Design of fuzzy controllers for uncertain nonlinear systems using stability and robustness analyses

Hung Fat Frank Leung, H. K. Lam, P. K.S. Tam

Research output: Journal article publicationJournal articleAcademic researchpeer-review

30 Citations (Scopus)

Abstract

This paper analyzes the stability and robustness of uncertain nonlinear systems and shows that the analysis results provide an efficient technique for the design of fuzzy controllers. Based on a fuzzy plant model describing an uncertain nonlinear plant, this design involves the derivation of a stability criterion and a robust area in the uncertain parameter space in terms of some measures of the closed-loop control system matrices. An application example on balancing an inverted pendulum is given to illustrate the simple design methodology, the stability and the robustness of the feedback system incorporated with the proposed fuzzy controller.
Original languageEnglish
Pages (from-to)237-243
Number of pages7
JournalSystems and Control Letters
Volume35
Issue number4
DOIs
Publication statusPublished - 19 Nov 1998

Keywords

  • Fuzzy control
  • Multivariable systems
  • Nonlinear control
  • Robustness
  • Stability

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)
  • Mechanical Engineering
  • Electrical and Electronic Engineering

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