Distributed Fault Detection for Dynamic Systems Based on H̲/H∞Indices

Qiang Wang, Chao Cheng, Aichen Sun, Hongtian Chen
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Abstract

With the help of the sensor networks, this paper mainly develops a model-based distributed fault detection method for dynamic systems. Specifically, each sensor node is equipped with a Luenberger observer and a post-filter for residual generation. It is worth mentioning that, the post-filter is designed to improve detection performance through the $H_{-}/H_{\infty}$ indices. Moreover, the design parameters are dependent on the linear matrix inequality. Finally, a numerical example is introduced to verify the accuracy and effectiveness of the proposed distributed approach.
基于H /H∞指标的动态系统分布式故障检测
本文主要借助传感器网络,开发了一种基于模型的动态系统分布式故障检测方法。具体来说,每个传感器节点都配备了一个Luenberger观测器和一个残差生成后滤波器。值得一提的是,后滤波是通过$H_{-}/H_{\infty}$指标来提高检测性能的。此外,设计参数依赖于线性矩阵不等式。最后,通过数值算例验证了该方法的准确性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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