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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Main Authors: An Li, Matthieu Ponchant, Johannes Sturm, Andreas Jossen
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:World Electric Vehicle Journal
Subjects:
Online Access:https://www.mdpi.com/2032-6653/11/4/75
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spelling 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
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AT johannessturm reducedorderelectrothermalbatterymodelreadyforsoftwareintheloopandhardwareintheloopbmsevaluationforanelectricvehicle
AT andreasjossen reducedorderelectrothermalbatterymodelreadyforsoftwareintheloopandhardwareintheloopbmsevaluationforanelectricvehicle
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