Performance evaluation of BPSO & PCA as feature reduction techniques for bearing fault diagnosis

Vibration-based signal processing is the most popular and effective approach for fault diagnosis of bearing. In this paper, time-frequency domain analysis, i.e. empirical mode decomposition (EMD) was applied to the raw vibration signal. Intrinsic mode function (IMF) containing the characteristics of...

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Bibliographic Details
Main Authors: Faysal, Atik, Keng, Ngui Wai, Lim, Meng Hee
Format: Book Section
Published: Springer Science and Business Media Deutschland GmbH 2022
Subjects: