We are building models of charge, heat and degradation in battery cells, from accelerated fast charging with guaranteed safety bounds to better models of cell ageing and degradation.
Crucible models degradation together with charge and heat. Known electrochemistry is written as equations and the remaining behaviour is learned from data, so the model is readable and needs less data to fit.
Current follows temperature and state of health, with guaranteed bounds on the voltage and thermal limits you set.
Plan when storage sites and vehicle fleets charge and discharge, keeping every pack within its limits.
We analyse a time-bound, anonymised set of data from your system to show the gains that Crucible can deliver.
We deploy a model on a small-scale system and measure performance.
We extend the deployment across your whole system.
Start with an assessment that quantifies the improvements Crucible can deliver.