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Deep Learning Techniques in Intelligent Fault Diagnosis and Prognosis for Industrial Systems: A Review

Fault diagnosis and prognosis (FDP) tries to recognize and locate the faults from the captured sensory data, and also predict their failures in advance, which can greatly help to take appropriate actions for maintenance and avoid serious consequences in industrial systems. In recent years, deep lear...

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Detalles Bibliográficos
Autores principales: Qiu, Shaohua, Cui, Xiaopeng, Ping, Zuowei, Shan, Nanliang, Li, Zhong, Bao, Xianqiang, Xu, Xinghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9920822/
https://www.ncbi.nlm.nih.gov/pubmed/36772347
http://dx.doi.org/10.3390/s23031305