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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, Ngui, Wai Keng, M. H., Lim
Format: Conference or Workshop Item
Language:English
Published: Springer, Singapore 2022
Subjects:
TJ Mechanical engineering and machinery
Online Access:http://umpir.ump.edu.my/id/eprint/35518/1/im3f-Performance%20Evaluation%20of%20BPSO%20%26%20PCA%20as%20Feature%20Reduction%20Techniques%20for%20Bearing%20Fault%20Diagnosis-2021.pdf
http://umpir.ump.edu.my/id/eprint/35518/
https://doi.org/10.1007/978-981-33-4597-3_55
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http://umpir.ump.edu.my/id/eprint/35518/1/im3f-Performance%20Evaluation%20of%20BPSO%20%26%20PCA%20as%20Feature%20Reduction%20Techniques%20for%20Bearing%20Fault%20Diagnosis-2021.pdf
http://umpir.ump.edu.my/id/eprint/35518/
https://doi.org/10.1007/978-981-33-4597-3_55

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