کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10293971 512447 2016 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Wind-turbine collective-pitch control via a fuzzy predictive algorithm
ترجمه فارسی عنوان
کنترل توربین بادی توربین با استفاده از یک الگوریتم پیش بینی فازی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی های تجدید پذیر، توسعه پایدار و محیط زیست
چکیده انگلیسی
This paper proposes a new fuzzy predictive algorithm for collective pitch control of large wind turbines. Collective pitch controllers operate in region three to harvest the rated power and maintain the rated speed. The wind turbine model is represented by a Takagi-Sugeno (T-S) fuzzy model. The number of T-S fuzzy rules is reduced based on a gap - metric criterion. A model predictive controller is designed based on the fuzzy model taking into consideration the pitch actuator constraints. The proposed controller is coupled with conventional PI controllers for individual pitch control so as to minimize the moments on the turbine blades. A Kalman observer is designed to estimate the immeasurable states. The performance of the proposed fuzzy-predictive controller is compared to a gain schedule PI controller and a mixed H2/H∞ controller. Simulation results, based on a typical 5-MW offshore wind turbine, demonstrate the superiority of the proposed fuzzy-predictive controller.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Renewable Energy - Volume 87, Part 1, March 2016, Pages 298-306
نویسندگان
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