This demo shows two pieces of BattGenie technology working together in real time. A data pipeline streams measurements from a battery under test as they are recorded, and a nonlinear model predictive controller (NMPC) uses BattGenie’s physics-based battery model to set the charging current moment by moment, keeping the cell inside its safe internal limits while charging as fast as those limits allow.

The same ideas run through BattGenie’s products today: real-time battery data in BattDaaS, and physics-based estimation and control in BattGenie BMS. For how the model performs on a production pack, read physics-based state of charge on an LFP truck pack.

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