Gain-phase margin analysis of fuzzy control systems

Jau Woei Perng*, Bing-Fei Wu, Tsu Tian Lee

*Corresponding author for this work

Research output: Contribution to journalConference articlepeer-review

Abstract

In this paper, we extend some effective methods, including the gain-phase margin tester method, the describing function method and the parameter plane method, to predict the limit cycles of fuzzy control systems. In general, fuzzy control systems are nonlinear. By use of the classical method of describing functions, a fuzzy controller may be linearized first. The stability of the equivalent linearized system with adjustable parameters is then analyzed due to the stability equations and parameter plane methods. For the robust design, a novel way is proposed to determine the gain margin and phase margin which limit cycles can occur. Two examples are offered to illustrate the design procedure. First, the fuzzy control system with a third-order linear plant is considered. In addition, this approach is also extended to the fuzzy control system with nonlinearity. The results of computer simulation can verify its validity.

Original languageEnglish
Pages (from-to)3681-3686
Number of pages6
JournalProceedings of the IEEE International Conference on Systems, Man and Cybernetics
Volume4
DOIs
StatePublished - 24 Nov 2003
EventSystem Security and Assurance - Washington, DC, United States
Duration: 5 Oct 20038 Oct 2003

Keywords

  • Describing function
  • Fuzzy control
  • Gain-phase margin
  • Limit cycle
  • Parameter plane

Fingerprint Dive into the research topics of 'Gain-phase margin analysis of fuzzy control systems'. Together they form a unique fingerprint.

Cite this