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Bearing Fault Diagnosis Using a Particle Swarm Optimization-Least Squares Wavelet Support Vector Machine Classifier

Bearing is one of the key components of a rotating machine. Hence, monitoring health condition of the bearing is of paramount importace. This paper develops a novel particle swarm optimization (PSO)-least squares wavelet support vector machine (PSO-LSWSVM) classifier, which is designed based on a co...

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Vydáno v:Sensors (Basel)
Hlavní autoři: Van, Mien, Hoang, Duy Tang, Kang, Hee Jun
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7349084/
https://ncbi.nlm.nih.gov/pubmed/32560493
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20123422
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