Neural Health Scoring
In Phase 3, trained AI models are synchronized with live data streams. We utilize Deep Learning to identify anomalies in vibration patterns or voltage drops before they manifest as mechanical failure.
The "Closed-Loop" Logic:
Insights from a single component failure are instantly fed back into the global model. This "Fleet-Sync" ensures the entire fleet becomes immune to newly discovered failure modes. The outcome is a dynamic Remaining Useful Life (RUL) prediction for every vehicle.