Predictive maintenance strategies minimize TBM downtime by anticipating potential failures and scheduling maintenance before breakdowns occur. This contrasts with reactive maintenance (fixing things after they break) and preventative maintenance (performing maintenance at fixed intervals, regardless of actual need). Analyzing TBM operating data is key. Data from sensors monitoring vibration, temperature, pressure, and oil analysis are continuously collected. Statistical analysis and machine learning algorithms are then used to identify trends and anomalies that indicate potential equipment failure....
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