대한전기학회논문지:시스템및제어부문D (The Transactions of the Korean Institute of Electrical Engineers D)

대한전기학회 (The Korean Institute of Electrical Engineers)
권호 표지

퍼지-뉴럴 제어기를 이용한 유도전동기 속도 제어

Speed Control of an Induction Moter using Fuzzy-Neural Controller

  • 발행 : 2006.10.01
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

Generally PI controller is used to control the speed of an induction motor. It has the good performance of speed control in case of adjusting the control parameters. But it occurred the problem to change the control parameters in the change of operation condition. In order to solve this problem, Fuzzy control or Artificial neural network is introduced in the speed control of an induction motor. However, Fuzzy control have the problems as the difficulties to change the membership function and fuzzy rule and the remaining error Also Neural network has the problem as the difficulties to analyze the behavior of inner part. Therefore, the study on the combination of two controller is proceeded. In this paper, Fuzzy-neural controller to make up these controllers in parallel is proposed and the speed control of an induction motor is performed using the proposed controller Through the experiment, the fast response and good stability of the proposed speed controller is proved.

키워드

참고문헌

  1. B. K. Bose, 'Technology Trends in Microcomputer Control of Electrical Machines,' IEEE Trans. Ind. Elect., vol.35, No.1, pp. 160-177, 1988 https://doi.org/10.1109/41.3080
  2. K. Kenzo, O. Tsutomu and S. Takashi, 'Application Trends in AC Motor Drives,' IEEE IECON'92, pp. 31-36, 1992 https://doi.org/10.1109/IECON.1992.254608
  3. Sun Wei, 'An Adaptive Fuzzy Control for AC Servo Motor,' Proceedings of the Fifth International Conference on Electrical Machines and Systems, Shenyang, China, pp. 782-786, 2001 https://doi.org/10.1109/ICEMS.2001.971793
  4. Liaw, C.-M. Wang, J.-B. 'Design and implementation of a fuzzy controller for a high performance induction motor drive,' Systems, Man and Cybernetics, IEEE Transactions on Volume 21, Issue 4, July-Aug. Page(s):921-929, 1991 https://doi.org/10.1109/21.108310
  5. Young-Ho Kang, Lark-kyo Kim, 'Speed Control of AC Servo Motor with Loads Using Neuro-Fuzzy Controller,' 전기학회 논문지, 제51권 제8호, pp.352-359, 2002