Volume 13, Issue 3 (September 2017)                   IJEEE 2017, 13(3): 278-286 | Back to browse issues page

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Heidari M. Intelligent Control for the Variable-Speed Variable-Pitch Wind Energy System . IJEEE. 2017; 13 (3) :278-286
URL: http://ijeee.iust.ac.ir/article-1-1003-en.html
Abstract:   (2229 Views)
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 8kw 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 energyfluctuation range of wind generator power output is reduced, and the working efficiency of the variable pitch servo system is improved.
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Type of Study: Research Paper | Subject: System Dynamics and Control
Received: 2016/10/08 | Accepted: 2017/07/19 | Published: 2017/09/06

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© 2019 by the authors. Licensee IUST, Tehran, Iran. This is an open access journal distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license.