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To realize intelligent fault detection of aircraft lacking fault samples, a novel fault detection algorithm for aircraft based on Support Vector Domain Description (SVDD) is proposed. The Genetic Algorithm (GA), threshold scaling factor, rapid anomaly detection, modifying kernel function and SVDD model boundary based on equal loss are introduced to the fault detection algorithm. The empirical analyses...
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