Safety early warning
Definition
Given a cell's or pack's operating signals up to now (voltage, current, temperature), decide whether a safety event such as thermal runaway or an internal short circuit will happen within the warning horizon. Unlike anomaly detection, which flags abnormal behaviour as it happens, the task is to warn before the event, with as much lead time as possible and without missing events.
Input
Operating signals up to now (voltage, current, temperature)
Safety early warning model
Output
- Warning or no warning
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