A Survey on Data-Driven Predictive Maintenance for the Railway Industry

A Survey on Data-Driven Predictive Maintenance for the Railway Industry

In the last few years, many works have addressed Predictive Maintenance (PdM) by the use of Machine Learning (ML) and Deep Learning (DL) solutions, especially the latter. The monitoring and logging of industrial equipment events, like temporal behavior and fault events—anomaly detection in time-seri...

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Bibliographic Details
Main Authors: Narjes Davari, Bruno Veloso, Gustavo de Assis Costa, Pedro Mota Pereira, Rita P. Ribeiro, João Gama
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Sensors
Subjects:
condition-based maintenance
predictive maintenance
machine learning
deep learning
artificial intelligence
railway industry
Online Access:https://www.mdpi.com/1424-8220/21/17/5739

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https://www.mdpi.com/1424-8220/21/17/5739

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