feature: ocv module with match_peaks and new dqdv.DqdvSpline #14
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Description
Rather than averaging charge and discharge curves in voltage space, OCV curves can be constructed by averaging in the derivative dQdV space by aligning peaks. This helps locate states of charge, and reduces accidentally smoothing over derivative features when averaging in the voltage space.
This PR adds a new
ocvmodule that will host functions useful in processing and analyzing data for open-circuit voltages. To start we now have amatch_peaksfunction that takes in low-rate charge and discharge curves and averages them in dQdV space to return an approximate OCV. To support this, a newDqdvSplineclass was added to thedqdvmodule. The spline class helps construct smooth, callable functions for voltage, dqdv, and dvdq. This will also be tied into theDqdvFitterat a later date.Type of change
Key checklist:
$ nox -s linter [-- format]$ nox -s codespell [-- write]$ nox -s tests$ nox -s badgesFurther checks:
$ nox -s docs.