Remaining Useful Life (RUL) Prediction of Equipment in Production Lines Using Artificial Neural Networks

Remaining Useful Life (RUL) Prediction of Equipment in Production Lines Using Artificial Neural Networks

Predictive maintenance of production lines is important to early detect possible defects and thus identify and apply the required maintenance activities to avoid possible breakdowns. An important concern in predictive maintenance is the prediction of remaining useful life (RUL), which is an estimate...

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Bibliographic Details
Main Authors: Ziqiu Kang, Cagatay Catal, Bedir Tekinerdogan
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Sensors
Subjects:
machine learning
production lines
predictive maintenance
data mining
maintenance prediction
Online Access:https://www.mdpi.com/1424-8220/21/3/932

Internet

https://www.mdpi.com/1424-8220/21/3/932

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