Embedding and Extracting Domain Knowledge in Machine Learning for Condition-based Maintenance

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Embedding and Extracting Domain Knowledge in Machine Learning for Condition-based Maintenance

As sensors become ubiquitous in condition-based maintenance (CBM) for the aerospace sector, there is a significant increase in data available to diagnose and prognose aerospace components' health and longevity. Machine Learning (ML), and more specifically, Deep Learning (DL), are popular tools...

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Bibliographic Details
Main Author:	Rengasamy, Divish
Format:	Thesis (University of Nottingham only)
Language:	English
Published:	2022
Subjects:	Deep learning predictive maintenance explainability loss function responsible AI condition-based maintenance machine learning
Online Access:	https://eprints.nottingham.ac.uk/69744/

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