Battery Cell Modeling

Course modules

Introduction

Overview of battery cell modeling.

Lessons:

Course Overview

Model Battery Cell Electrical Behavior

Learn to model battery cell voltage using an equivalent circuit approach, considering instantaneous and transient effects and voltage hysteresis.

Lessons:

Battery Cell Equivalent Circuit Model

Instantaneous and Transient Response

Voltage Hysteresis

Model Battery Cell Heat Generation and Dissipation

Model temperature effects in equivalent circuit models to simulate thermally dependent battery cell behavior.

Lessons:

Temperature Effects on Battery Cell

Thermal–Electrical Coupling in Battery Cell

Simulate Temperature-Dependent Battery Cell Behaviour

Model Battery Cell Aging

Model degradation mechanisms and simulate how aging affects battery cell performance over repeated cycles.

Lessons:

Degradation and Aging Effects on Battery Cell

Simulate Cyclic Aging in a Battery Cell

Estimate and Validate Battery Cell Parameter

Estimate battery cell model parameters from experimental data and validate the models against measured voltage responses.

Lessons:

Battery Cell Parameter Estimation

Parameter Estimation using Model-Based Calibration

Validate Estimated Voltage to Experimental Voltage