Diagnosis of ball-bearing faults using support vector machine based on the artificial fish-swarm algorithm

Ball bearings are important parts of all modern rotating machines. Their function is to reduce friction, support rotating shafts and spindles, and bear loads. Bearing damage can result in abnormal vibrations, cause machine malfunction, and even be dangerous. In this study, analysis of four different...

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Bibliographic Details
Main Authors: Chih-Jer Lin, Wen-Lin Chu, Cheng-Chi Wang, Chih-Keng Chen, I-Ting Chen
Format: Article
Language:English
Published: SAGE Publishing 2020-12-01
Series:Journal of Low Frequency Noise, Vibration and Active Control
Online Access:https://doi.org/10.1177/1461348419861822