基于LMI的马尔可夫跳变系统故障检测与隔离滤波器设计

Hongru Wang, Changhong Wang, Huijun Gao, Ligang Wu
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引用次数: 24

摘要

研究了一类具有模相关时滞和范数有界不确定性的离散马尔可夫跳变系统的鲁棒故障检测与隔离问题。重点研究了基于滤波器的残差发生器的构造,残差发生器的参数依赖于系统模式,并将故障检测与隔离滤波器的设计描述为Hinfin滤波问题。目标是在增强残差对未知输入、控制输入和建模误差的鲁棒性的背景下,使残差和故障之间的差异尽可能小。利用lmi建立了上述滤波器存在的充分条件。算例说明了该方法的可行性
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An LMI approach to fault detection and isolation filter design for Markovian jump system with mode-dependent time-delays
This paper investigates robust fault detection and isolation problem for a class of discrete-time Markovian jump systems with mode-dependent time-delays and norm-bounded uncertainties. Attention is focused on constructing the residual generator based on the filter whose parameters depend on the system modes and formulating fault detection and isolation filter design as Hinfin filtering problem. The objective is to make the difference between the residual and the fault as small as possible in the context of enhancing robustness of the residual on unknown inputs, control inputs and modeling errors. Sufficient condition for the existence of the above filters is established by means of LMIs. A numerical example is given to illustrate the feasibility of the proposed method
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