This explains how online condition monitoring enables real-time fault detection in industrial environments. By continuously collecting data from sensors, industries can detect anomalies early, reduce downtime, and improve asset reliability. The paper highlights how advanced diagnostics and AI-driven insights transform maintenance from reactive to predictive strategies.