Neuro-fuzzy Controller for High Performance Induction Motor Drives

This paper presents development of a neuro-fuzzy system for performance enhancement of a.c.voltage controller fed induction motor drives. Improvement in motor efficiency and power factor is achieved by suitably adapting the motor flux to optimum point by stator voltage control. The optimum SCR firin...

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Bibliographic Details
Published in:International journal of computer applications 2012-01, Vol.38 (10)
Main Authors: Mohanasundaram, K, Sathiyasekar, K, Rajasekar, N
Format: Article
Language:English
Subjects:
Artificial neural networks
Computer simulation
Electric potential
Fuzzy logic
Induction motors
Motors
Optimization
Voltage
Online Access:Get full text
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Summary:This paper presents development of a neuro-fuzzy system for performance enhancement of a.c.voltage controller fed induction motor drives. Improvement in motor efficiency and power factor is achieved by suitably adapting the motor flux to optimum point by stator voltage control. The optimum SCR firing angle for each operating point is readily estimated by the neuro-fuzzy system. Extensive simulation is carried out with the proposed technique and the results are presented.
ISSN:0975-8887
0975-8887
DOI:10.5120/4723-6899