Industrial AI for Predictive Maintenance
Industrial AI for Predictive Maintenance Industrial AI for Predictive Maintenance helps plants forecast equipment faults before they occur. By analyzing data from machines, sensors, and logs, AI spots patterns that precede failures, letting teams act early and avoid surprises. Data sources include motor vibration, temperature, pressure, flow, energy use, operating hours, and maintenance history. Good data with synchronized timestamps and clearly labeled events is essential. Domain knowledge helps separate normal variation from real risk, so alerts are trustworthy and actionable. ...