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This paper considers fault detection (FD) for large-scale systems with many nearly identical units operating in a shared environment. A special class of hybrid system mathematical models is introduced to describe such multi-unit systems, and a general approach for estimation and change detection is proposed. A novel FD algorithm is developed based on estimating a common Gaussian-mixture (GM) distribution...
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