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Iranian Journal of Electrical and Electronic Engineering، جلد ۱۳، شماره ۳، صفحات ۰-۰
عنوان فارسی
چکیده فارسی مقاله
کلیدواژه‌های فارسی مقاله
عنوان انگلیسی Intelligent Control for the Variable-Speed Variable-Pitch Wind Energy System
چکیده انگلیسی مقاله In this paper, a new type of multi-variable compensation control method for the wind energy conversion systems (WECS) is presented. Based on wind energy conversion systems, combining artificial neural network (ANN) control and PID, a new type of PID NN intelligent controller for steady state torque of the wind generator is designed, by which the steady state torque output is regulated to track the optimal curve of wind power factor and the blade pitch angle is regulated to keep the stable power output. Also, the LPV model of the WECS, LPV compensator for the wind generator is designed to effectively compensate output of the wind generator torque and the blade pitch angle. Finally, simulation models of the control system based on a realistic model of a 8 kw wind turbines are built up based on the Dspace platform. The results show that the proposed method can reduce interferences caused by disturbed parameters of the WECS, mechanical shocks of the wind generator speed are reduced while capturing the largest wind energy fluctuation range of wind generator power output is reduced, and the working efficiency of the variable pitch servo system is improved.
کلیدواژه‌های انگلیسی مقاله ANN, Dspace, PID NN, Wind energy conversion systems
نویسندگان مقاله m حیدری | m. heidari
iran
نشانی اینترنتی http://ijeee.iust.ac.ir/browse.php?a_code=A-10-1846-1&slc_lang=en&sid=en
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کد مقاله (doi)
زبان مقاله منتشر شده en
موضوعات مقاله منتشر شده 1-Power systems Control
نوع مقاله منتشر شده Research Paper
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