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- Title
Stability analysis of interval type-2 sampled-data polynomial fuzzy-model-based control system with a switching control scheme.
- Authors
Chen, Ming; Lam, Hak-Keung; Xiao, Bo; Zhou, Hongying; Xuan, Chengbin
- Abstract
The stability of an interval type-2 (IT2) sampled-data (SD) polynomial fuzzy-model-based control system with a switching control scheme is studied in this paper. The uncertain nonlinear plant is depicted via an IT2 polynomial fuzzy model. To realize control, a switching IT2SD polynomial fuzzy controller is generated. This paper adopts a switching control scheme with a variable sampling period. The modeling domain consists of several sub-domains, and each sub-domain corresponds to a local IT2SD polynomial fuzzy controller. These local IT2SD polynomial fuzzy controllers form the switching IT2SD polynomial fuzzy controller. To aid in the stability analysis, this paper adopts a looped-functional-based technique. The imperfect premise matching concept is brought in to solve the mismatch dilemma caused by the SD control strategy and uncertainties. For decreasing the conservativeness, this paper takes into account the state information as well as the information of IT2 membership functions. The stability analysis is performed for each sub-domain, providing the potential for further relaxation. As polynomials exist in the stability conditions, this paper employs the sum-of-squares method for the stability investigation. The simulation outcomes confirm the efficacy of the proposed method.
- Subjects
INTERVAL analysis; POLYNOMIALS; MEMBERSHIP functions (Fuzzy logic); SUM of squares; NONHOLONOMIC dynamical systems; FUZZY logic
- Publication
Nonlinear Dynamics, 2024, Vol 112, Issue 13, p11111
- ISSN
0924-090X
- Publication type
Article
- DOI
10.1007/s11071-024-09606-8