Reduced-Order Electro-Thermal Battery Model Ready for Software-in-the-Loop and Hardware-in-the-Loop BMS Evaluation for an Electric Vehicle
The software-in-the-loop and hardware-in-the-loop tests of a battery management system require a real-time compatible electro-thermal battery pack model. In our study, a numerically complex electrochemical-thermal model has been characterized from experimental data of a nickel-rich, silicon-graphite...
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Online Access: | https://www.mdpi.com/2032-6653/11/4/75 |
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doaj-5bc8330b3cbe4ca5934df43c23132bca2020-12-02T00:02:56ZengMDPI AGWorld Electric Vehicle Journal2032-66532020-12-0111757510.3390/wevj11040075Reduced-Order Electro-Thermal Battery Model Ready for Software-in-the-Loop and Hardware-in-the-Loop BMS Evaluation for an Electric VehicleAn Li0Matthieu Ponchant1Johannes Sturm2Andreas Jossen3Siemens Digital Industries Software, 19 bd Jules Carteret, 69007 Lyon, FranceSiemens Digital Industries Software, 19 bd Jules Carteret, 69007 Lyon, FranceInstitute for Electrical Energy Storage Technology (EES), Technical University of Munich (TUM), Arcisstrasse 21, 80333 Munich, GermanyInstitute for Electrical Energy Storage Technology (EES), Technical University of Munich (TUM), Arcisstrasse 21, 80333 Munich, GermanyThe software-in-the-loop and hardware-in-the-loop tests of a battery management system require a real-time compatible electro-thermal battery pack model. In our study, a numerically complex electrochemical-thermal model has been characterized from experimental data of a nickel-rich, silicon-graphite 18650-type lithium-ion cell. While it accurately represents the electro-thermal battery behavior, it is hardly suitable for real-time application due to its intensively numerical solving effort and related calculation time if no huge numerical efforts are applied to reduce the model. The objective of this paper is to present a simple method to derive a reduced-order electro-thermal cell model from the complex electrochemical-thermal cell model and build a real-time compatible battery pack model with the reduced-order cell model.https://www.mdpi.com/2032-6653/11/4/75battery modelbattery management system (BMS)hardware-in-the-loop (HiL)software-in-the-loop (SiL)battery electric vehicle (BEV)simulation |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
An Li Matthieu Ponchant Johannes Sturm Andreas Jossen |
spellingShingle |
An Li Matthieu Ponchant Johannes Sturm Andreas Jossen Reduced-Order Electro-Thermal Battery Model Ready for Software-in-the-Loop and Hardware-in-the-Loop BMS Evaluation for an Electric Vehicle World Electric Vehicle Journal battery model battery management system (BMS) hardware-in-the-loop (HiL) software-in-the-loop (SiL) battery electric vehicle (BEV) simulation |
author_facet |
An Li Matthieu Ponchant Johannes Sturm Andreas Jossen |
author_sort |
An Li |
title |
Reduced-Order Electro-Thermal Battery Model Ready for Software-in-the-Loop and Hardware-in-the-Loop BMS Evaluation for an Electric Vehicle |
title_short |
Reduced-Order Electro-Thermal Battery Model Ready for Software-in-the-Loop and Hardware-in-the-Loop BMS Evaluation for an Electric Vehicle |
title_full |
Reduced-Order Electro-Thermal Battery Model Ready for Software-in-the-Loop and Hardware-in-the-Loop BMS Evaluation for an Electric Vehicle |
title_fullStr |
Reduced-Order Electro-Thermal Battery Model Ready for Software-in-the-Loop and Hardware-in-the-Loop BMS Evaluation for an Electric Vehicle |
title_full_unstemmed |
Reduced-Order Electro-Thermal Battery Model Ready for Software-in-the-Loop and Hardware-in-the-Loop BMS Evaluation for an Electric Vehicle |
title_sort |
reduced-order electro-thermal battery model ready for software-in-the-loop and hardware-in-the-loop bms evaluation for an electric vehicle |
publisher |
MDPI AG |
series |
World Electric Vehicle Journal |
issn |
2032-6653 |
publishDate |
2020-12-01 |
description |
The software-in-the-loop and hardware-in-the-loop tests of a battery management system require a real-time compatible electro-thermal battery pack model. In our study, a numerically complex electrochemical-thermal model has been characterized from experimental data of a nickel-rich, silicon-graphite 18650-type lithium-ion cell. While it accurately represents the electro-thermal battery behavior, it is hardly suitable for real-time application due to its intensively numerical solving effort and related calculation time if no huge numerical efforts are applied to reduce the model. The objective of this paper is to present a simple method to derive a reduced-order electro-thermal cell model from the complex electrochemical-thermal cell model and build a real-time compatible battery pack model with the reduced-order cell model. |
topic |
battery model battery management system (BMS) hardware-in-the-loop (HiL) software-in-the-loop (SiL) battery electric vehicle (BEV) simulation |
url |
https://www.mdpi.com/2032-6653/11/4/75 |
work_keys_str_mv |
AT anli reducedorderelectrothermalbatterymodelreadyforsoftwareintheloopandhardwareintheloopbmsevaluationforanelectricvehicle AT matthieuponchant reducedorderelectrothermalbatterymodelreadyforsoftwareintheloopandhardwareintheloopbmsevaluationforanelectricvehicle AT johannessturm reducedorderelectrothermalbatterymodelreadyforsoftwareintheloopandhardwareintheloopbmsevaluationforanelectricvehicle AT andreasjossen reducedorderelectrothermalbatterymodelreadyforsoftwareintheloopandhardwareintheloopbmsevaluationforanelectricvehicle |
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