Towards practical data-driven predictive maintenance: a robust and generalizable deep learning approach

Predictive maintenance (PdM) is a prevailing maintenance strategy that aims to minimize downtime, reduce maintenance costs, and increase machine reliability. With the huge data availability in the era of Industry 4.0, data-driven predictive maintenance leverages Artificial Intelligence (AI) and his...

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Bibliographic Details
Main Author: Mohamed Ragab Mohamad Adam
Other Authors: Kwoh Chee Keong
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/163792
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Institution: Nanyang Technological University
Language: English

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