Predictive Maintenance

Overview

AI-driven equipment monitoring that identifies potential failures before they occur in pharmaceutical manufacturing, enabling proactive scheduling and reducing unplanned downtime. Merck's predictive maintenance AI identified equipment failures up to 2 weeks in advance after training and calibration with reliability engineers, and is now being rolled out across all labs and manufacturing plants. Predictive maintenance model performance improved significantly through cross-industry sharing of non-sensitive equipment data, demonstrating the value of federated data collaboration for AI-driven maintenance in pharma manufacturing. (Segment 4 (15:00-20:00))