Title :
Stability analysis and design of T-S fuzzy control system with simplified linear rule consequent
Author :
Li, Ning ; Li, Shao-Yuan
Abstract :
Stability and design issues of simple T-S fuzzy control system with simplified linear rule consequent (TSS) are investigated. A systematic approach to find a common matrix P for TSS fuzzy system is presented, where system matrix Ai is decomposed into proportional part A~i and the remainder ΔAi. Hence an iterative approach to find a common matrix P for pairwise commutative A~i´s can be used. The stability of the global system is guaranteed if ΔAi satisfies certain conditions. Qualitative instructions for TSS control system design are summarized. A physical example is given to illustrate the issues discussed throughout the paper.
Keywords :
Lyapunov matrix equations; fuzzy control; fuzzy systems; stability; state feedback; uncertainty handling; T-S fuzzy control system; simplified linear rule consequent; stability analysis; state feedback; system matrix; uncertainty; Automation; Control systems; Fuzzy control; Fuzzy systems; Iterative methods; Matrix decomposition; Nonlinear systems; Stability analysis; Sufficient conditions; System analysis and design;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2003.817060