Anomaly detection
Definition
Given a window of operating signals from a cell, module or pack (voltage, current, temperature and, where available, cell-voltage spread), decide whether it is normal or anomalous. Anomalies can be sensor faults, cell faults or early signs of thermal problems; the task is to catch them without raising false alarms on normal operation.
Input
Window of operating signals (voltage, current, temperature)
Anomaly detection model
Output
- Normal or anomalous
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