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

被引:0
作者
El Maani, Rabii [1 ]
Radi, Bouchaib [2 ]
El Hami, Abdelkhalak [3 ]
机构
[1] Sultan Moulay Slimane Univ, Lab Comp & Math Proc Engn LIPIM, ENSA Khouribga, Beni Mellal 25000, Morocco
[2] Hassan First Univ, Lab Engn Ind Management & Innovat LIMII, FST Settat, Settat 26000, Morocco
[3] Normandie Univ, Lab Mech Normandy LMN, INSA Rouen, F-76000 St Etienne De Rouvray, France
关键词
wind energy; CFD analysis; VAWT; numerical simulation; SHAPE OPTIMIZATION; PERFORMANCE; ALGORITHM; POWER;
D O I
10.3390/en17246300
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
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-& varepsilon; 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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页数:17
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