W. N. W. A. Munim

AI-Based Predictive Maintenance of Industrial Equipment Using Sensor Data and Machine Learning

Unexpected equipment failure is a primary driver of unscheduled downtime and catastrophic financial loss in modern manufacturing environments. While high-criticality assets are frequently monitored by expensive proprietary systems, the vast majority of secondary “balance of plant” auxiliary machinery remains completely...