Software Metapapers

Python Battery Mathematical Modelling (PyBaMM)

Authors:

Abstract

As the UK battery modelling community grows, there is a clear need for software that uses modern software engineering techniques to facilitate cross-institutional collaboration and democratise research progress. The Python package PyBaMM aims to provide a flexible platform for implementation and comparison of new models and numerical methods. This is achieved by implementing models as expression trees and processing them in a modular fashion through a pipeline. Comprehensive testing provides robustness to changes and hence eases the implementation of model extensions. PyBaMM is open source and available on GitHub. For more information visit www.pybamm.org.

Keywords:

battery modellingexpression treepythonsymbolic differentiation
  • Year: 2021
  • Volume: 9 Issue: 1
  • Page/Article: 14
  • DOI: 10.5334/jors.309
  • Submitted on 5 Nov 2019
  • Accepted on 13 Apr 2021
  • Published on 8 Jun 2021
  • Peer Reviewed