Predictive maintenance strategies are revolutionizing industrial operations by leveraging real-time sensor analysis to forecast potential equipment failures. By continuously monitoring the frequency patterns of machinery, engineers can identify anomalies indicative of impending problems. This proactive approach allows for timely interventions, mini