Thermal systems
Battery thermal management
Predicting heat generation and temperature distribution to support safer EV and stationary storage design.
Explore battery thermal managementResearch map
The research record addresses four connected questions: how batteries generate and reject heat, how that behavior can be measured, how charge state can be estimated online, and how storage can support grid-connected and grid-forming operation.
Research themes
Thermal systems
Predicting heat generation and temperature distribution to support safer EV and stationary storage design.
Explore battery thermal managementMeasurement
Using heat-flow evidence to characterize battery efficiency and thermal load under controlled conditions.
Explore calorimetryEstimation
Combining system identification and nonlinear optimization for online battery state estimation.
Explore SoC estimationGrid control
A unified control framework for grid-tied and grid-forming battery energy storage operation.
Explore BESS control