文章基本信息

标题：An Optimal Distributed Fault Detection Scheme for Large-Scale Systems with Deterministic Disturbances
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作者：Jiarui Zhang ; Linlin Li
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2020
卷号：53
期号：2
页码：114-119
DOI：10.1016/j.ifacol.2020.12.105
语种：English
出版社：Elsevier
摘要：AbstractThe main objective of this paper is to develop an optimal distributed fault detection (FD) approach for large-scale systems in the presence of unknown deterministic disturbances using the measurement of sensor networks. To be specific, the design approach consists of two phases: the distributed offline training phase and the online implementation phase. The offline training phase includes distributed iterative learning and average consensus algorithm. It is worth mentioning that, the distributed approach avoids enormous computational costs and complex information exchanges. Finally, a numerical example is illustrated to show that the distributed approach can successfully and efficiently accomplish the FD task.
关键词：KeywordsDistributed fault detectionoptimal fault detectiondeterministic disturbances