Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 2001.07d
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- Pages.2286-2288
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- 2001
Neuro-Fuzzy Controller Design of DSP for Real-time control of 3-Phase induction motors
3상 유도전동기의 실시간 제어를 위한 DSP의 뉴로-퍼지 제어기 설계
- Lim, Tae-Woo (Dept. of Control & Instrumentation Wonkwang Univ.) ;
- Kang, Hack-Su (Dept. of Electronic Jeonju Technical Collage) ;
-
Ahn, Tae-Chon
(Dept. of Control & Instrumentation Wonkwang Univ.)
;
- Yoon, Yang-Woong (Dept. of Control & Instrumentation Wonkwang Univ.)
- 임태우 (원광대학교 제어계측공학과 지능정보시스템 연구실) ;
- 강학수 (전주 공업대학 전기공학과) ;
-
안태천
(원광대학교 제어계측공학과 지능정보시스템 연구실)
;
- 윤양웅 (원광대학교 제어계측공학과 지능정보시스템 연구실)
- Published : 2001.07.18
Abstract
In this paper, a drive system of induction motor with high performance is realized on the viewpoint of the design and experiment, using the DSP (TMS320F240). The speed controller for induction motor drive system is designed on the basis of a neuro-fuzzy network. The neuro-fuzzy controller acts as a feed-forward controller that provides the right control input for the plant and accomplishes error back-propagation algorithm through the network. The proposed network is used to achieve the high speedy calculation of the space vector PWM (Pulse Width Modulation) and to build the neuro-fuzzy control algorithm, for the real-time control. The proposed neuro-fuzzy algorithm on the basis of DSP shows that experimental results have good performance for the precise speed control of an induction motor drive system. It is confirmed that the proposed controller could provide more improved control performance than conventional v/f vector controllers through the experiment.
Keywords