Why do batteries still age unpredictably?

Lithium-ion battery degradation involves SEI growth, electrode particle cracking, lithium plating and electrolyte decomposition — all dependent on temperature, charge protocol and history.

Accurate prediction of remaining useful life for an individual cell is still poor. Better predictive models would transform electric vehicles, grid storage and second-life applications.