Linear Servo System by Fuzzy Control using Parameter Tuning of Membership Function

소속함수 파라미터 동조 퍼지제어에 의한 선형 서보 시스템

  • 엄기환 (동국대학교 전자공학과) ;
  • 손동설 (유한전문대학 전자과) ;
  • 이용구 (동국대학교 대학원 전자공학과)
  • Published : 1995.06.01

Abstract

In this paper, for fuzzy control of linear servo system using the moving coil type linear DC motor, we propose a new fuzzy control method using parameter tuning for membership functions. A proposed fuzzy control method tunes parameters of membership function to have an appropriate control input signal for system when error exceeds predefined value and makes an inference using conventional fuzzy control rules when error reduces to a predefined value. To verify usefulness of a proposed fuzzy control method, making simulation and experiment, we compare with characteristics for conventional fuzzy control method.

Keywords

References

  1. Analysis of Fuzzy information Vol Ⅱ: Artificial Intelligence and Decision System Bezdek,J.C.
  2. Analysis of Fuzzy information Vol Ⅱ: Applications in Engineering and Science Bezdek,J.C.
  3. Approximate Reasoning in Expert Systems Gupta,M.M.;Kandel,A.;Bander,W.;Kiszka,J.B.
  4. IEEE Proc Control & Science v.121 no.12 Application of Fuzzy algorithm for control of simple dynamic plant Mamdani,E.H.
  5. GEC JOURNAL OF RESEARCH v.11 no.2 FUZZY LOGIC CONTROL R JHONSTON
  6. Automatica v.30 no.7 Practical Design of Nonlinear Fuzzy Controllers with Unknown Mathematical Models HAO YING
  7. FUZZ·IEEE v.2 A Cascade Architecture of adaptive Fuzzy Controllers For Inverted Pendulms Ming Kun Gu(et al.)
  8. 일본전기학회논문집 v.111 no.3 Hybrid Control for DC Motor 松永信智;川路茂休
  9. Second IEEE Conference on Control Application Adaptive Fuzzy Control with Model Reference-Based Fuzzy Adaptation Mechanism Zohenko Kovaac
  10. FUZZ·IEEE v.2 A Self Tuning Adaptive Resdution Fuzzy Control Algorithm Ho Chung Lui(et al.)
  11. Second IEEE Conference on Control Application Variable Structed Robust Control by Fuzzy logic and Stability for AC Drive System M Strefezza;H. Kobayashi,Y.F Chen
  12. Proceeding of the 1992 IEEE/RSJ International Conference on Inteligent Robots and Systems ON THE DEVELOPMENT OF A FUZZY MODEL-BASED CONTROLLER FOR ROBOTIC MANIPULATORS J.Y.Lai;J.J.Shieh
  13. Fuzzy Set and Systems v.29 Weld-Line Traking Control of Arc Welding Robot Using Fuzzy Logic Controller S Murakami;F.Takemoto
  14. IEEE Proc. of 23rd Conference on Decision and Control Fuzzy Parking Control of Model Car M Sugeno;K Murakami
  15. IEEE Control Systm Magazine Development of fuzzy algorithms servo systems Li,Y.F.;Lau,C.C.
  16. FUZZ·IEEE v.2 STOCHASTIC FUZZY DIRECT ADAPTIVE CONTROL Dr. Tuan T.
  17. 동국대 박사학위논문 선형직류전동기의 최적설계 및 제어 손동설