Validated reference · MATLAB/Python

Battery thermal response from an explicit energy balance.

A first-order model for sensitivity checks involving current, resistance, thermal capacitance, ambient temperature, and effective cooling conductance.

Governing equation

Cth dT/dt = I²R − hA(T − Tamb)

What the model exposes

The implementation makes heat generation and convective rejection explicit. It supports early sensitivity studies and discussion of cooling assumptions before higher-fidelity CFD, FEA, or electrochemical models are justified.

Published multiphysics battery thermal model showing airflow sensitivity

Research context

Published spatial modeling provides the higher-fidelity context behind the reduced-order reference model.

Engineering boundary

Useful for sensitivity; insufficient for qualification.

Inputs

Current profile, resistance, thermal capacitance, ambient temperature, effective cooling conductance, and time step.

Outputs

Temperature trace and heat-balance response for the stated lumped assumptions.

Verification

Analytical state update and automated unit tests in the public repository.

Not included

Thermal runaway, electrochemical aging, spatial gradients, component tolerances, or safety certification.