IoT-based data-driven predictive maintenance relying on fuzzy system and artificial neural networks

Abstract Industry 4.0 technologies need to plan reactive and Preventive Maintenance (PM) strategies for their production lines. This applied research study aims to employ the Predictive Maintenance (PdM) technology with advanced automation technologies to counter all expected maintenance problems. M...

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Bibliographic Details
Main Authors: Ashraf Aboshosha, Ayman Haggag, Neseem George, Hisham A. Hamad
Format: Article
Language:English
Published: Nature Portfolio 2023-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-38887-z