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Bearing Fault Diagnosis of Induction Motors Using a Genetic Algorithm and Machine Learning Classifiers

Efficient fault diagnosis of electrical and mechanical anomalies in induction motors (IMs) is challenging but necessary to ensure safety and economical operation in industries. Research has shown that bearing faults are the most frequently occurring faults in IMs. The vibration signals carry rich in...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Sensors (Basel)
Prif Awduron: Toma, Rafia Nishat, Prosvirin, Alexander E., Kim, Jong-Myon
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI 2020
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7180902/
https://ncbi.nlm.nih.gov/pubmed/32231167
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20071884
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