Unsupervised Fault Detection and Prediction of Remaining Useful Life for Online Prognostic Health Management of Mechanical Systems

Unsupervised Fault Detection and Prediction of Remaining Useful Life for Online Prognostic Health Management of Mechanical Systems

Predictive maintenance allows industries to keep their production systems available as much as possible. Reducing unforeseen shutdowns to a level that is close to zero has numerous advantages, including production cost savings, a high quality level of both products and processes, and a high safety l...

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Bibliographic Details
Main Authors: Francesca Calabrese, Alberto Regattieri, Lucia Botti, Cristina Mora, Francesco Gabriele Galizia
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Applied Sciences
Subjects:
predictive maintenance
Prognostic Health Management
streaming analysis
Online Access:https://www.mdpi.com/2076-3417/10/12/4120

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