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A simplified approach to failure analysis of ball bearings combining Principal Component Analysis and Fast Fourier Transform.

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Title: A simplified approach to failure analysis of ball bearings combining Principal Component Analysis and Fast Fourier Transform.
Authors: Ndongue Esseme E; Laboratory of Mechanics, Department of Mechanical Engineering, Higher Technical Teacher's Training College, University of Douala, Douala, Cameroon., Kanaa TF; Laboratory of Mechanics, Department of Mechanical Engineering, Higher Technical Teacher's Training College, University of Douala, Douala, Cameroon.; Laboratory of Mechanics and Materials, Department of Mechanical Engineering, Higher Technical Teacher's Training College, University of Ebolowa, Ebolowa, Cameroon.; Laboratory of Electrical Engineering, Mechatronics and Signal Processing, Department of Electrical and Telecommunications Engineering, National Advanced School of Engineering of Yaounde, University of Yaoundé, Yaoundé, Cameroon., Ngo Bissé TJ; Laboratory of Mechanics and Materials, Department of Mechanical Engineering, Higher Technical Teacher's Training College, University of Ebolowa, Ebolowa, Cameroon.; Cameroonian Association for Research and Innovation in Energy, Technology and Environment, Ebolowa, Ebolowa, Cameroon., Pesdjock MJP; Cameroonian Association for Research and Innovation in Energy, Technology and Environment, Ebolowa, Ebolowa, Cameroon., Ngongang L; Laboratory of Mechanics, Department of Mechanical Engineering, Higher Technical Teacher's Training College, University of Douala, Douala, Cameroon.; Laboratory of Mechanics and Materials, Department of Mechanical Engineering, Higher Technical Teacher's Training College, University of Ebolowa, Ebolowa, Cameroon., Tonye E; Laboratory of Electrical Engineering, Mechatronics and Signal Processing, Department of Electrical and Telecommunications Engineering, National Advanced School of Engineering of Yaounde, University of Yaoundé, Yaoundé, Cameroon.
Source: PloS one [PLoS One] 2025 Nov 13; Vol. 20 (11), pp. e0336163. Date of Electronic Publication: 2025 Nov 13 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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