Kilohertz Electrochemical Telemetry
10kHz cell-level impedance calculation extracting instantaneous overpotential and SEI film resistance to steer fast-charging current ceilings.
Anode Potential Observer Models
Physics-based neural state observers predict negative electrode potential in real time, preventing plating without requiring reference electrodes.
- 10,000 samples per second per cell channel.
- Differential impedance resolution down to 0.05 milliohms.
- Instantaneous short-circuit detection under 20 microseconds.
- High common-mode noise rejection exceeding 100 dB.
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