Machine Learning for Predictive Maintenance in Manufacturing

Emma Brown | DOI: 10.1234/journal.v2.2.010

This paper presents a machine learning approach for predictive maintenance in manufacturing environments. Using sensor data from 200 industrial machines over 2 years, we developed models that predict equipment failures with 92% accuracy. The system reduces downtime by 40% and...