Integration with PyBOP - Githubissues

ROVI-org / auto-soh

Fit State of Health (SOH) to batteries using state estimation techniques

https://rovi-org.github.io/auto-soh/

MIT License

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Integration with PyBOP #5

Open WardLT opened 3 months ago

WardLT commented 3 months ago

PyBOP is a toolkit for parameterizing battery models which is directly tied into PyBAMM. It roughly follows the API we have in #3 (styled after ProgPy), with the notable different being that their BaseModel class requires the physics to be expressed in PyBAMM.

A few things I need to learn:

[ ] How do they differentiate between "parameters" and "state" of a system when writing observers?
[x] Can we make a system level model in PyBAMM?
[ ] What would it look like to add dual estimators into their observer API?

WardLT commented 3 months ago

Building a new model with PyBAMM doesn't seem terrible -https://github.com/pybop-team/PyBOP/blob/develop/examples/standalone/model.py