PyBaMM_BatterySimulator_Prototype

About

• PyBaMM (Python Battery Mathematical Model) is developed by Ionworks, The Faraday Institution and NumFocus. Partnering with universities like Oxford and University of Michigan, both recognised leaders in Battery Technology R&D.

  PyBaMM is an mathematical simulation framework that offers a platform for formulating and solving differential equations related to electrochemical behaviours of batteries. It includes a library of battery models, parameters, and tools for simulating battery experiments and visualizing results.

  https://pybamm.org/

  The Battery Simulator protoype is to work as a flask based microservice for generating batteries and their respective parameters for a database and larger scale application implementation

Notes:

• All simulations are performed at ~25°.
• ALl simulations are solved on a "safe mode" with CasadiSolver https://tinyurl.com/mrxm9b96
• Changing "Current Function [A]" to a non reflective value of a batteries input can result in poor integration when solving and can produce errors and incomplete models.

Todo:

• Add validation and mandatory inputs (vmin/vmax, capacity and time) current can be changed but cautioun it to break ODE Solving tolerence
• Develop a flask runner client (maybe swagger codegen)
• Make lithium_ion models be custom param i.e. DFN, SPM, SPMe could be Model 1, Model 2...
• Work with higher degree temperatures when simulating
• Make a parameter function | it should just handle parameter.update() and pass out an arg to simulate_battery()