4.8 Article

Sliding-Mode Control of Fuzzy Singularly Perturbed Descriptor Systems

Journal

IEEE TRANSACTIONS ON FUZZY SYSTEMS
Volume 29, Issue 8, Pages 2349-2360

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TFUZZ.2020.2998519

Keywords

Perturbation methods; Stability analysis; Switches; Symmetric matrices; Manifolds; Sliding mode control; Analytical models; Fuzzy integral switching manifold (FISM); singularly perturbed descriptor systems (SPDSs); sliding-mode control; Takagi-Sugeno (T-S) fuzzy model

Funding

  1. National Natural Science Foundation of China [61973204, 61703275, 61991415, 61625304, 61991410, 61773254, 91648119, U1813217]

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This article introduces an integral sliding-mode control strategy for nonlinear singularly perturbed descriptor systems, using a fuzzy integral switching manifold to reject matched perturbations. By utilizing a novel singular perturbation Lyapunov function, Finsler's lemma, and the fixed-point principle, the existence, uniqueness, and exponential admissibility of the augmented sliding-mode dynamics are analyzed.
Due to the complicated model characteristics, only a few results focusing on stability analysis have appeared on singularly perturbed descriptor systems (SPDSs). This article instead proposes an integral sliding-mode control strategy for a kind of Takagi-Sugeno fuzzy approximation-based nonlinear SPDSs under time-varying nonlinear perturbation. An appropriate fuzzy integral switching manifold that fully accommodates the system features is designed to completely reject the matched perturbation without amplifying the unmatched one. To facilitate the synthesis of the high-level controller (HLC), the sliding-mode dynamics (SMD) is transformed into an augmented form. Thanks to the adoptions of a novel singular perturbation Lyapunov function, Finsler's lemma, as well as the fixed-point principle, the existence and uniqueness of the solution and the exponential admissibility for the augmented SMD are analyzed. A solution for the designed HLC is further provided. To guarantee the sliding motion, a fuzzy integral sliding-mode controller (FISMC) is synthesized by analyzing the sliding motion reachability. An adaptive FISMC is also given to deal with the unknown upper bounds of the matched perturbation. Finally, the applicability of the developed FISMC strategy is testified by a practical example.

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