Predictive Maintenance of Old Grinding Machines Using Machine Learning Techniques

Predictive Maintenance of Old Grinding Machines Using Machine Learning Techniques

This study aims to develop a predictive maintenance system for an aging vertical grinding machine, operational since 1978, by integrating machine learning techniques, vibration analysis, and fuzzy logic. The research addresses the challenges of increased wear and unexpected failures in older machin...

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Bibliographic Details
Main Authors: Primawati Primawati, Fitrah Qalbina, Mulyanti Mulyanti, Ferra Yanuar, Dodi Devianto, Remon Lapisa, Fazrol Rozi
Format: Article
Language:English
Published: Yayasan Pendidikan Riset dan Pengembangan Intelektual (YRPI) 2025-06-01
Series:Journal of Applied Engineering and Technological Science
Subjects:
Predictive Maintenance System
Aging Vertical Grinding Machine
Vibration
Machine Learning
Fuzzy Logic
Online Access:http://journal.yrpipku.com/index.php/jaets/article/view/6417
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