Systematic experimental pulse test investigation for parameter identification of an equivalent based lithium-ion battery model. Böttiger, M., Paulitschke, M., & Bocklisch, T. Energy Procedia, 135:337–346, 2017. Publisher: Elsevier B.V.
Paper doi abstract bibtex The paper presents an equivalent circuit based simulation model for the static and dynamic behavior of lithium-ion battery systems and explains the different steps of the theoretical and experimental modeling process. The equivalent circuit based model describes the voltage-current characteristic, the state of charge behavior and the occurring losses of the battery system. A parameter identification method based on three characteristic experiments, a cycle test, an open circuit voltage test and pulse tests, is introduced. The model parameters are estimated employing a nonlinear optimization method. Furthermore, the experimental test bed for investigation of lithium-ion battery systems is described. The battery model approach is demonstrated and validated for a commercial 5 kWh lithium-ion battery system, including the model validation for test profiles and emulated battery charging and discharging profiles of a real photovoltaic home storage application. The comparison of measured and simulated voltage profiles indicates an excellent performance of the battery model.
@article{bottiger_systematic_2017,
title = {Systematic experimental pulse test investigation for parameter identification of an equivalent based lithium-ion battery model},
volume = {135},
issn = {18766102},
url = {https://doi.org/10.1016/j.egypro.2017.09.525},
doi = {10.1016/j.egypro.2017.09.525},
abstract = {The paper presents an equivalent circuit based simulation model for the static and dynamic behavior of lithium-ion battery systems and explains the different steps of the theoretical and experimental modeling process. The equivalent circuit based model describes the voltage-current characteristic, the state of charge behavior and the occurring losses of the battery system. A parameter identification method based on three characteristic experiments, a cycle test, an open circuit voltage test and pulse tests, is introduced. The model parameters are estimated employing a nonlinear optimization method. Furthermore, the experimental test bed for investigation of lithium-ion battery systems is described. The battery model approach is demonstrated and validated for a commercial 5 kWh lithium-ion battery system, including the model validation for test profiles and emulated battery charging and discharging profiles of a real photovoltaic home storage application. The comparison of measured and simulated voltage profiles indicates an excellent performance of the battery model.},
journal = {Energy Procedia},
author = {Böttiger, Michael and Paulitschke, Martin and Bocklisch, Thilo},
year = {2017},
note = {Publisher: Elsevier B.V.},
keywords = {current-pulse, equivalent circuit model, experimental testbed, lithium-ion battery, modeling, parameter identification},
pages = {337--346},
}
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A parameter identification method based on three characteristic experiments, a cycle test, an open circuit voltage test and pulse tests, is introduced. The model parameters are estimated employing a nonlinear optimization method. Furthermore, the experimental test bed for investigation of lithium-ion battery systems is described. The battery model approach is demonstrated and validated for a commercial 5 kWh lithium-ion battery system, including the model validation for test profiles and emulated battery charging and discharging profiles of a real photovoltaic home storage application. 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