DOIONLINE 
DOIONLINE Publish In |
International Journal of Industrial Electronics and Electrical Engineering (IJIEEE)-IJIEEE |
 Journal Home Volume Issue |
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Issue |
Volume-5,Issue-9 ( Sep, 2017 ) | |||||||||
Paper Title |
Speed Control of a Brushless DC Motor using Neural Network based MRAC | |||||||||
Author Name |
Kaushal Kishor, Sheela Tiwari | |||||||||
Affilition |
Instrumentation and Control Engineering Department, Dr B.R. Ambedkar NIT Jalandhar, India | |||||||||
Pages |
18-21 | |||||||||
Abstract |
This paper presents the design and performance analysis of Artificial Neural Network based model reference adaptive controller for the speed control of a Brushless DC motor. The model reference adaptive system is a competent controller, which emulates the reference model behavior efficiently. The paper proposes and implements an MRAC with Artificial Neural Network (ANN) to solve the problems of non-linearity and parameter variations caused by load excursions and varying ambient temperature. The performance of the MRAC based controller for BLDC motor drive system is compared satisfactorily with a PID controller using MATLAB/ SIMULINK. Keywords Model reference adaptive control (MRAC), BLDC Motor, Artificial neural network (ANN), PID controller. | |||||||||
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