Multiform Informed Machine Learning Based on Piecewise and Weibull for Engine Remaining Useful Life Prediction

Multiform Informed Machine Learning Based on Piecewise and Weibull for Engine Remaining Useful Life Prediction

Informed machine learning (IML), which strengthens machine learning (ML) models by incorporating external knowledge, can get around issues like prediction outputs that do not follow natural laws and models, hitting optimization limits. It is therefore of significant importance to investigate how dom...

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Bibliographic Details
Main Authors: Shuang Zhou, Yunan Yao, Aihua Liu, Fan Wang, Lu Chen, Ruolan Xiong
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Sensors
Subjects:
Weibull function
Piecewise
informed machine learning
remaining useful life prediction
predictive health management
Online Access:https://www.mdpi.com/1424-8220/23/12/5669

Internet

https://www.mdpi.com/1424-8220/23/12/5669

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