Examples#
This folder contains a collection of Jupyter notebooks that demonstrate how to use PyBaMM and reveal some of its functionalities and inner workings. The notebooks are organised into subfolders, and can be viewed in the galleries below.
Getting Started
Tutorial 1 - How to run a model
Tutorial 2 - Compare models
Tutorial 3 - Basic plotting
Tutorial 4 - Setting parameter values
Tutorial 5 - Run experiments
Tutorial 6 - Managing simulation outputs
Tutorial 7 - Model options
Tutorial 8 - Solver options
Tutorial 9 - Changing the mesh
Tutorial 10 - Creating a model
Tutorial 11 - Creating a submodel
Creating Models
Expression Tree
Models
Comparison of PyBaMM and COMSOL Discharge Curves
Comparing with Experimental Data
Compare lithium-ion battery models
Compare particle diffusion models
A composite electrode particle model
Modelling coupled degradation mechanisms in PyBaMM
Doyle-Fuller-Newman Model with particle-size distributions
Doyle-Fuller-Newman Model (DFN)
Electrode State of Health
Jelly roll model
Using latexify in PyBaMM
Lead-Acid Models
Modelling lithium plating in PyBaMM
Many Particle Model (MPM)
Multi-Species Multi-Reaction model
Pouch cell model
Generate rate capability plots
Modelling SEI growth on particle cracks
Run simulations with O’Regan 2022 parameter set (LG M50)
Single Particle Model (SPM)
Single Particle Model with Electrolyte (SPMe)
Using crack submodels in PyBaMM
Loss of active material submodels
Thermal models
Solving the heat equation in PyBaMM
Using model options in PyBaMM
Using submodels in PyBaMM
Test the parameter set of the Enertech cells
Parameterization
Spatial Methods
