International Journal of Power Electronics and Drive Systems (IJPEDS)
Vol 10, No 1: March 2019

GA-ANFIS PID compensated model reference adaptive control for BLDC motor

Murali Dasari (Jawaharlal Nehru Technological University Anantapur)
A Sreenivasula Reddy (jntu univercity hyderabad)
M Vijaya kumar (Jawaharlal Nehru Technological University Anantapur)



Article Info

Publish Date
01 Mar 2019

Abstract

Adaptive control is one of the widely used control strategies to design advanced control systems for better performance and accuracy. Model reference adaptive control (MRAC) is a direct adaptive strategy with some adjustable controller parameters and an adjusting mechanism to adjust them. In this work Model Reference Adaptive Control for BLDC motors has been designed with a PID controller tuned by GA-ANFIS. GA-Trained ANFIS framework for tuning the PID controller has been proposed. This is used along with the MRAC to deliver enhanced performance in the control of BLDC motor. The performance of the proposed approach is validated for motor control under conditions of change in speed, change in load, change in inertia and change in phase resistance.. The performance is validated against convention PID and self tuning PID controllers. The result demonstrates a superior performance of the proposed approach

Copyrights © 2019






Journal Info

Abbrev

IJPEDS

Publisher

Subject

Control & Systems Engineering Electrical & Electronics Engineering

Description

International Journal of Power Electronics and Drive Systems (IJPEDS, ISSN: 2088-8694, a SCOPUS indexed Journal) is the official publication of the Institute of Advanced Engineering and Science (IAES). The scope of the journal includes all issues in the field of Power Electronics and drive systems. ...