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Leverage machine learning algorithms to predict equipment failures and schedule maintenance proactively, minimizing disruption.
Locomotive engine health
Track defect prediction
Signal system monitoring
Pantograph inspection
ML models trained on historical data with real-time sensor feeds and automated alerting system.
60% reduction in unplanned failures and 45% decrease in maintenance expenditure.