Multi-Objective Optimization of a Small Horizontal-Axis Wind Turbine Blade for Generating the Maximum Startup Torque at Low Wind Speeds

被引:22
作者
Akbari, Vahid [1 ]
Naghashzadegan, Mohammad [1 ]
Kouhikamali, Ramin [1 ]
Afsharpanah, Farhad [2 ]
Yaici, Wahiba [3 ]
机构
[1] Univ Guilan, Dept Mech Engn, Univ Campus 2, Rasht 41996, Iran
[2] Babol Noshirvani Univ Technol, Dept Mech Engn, Babol 47148, Iran
[3] Nat Resources Canada, CanmetENERGY Res Ctr, Ottawa, ON K1A 1M1, Canada
关键词
wind energy; blade; airfoil; small wind turbine; multi-objective optimization; computational fluid dynamics (CFD); artificial neural network (ANN); genetic algorithm; power coefficient; startup torque; AIRFOIL; NUMBER; HAWT;
D O I
10.3390/machines10090785
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Generating a high startup torque is a critical factor for the application of small wind turbines in regions with low wind speed. In the present study, the blades of a small wind turbine were designed and optimized to maximize the output power and startup torque. For this purpose, the chord length and the twist angle were considered as design variables, and a multi-objective optimization study was used to assess the optimal blade geometry. The blade element momentum (BEM) technique was used to calculate the design goals and the genetic algorithm was utilized to perform the optimization. The BEM method and the optimization tools were verified with wind tunnel test results of the base turbine and Schmitz equations, respectively. The results showed that from the aerodynamic viewpoint, the blade of a small wind turbine can be divided into two sections: r/R < 0.52, which is responsible for generating the startup torque, and r/R >= 0.52, where most of the turbine power is generated. By increasing the chord length and twist angle (especially chord length) in the r/R < 0.52 section and following the ideal chord length and twist angle distributions in the r/R >= 0.52 part, a 140% rise in the startup torque of the designed blade was observed with only a 1.5% reduction in power coefficient, compared with the base blade. Thereby, the startup wind speed was reduced from 6 m/s for the base blade to 4 m/s for the designed blade, which provides greater possibilities for the operation of this turbine in areas with lower wind speeds.
引用
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页数:21
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