The Role of AI in Predictive Maintenance

Predictive maintenance uses AI and IoT sensors to monitor the health of machinery and forecast potential failures. This approach minimizes unplanned downtime and maintenance costs.

Core technologies include:

• Sensor Data Analysis: Monitor temperature, vibration, and usage.
• Machine Learning Models: Predict when equipment needs servicing.
• Anomaly Detection: Identify early signs of failure.
• Automated Alerts: Notify technicians before breakdowns occur.

Industries like manufacturing, aviation, and energy are leveraging AI-based maintenance systems to improve safety, productivity, and ROI.