Predictive Maintenance in Practice: From Sensor Data to Maintenance Schedule, What the Architecture Looks Like
Key takeaways Most predictive maintenance projects that fail trace the failure back to the six layers between a physical sensor and a maintenance work order, never properly connected, rather than to the machine learning model itself. A vibration accelerometer on a pump bearing, by itself, falls short of being a PdM system, and so does […]