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Targeting the cross-term interference of Wigner–Ville distribution (WVD) and the redundancy control problem of fast correlation-based filter (FCBF), a novel approach based on self-adaptive WVD, improved FCBF and relevance vector machine (RVM) is proposed for the identification of diesel engine fault in this study. The approach primarily consists of three stages. Firstly, the self-adaptive WVD method...
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