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Deep learning-based anomaly-onset aware remaining useful life estimation of bearings

Remaining Useful Life (RUL) estimation of rotating machinery based on their degradation data is vital for machine supervisors. Deep learning models are effective and popular methods for forecasting when rotating machinery such as bearings may malfunction and ultimately break down. During healthy fun...

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Detalles Bibliográficos
Autores principales: Kamat, Pooja Vinayak, Sugandhi, Rekha, Kumar, Satish
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8641573/
https://www.ncbi.nlm.nih.gov/pubmed/34909464
http://dx.doi.org/10.7717/peerj-cs.795