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Research Article | Open Access

Fault detection filter design for Markov jump systems with persistent dwell-time

Zheng-Jin Zhang1,2Bin-Bin Gan1,2( )
School of Automation, Qingdao University, Qingdao 266071, China
Shandong Key Laboratory of Industrial Control Technology, Qingdao University, Qingdao 266071, China
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Abstract

This paper addresses the problem of fault detection (FD) for Markov jump systems (MJSs) with time-varying delays. The jumping property presented by system modes is described by the Markov chain and the transition probabilities of the Markov chain are described by adopting the more flexible persistent dwell-time (PDT) switching rule. By introducing a filter to establish a residual system, the problem was converted into an H filtering problem. The problem is complicated by the coexistence of time constraints in the PDT switching law and time-varying delays. By combining the Lyapunov-Krasovskii (L-K) method and switched system theory, a suitable filter was designed and a new PDT constraint was obtained. Ultimately, a virus mutation system model was used to demonstrate the practicability and effectiveness of the designed FD filter.

CLC number: 93D30, 93C55, 93B70

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AIMS Mathematics
Pages 26867-26883

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Cite this article:
Zhang Z-J, Gan B-B. Fault detection filter design for Markov jump systems with persistent dwell-time. AIMS Mathematics, 2025, 10(11): 26867-26883. https://doi.org/10.3934/math.20251181

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Received: 26 September 2025
Revised: 05 November 2025
Accepted: 14 November 2025
Published: 20 November 2025
©2025 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0)