Predictive maintenance strategies are revolutionizing industrial operations by leveraging real-time sensor analysis to forecast potential performance degradations. By continuously monitoring the frequency patterns of machinery, engineers can pinpoint irregularities indicative of impending problems. This proactive approach allows for timely adjustme