Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)

The Korean Institute of Electrical Engineers (대한전기학회)
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Development of Hybrid Artificial Intelligent Controller for Induction Motor Drive

유도전동기 드라이브를 위한 하이브리드 인공지능 제어기의 개발

  • Ko, Jae-Sub (School of Information & Communication Engineering. Sunchon National Univ.) ;
  • Lee, Jung-Chul (School of Information & Communication Engineering. Sunchon National Univ.) ;
  • Lee, Hong-Gyun (School of Information & Communication Engineering. Sunchon National Univ.) ;
  • Nam, Su-Myeong (School of Information & Communication Engineering. Sunchon National Univ.) ;
  • Choi, Jung-Sik (School of Information & Communication Engineering. Sunchon National Univ.) ;
  • Park, Bung-Sang (School of Information & Communication Engineering. Sunchon National Univ.) ;
  • Chung, Dong-Hwa (School of Information & Communication Engineering. Sunchon National Univ.)
  • 고재섭 (순천대학교 공과대학 정보통신공학부) ;
  • 이정철 (순천대학교 공과대학 정보통신공학부) ;
  • 이홍균 (순천대학교 공과대학 정보통신공학부) ;
  • 남수명 (순천대학교 공과대학 정보통신공학부) ;
  • 최정식 (순천대학교 공과대학 정보통신공학부) ;
  • 박병상 (순천대학교 공과대학 정보통신공학부) ;
  • 정동화 (순천대학교 공과대학 정보통신공학부)
  • Published : 2005.04.28
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Abstract

This paper is proposed HAI controller for high performance of induction motor drive. The design of this algorithm based on FNN controller that is implemented using fuzzy control and neural network. This controller uses fuzzy rule as training patterns of a neural network. The control performance of the HAI controller is evaluated by analysis for various operating conditions. The results of analysis prove that the proposed control system has strong high performance and robustness to parameter variation, and steady-state accuracy and transient response.

Keywords