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Aerodynamic optimal design of wind turbine blades using genetic algorithm

عنوان مقاله: Aerodynamic optimal design of wind turbine blades using genetic algorithm
شناسه ملی مقاله: JR_EES-2-2_007
منتشر شده در شماره 2 دوره 2 فصل Summer and Autumn در سال 1393
مشخصات نویسندگان مقاله:

Mojtaba Tahani - Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran
Tahmine Sokhansefat - Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran
Kiana Rahmani - Faculty of New Sciences and Technologies, University of Tehran, Tehran, Iran
Pouria Ahmadi - Department of Mechanical Engineering, University of Ontraio Institute of Technology, Toronto, Ontario, Canada

خلاصه مقاله:
Wind power has been widely considered and utilized in recent years as one of the most promising renewable energy sources. In the current research study, aerodynamic analysis of the upwind three-bladed horizontal axis turbine is carried out using blade element momentum theory (BEM), and a genetic algorithm (GA) is applied as an optimization method. Output power generation is considered as an objective function, which is one of the most common choices of objective function. The optimization variables also involve chord and twist distribution variations and the placement of the airfoil sections along the blade length. The optimal blade shape is investigated for the maximum output power at a specific wind speed, rotor diameter and airfoil profile. The modified BEM results are compared with an experimental measurement indicating reliable results. The results show that considering placement of the airfoils as design variables in addition to chord and twist rate has a significant effect on the optimal output power. Finally, the objective function (output power) is improved by 10% compared to the base function.

کلمات کلیدی:
Aerodynamic, BEM & GA, Optimization, Output Power, Wind turbine blade

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/515073/