Performance Analysis for Smooth Power Generation of WECS System Using ANN/PI Based Control Techniques
Vinaya Rana1, M.A. Ansari2, Yogesh K. Chauhan3
1Vinaya Rana*, EED, SOE, Gautam Buddha University, Greater Noida, India.
2M. A. Ansari, EED, SOE, Gautam Buddha University, Greater Noida, India.
3Yogesh K. Chauhan, EED, KNIT, Sultanpur, India.
Manuscript received on July 20, 2019. | Revised Manuscript received on August 10, 2019. | Manuscript published on August 30, 2019. | PP: 2265-2271 | Volume-8 Issue-6, August 2019. | Retrieval Number: F8661088619/2019©BEIESP | DOI: 10.35940/ijeat.F8661.088619
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: In this paper, the physical control techniques of tip speed ratio and blade pitch angle of wind energy conversion system for smooth power generation has been demonstrated. To extract smooth power from WECS, it is required to control the system in such a way that it must produce a constant torque. ANN and PI are the most effective control techniques for the optimal control of TSR and BPA to maintain the constant torque. The proposed system contains the design of ANN and PI based controller for performance analysis of WECS. MATLAB/Simulink environment is used to implement the system to test on different uncertain conditions of wind. The obtained results are found suitable with the design ANN and PI based controller WECS system.
Keywords: Blade pitch angle, control techniques, Tip speed ratio, controller.