The challenge

A year of testing for every new cell.

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.

Today
12–18 months

of cycling and abuse testing before a new cell can be qualified.

Hundreds of test conditions per chemistry
Every new design starts from zero
Safety tests destroy expensive samples
With ACCELERATE
−70%

qualification time, with models trained on a few targeted tests.

5–10× fewer test conditions
Knowledge reused across chemistries
Thermal runaway predicted before it is tested
How it works

Model, test, simulate, validate.

Four steps turn a few weeks of targeted lab work into predictions that hold from a single cell to a full battery pack.

01

Model

Physics-based models describe how a cell ages under temperature, current and charge level.

02

Test where it matters

AI selects the few experiments that teach the model the most, instead of testing everything.

03

Simulate

Validated models run thousands of virtual test campaigns, from cell to module and pack.

04

Validate

Predictions are checked against real abuse and ageing tests before results are shared.

Timeline

36 months, from cell to pack.

We are here
Month 1

Kick-off

Consortium meeting in Neuchâtel

Month 12

First models

Test protocols and first cell models

Month 18

Validated models

Models checked against lab data

Month 24

Module scale

Validation at module level

Month 30

Demonstrators

Pack-level demonstrators

Month 36

Final results

Open results and recommendations