Open AccessPerformance Analysis for Smooth Power Generation of WECS System Using ANN/PI Based Control Techniques
Author(s) -
Vinaya Rana,
M. A. Ansari,
Yogesh K. Chauhan
Publication year - 2019
Publication title -
international journal of engineering and advanced technology
Language(s) - English
Resource type - Journals
ISSN - 2249-8958
DOI - 10.35940/ijeat.f8661.088619
Subject(s) - control theory (sociology) , pid controller , torque , matlab , power (physics) , controller (irrigation) , constant (computer programming) , wind speed , wind power , control system , electronic speed control , pitch control , tip speed ratio , engineering , computer science , control engineering , control (management) , temperature control , physics , agronomy , electrical engineering , quantum mechanics , artificial intelligence , biology , meteorology , thermodynamics , programming language , operating system
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.