The Role of Machine Learning in Predictive Maintenance for Manufacturing
Introduction to Predictive Maintenance Predictive maintenance (PdM) has emerged as a vital practice within the manufacturing industry, representing a significant shift from traditional maintenance methods. By definition, predictive maintenance leverages advanced technologies, particularly machine learning and data analytics, to forecast when equipment failures might occur. This proactive approach enables manufacturers to perform maintenance just before […]
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