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All Journal IAES International Journal of Robotics and Automation (IJRA)
Satbir Singh
University Institute of Engineering and Technology
Automotive Engineering Electrical & Electronics Engineering

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Implementation of ANFIS based controller on IG wind farm for improved performance Pragya Sharma; Satbir Singh; Vivek Pahwa
IAES International Journal of Robotics and Automation (IJRA) Vol 8, No 2: June 2019
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (897.056 KB) | DOI: 10.11591/ijra.v8i2.pp94-104

Abstract

In this paper, the transient performance of a 9-MW Induction Generator (IG) wind farm is improved by implementing an Adaptive Neuro Fuzzy Inference System (ANFIS) based controller on the turbine in MATLAB/SIMULINK environment using phasor analysis. Initially, the parameters of PI controller is developed using conventional method. Then, with the help of PI controller, the ANFIS based controller is trained. This developed controller reduces peak overshoot and settling time of active power and torque-speed characteristics in contrast to PI controller. Further, the system is linearized and the obtained results in time domain have been validated for stability by using Pole-Zero plot.
Co-Authors Pragya Sharma Vivek Pahwa