DOI: 10.5281/zenodo.15528155
title: INR18650-LG-3500-MJ1 Anode GITT Parameterization Review

description: Scope

This record contains results from applying EP-BOLFI to a GITT (without intermittent EIS) measurement on the harvested anode of the INR18650-MJ1 Li-ion battery cell from LG CHEM.

Metadata




Filename
Description
Format
Usage




lg_mj1_parameterize_negative_diffusivity_{de}lithiation_[({n},{n}+2)]_{model}()_optimization.log
Direct command line log of the EP-BOLFI optimization routine of data segments {n} and {n+1} and of {model} from SPM, SPMe, or DFN, for negative electrode diffusivity in (de-)lithiation direction.
PDF (text/plain)
Check of the performance and efficiency with the given optimizer settings, and possibly retrieval of intermediate results.


lg_mj1_parameterize_negative_diffusivity_{de}lithiation_[({n},{n}+2)]_{model}()evaluations.json
Structured dump of all parameter sets EP-BOLFI tried out and the feature values the SPM, SPMe, or DFN {model} gave of data segments {n} and {n+1} for negative electrode diffusivity in (de-)lithiation direction.
JSON (application/json)
Post-processing of convergence and analysis of posterior predictive distribution.


lg_mj1_parameterize_negative_diffusivity_{de}lithiation_[({n},{n}+2)]_{model}()_parameterization.json
Structured dump of results and inner state of EP-BOLFI at the end of the optimization routine of data segments {n} and {n+1} and of {model} from SPM, SPMe, or DFN, for negative electrode diffusivity in (de-)lithiation direction.
JSON (application/json)
Programmatically retrieve mean results, errorbars, and correlation or covariance. May be used to re-initialize an EP-BOLFI instance with the final state for further refinement optimization.


lg_mj1_parameterize_negative_diffusivity_{de}lithiation_optimizer_input_[({n},{n}+2)]_{model}()_plot.pdf
Plot showing the data of data segments {n} and {n+1} and the simulation of the mean of the posterior parameter distribution of {model} from SPM, SPMe, or DFN, for negative electrode diffusivity in (de-)lithiation direction and the extent of variation of the model within posterior variance and without inherent parameter uncertainty.
PDF (application/pdf)
Visual verification that the posterior parameter distribution is a sensible parameterization.


lg_mj1_parameterize_negative_diffusivity_{de}lithiation_optimizer_input_[({n},{n}+2)]_{model}()_voltage_components.pdf
A component analysis of the mean posterior parameter distribution simulation of {model} from SPM, SPMe, or DFN, for negative electrode diffusivity in (de-)lithiation direction.
PDF (application/pdf)
Visual analysis of the relative magnitude of various battery phenomena, and if the desired one has the expected effect.




Related Resources




Relationship
Record
Description


isPartOf
INR18650-LG-3500-MJ1 Anode Parameterization
This collection contains records with workflows to parameterize with EP-BOLFI EIS and GITT measurements parameters from a harvested negative electrode (anode) of the INR18650-MJ1 cylindrical Li-ion battery cell manufactured by LG CHEM.


Continues
18650-LG-3500-MJ1 Anode GITT Parameterization
This record contains workflows to parameterize with EP-BOLFI a GITT (without intermittent EIS) measurement.


IsContinuedBy
18650-LG-3500-MJ1 Anode GITT Parameter Collection
This record contains workflows to collect the parameterizations on individual SOC points with EP-BOLFI of a GITT without intermittent EIS) measurement on the harvested negative electrode (anode) of an INR18650-MJ1 Li-ion cell from LG CHEM. The result is a reasonable fitting spline for each estimated parameter as a function of SOC.




Licensing

This dataset is licensed under CC-BY 4.0, allowing for sharing and adaptation with proper attribution.

Contact Information

For questions or further assistance, please contact Dennis Kopljar at dennis.kopljar@dlr.de.

References

This dataset is linked to the following publication: [DOI/Link to publication].