This study aims to introduce a new optimization method for designing a vertical-axis wind turbine (VAWT) that dynamically morphs its blades as a function of the tip-speed ratio (TSR) and azimuthal angle. For this purpose, the Darrieus turbine is the subject of a dynamic study under transient aerodynamic loads. By resolving the two-dimensional unsteady incompressible Navier–Stokes equation, the aerodynamic torque is obtained with the k-ϵ realizable turbulence model. A comparison between rotor operation at optimal and lower Cp values is possible according to the investigation of flow-field characteristics for a variety of tip-speed ratio values, with experimental results so that a better understanding of the vertical-axis wind turbine’s basic physics is obtained. Then, a multi-objective optimization technique is coupled with ANSYS Workbench to increase the energy generation of VAWT blades by reducing the drag coefficient and maximizing the power coefficient. The input variables were evaluated through a sensitivity analysis, and the most important one was chosen. The analysis results of the best compromise showed that the design methodology’s output is feasible for manufacturing.

EnergiesVol. 17(24)
Normandie Université (FR), Université Sultan Moulay Slimane (MA), Université Hassan 1er (MA), Université de Rouen Normandie (FR), Institut National des Sciences Appliquées Rouen Normandie (FR)
Affordable and clean energy
Openalex Percentile: Top 4%
Wind Energy Research and Development
6.49
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