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Due to the mechanical failure data is cumulatively acquired and has uncertain features, the memory model for fault diagnosis is required to adapt with the information updating. In this paper, a dynamic memory model using one-class support vector (OCSVM) is proposed to extract and keep diagnostic information. The feature of each failure type is respectively processed by incremental learning algorithm...
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