Study on the Digital Redesign Using Fuzzy Inference Systems

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  • Kwon, Oh-Kook (Dept. of Electrical Engineering, Yonsei University) ;
  • Chang, Wook (Dept. of Electrical Engineering, Yonsei University) ;
  • Joo, Young-Hoon (Dept. of Control and Instrumentation Engineering, Kunsan National University) ;
  • Park, Jin-Bae (Dept. of Electrical Engineering, Yonsei University) ;
  • Choi, Yoon-Ho (Dept. of Electronic Engineering, Kyonggi University)
  • 권오국 (연세대학교 전기공학과) ;
  • 장욱 (연세대학교 전기공학과) ;
  • 주영훈 (군산대학교 제어계측공학과) ;
  • 박진배 (연세대학교 전기공학과) ;
  • 최윤호 (경기대학교 전자공학과)
  • Published : 1998.07.20

Abstract

In this paper, the optimal digital redesign is studied within the framework of fuzzy systems and dual-rate sampling control theory. An equivalent fast-rate discrete-time state-space model of the continuous-time system is constructed by using fuzzy inference systems. To obtain the optimal feedback gains developed in the continuous-time system, the constructed fuzzy system is converted into a continuous-time system. The developed continuous-time control law is converted into an equivalent slow-rate digital control law using the proposed digital redesign method. The digital redesign technique using a fuzzy model is employed to simulate the inverted pendulum dynamics.

Keywords