Yes, AI in manufacturing can predict equipment failures by using predictive maintenance techniques. Sensors installed on machines collect data such as temperature, vibration, and pressure. This data is analyzed by AI algorithms to identify patterns that may indicate potential failures. By predicting when a machine is likely to break down, AI allows manufacturers to schedule maintenance before a failure occurs, reducing costly unplanned downtime and preventing production delays. This proactive approach not only extends the life of the equipment but also ensures a more efficient production process.

Source : https://www.inoru.com/implement-ai-in-manufacturing