Failure Prediction

Failure Prediction involves using data analysis and predictive modeling to forecast equipment malfunctions before they occur. This proactive approach allows maintenance teams to intervene early, preventing costly downtime and extending equipment life. It relies on historical data, machine learning algorithms, and real-time monitoring to identify signs of impending failures, enhancing maintenance strategies.