Battery ScreeningPrecise screening of batteries prior to grouping, based on battery manufacturing data and multi-laboratory test data.

Status AssessmentComprehensive performance assessment of batteries from electrical, thermal, and mechanical perspectives, incorporating standards and multiple data sources.

Performance EvaluationThrough the integration of multi-sensor data, the battery undergoes precise SOX algorithms and full-cycle state warnings.

Cloud-Edge-EndHighly dynamic response active safety strategy and accurate fault recording based on the dual mechanism- and model-driven digital twin system and cloud-edge-end architecture.

Warning AlgorithmHigh-precision thermal runaway diagnosis algorithm achieved through fault library and AI-enhanced model based on the dual-loop active safety structure.

LifecycleContinuous adjustment of aging estimate factors based on full lifecycle data and precise maintenance system for fast fault location.

Battery CellSimulation modeling analysis of battery safety based on the material reaction kinetics and thermal runaway test results.

ModuleThermal runaway and thermal propagation path analysis of the module, implementing thermal resistance protection based on composite phase change materials.

SystemMulti-physical field simulation for the whole system, all scenarios, and all processes under multiple conditions, introducing the idea of thermal runaway suppression.