Predictive maintenance approaches: A systematic literature review

Purpose: Predictive maintenance (PdM) aims to optimize maintenance operations by detecting operational anomalies and potential equipment failures before they lead to costly unplanned downtime. The goal is to minimize reactive maintenance and reduce the frequency of preventive maintenance interventio...

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Bibliographic Details

Published in:	Journal of industrial engineering and management Vol. 18; no. 3; pp. 427 - 458
Main Authors:	Taoufyq, Hicham, El Guemmat, Kamal, Mansouri, Khalifa, Akef, Fatiha
Format:	Journal Article
Language:	English
Published:	OmniaScience 22.09.2025
Subjects:	predictive maintenance, data-driven models, physics-based models, knowledge-based models, industry 4.0
ISSN:	2013-8423, 2013-0953
Online Access:	Get full text
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