Batteries power Europe’s energy transition. ACCELERATE brings physics-based models, AI-designed experiments and targeted lab tests together to make validation faster, without lowering the bar on safety.
Before a battery reaches the market, it is cycled, heated and abused in the lab until its ageing and failure modes are understood. That takes time, energy and test capacity Europe is short of.
of cycling and abuse testing before a new cell can be qualified.
qualification time, with models trained on a few targeted tests.
Four steps turn a few weeks of targeted lab work into predictions that hold from a single cell to a full battery pack.
Physics-based models describe how a cell ages under temperature, current and charge level.
AI selects the few experiments that teach the model the most, instead of testing everything.
Validated models run thousands of virtual test campaigns, from cell to module and pack.
Predictions are checked against real abuse and ageing tests before results are shared.
Consortium meeting in Neuchâtel
Test protocols and first cell models
Models checked against lab data
Validation at module level
Pack-level demonstrators
Open results and recommendations