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Robust fault detection filter design for uncertain LTI systems based on new bounded real lemma

机译:基于新有界实引理的不确定LTI系统鲁棒故障检测滤波器设计

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摘要

This paper concerns the problem of robust fault detection filter design for uncertain linear time-invariant (LTI) systems with both model uncertainty and disturbances. Firstly, the fault detection filter design is formulated to H ∞ model-matching problem. Secondly, based on a new bounded real lemma, a sufficient condition for the existence of the robust fault detection filter is constructed in term of linear matrix inequalities (LMIs). Owing on the introduction of the tuning parameter and slack variables in obtained LMI condition, the proposed design method can provide higher fault detection sensitivity performance than the existing one. Finally, an illustrative example is employed to demonstrate the effectiveness of the proposed approach.
机译:本文涉及具有模型不确定性和干扰性的不确定线性时不变(LTI)系统的鲁棒故障检测滤波器设计问题。首先,针对H∞模型匹配问题制定了故障检测滤波器的设计。其次,基于新的有界实引理,根据线性矩阵不等式(LMI)构造了鲁棒故障检测滤波器存在的充分条件。由于在获得的LMI条件下引入了调整参数和松弛变量,因此该设计方法可以提供比现有方法更高的故障检测灵敏度性能。最后,使用一个示例性例子来证明所提出方法的有效性。

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