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A Weighted Deep Representation Learning Model for Imbalanced Fault Diagnosis in Cyber-Physical Systems

Predictive maintenance plays an important role in modern Cyber-Physical Systems (CPSs) and data-driven methods have been a worthwhile direction for Prognostics Health Management (PHM). However, two main challenges have significant influences on the traditional fault diagnostic models: one is that ex...

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Detalles Bibliográficos
Autores principales: Wu, Zhenyu, Guo, Yang, Lin, Wenfang, Yu, Shuyang, Ji, Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5948747/
https://www.ncbi.nlm.nih.gov/pubmed/29621131
http://dx.doi.org/10.3390/s18041096