Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)

The Korean Institute of Electrical Engineers (대한전기학회)
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Speed Control of Induction Motor Drive using Adaptive FNN Controller

적응 FNN 제어기를 이용한 유도전동기 드라이브의 속도제어

  • Lee, Hong-Gyun (School of information & Communication Engineering, Sunchon National Univ.) ;
  • Lee, Jung-Chul (School of information & Communication Engineering, Sunchon National Univ.) ;
  • Lee, Young-Sil (School of information & Communication Engineering, Sunchon National Univ.) ;
  • Nam, Su-Myeong (School of information & Communication Engineering, Sunchon National Univ.) ;
  • Chung, Dong-Hwa (School of information & Communication Engineering, Sunchon National Univ.)
  • 이홍균 (순천대학교 공과대학 정보통신공학부) ;
  • 이정철 (순천대학교 공과대학 정보통신공학부) ;
  • 이영실 (순천대학교 공과대학 정보통신공학부) ;
  • 남수명 (순천대학교 공과대학 정보통신공학부) ;
  • 정동화 (순천대학교 공과대학 정보통신공학부)
  • Published : 2004.04.22
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Abstract

This paper is proposed adaptive fuzzy-neural network(FNN) controller for speed control of induction motor drive. The design of this algorithm based on FNN controller that is implemented using fuzzy control and neural network. A model reference adaptive scheme is proposed in which the adaptation mechanism is executed by fuzzy logic based on the error and change of error measured between the motor speed and output of a reference model. The control performance of the adaptive FNN controller is evaluated by analysis for various operating conditions.

Keywords