IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v14y2021i18p5924-d638362.html
   My bibliography  Save this article

Holistic 1D Electro-Thermal Model Coupled to 3D Thermal Model for Hybrid Passive Cooling System Analysis in Electric Vehicles

Author

Listed:
  • Danial Karimi

    (Research Group MOBI—Mobility, Logistics, and Automotive Technology Research Centre, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium
    Flanders Make, 3001 Heverlee, Belgium)

  • Hamidreza Behi

    (Research Group MOBI—Mobility, Logistics, and Automotive Technology Research Centre, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium
    Flanders Make, 3001 Heverlee, Belgium)

  • Mohsen Akbarzadeh

    (Research Group MOBI—Mobility, Logistics, and Automotive Technology Research Centre, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium
    Flanders Make, 3001 Heverlee, Belgium)

  • Joeri Van Mierlo

    (Research Group MOBI—Mobility, Logistics, and Automotive Technology Research Centre, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium
    Flanders Make, 3001 Heverlee, Belgium)

  • Maitane Berecibar

    (Research Group MOBI—Mobility, Logistics, and Automotive Technology Research Centre, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium)

Abstract

Thermal management is the most vital element of electric vehicles (EV) to control the maximum temperature of module/pack for safety reasons. This paper presents a novel passive thermal management system (TMS) composed of a heat sink (HS) and phase change materials (PCM) for lithium-ion capacitor (LiC) technology under the premise that the cell is cycled with a continuous 150 A fast charge/discharge current rate. The experiments are validated against numerical analysis through a computational fluid dynamics (CFD) model. For this purpose, a comprehensive electro-thermal model based on an equivalent circuit model (ECM) is designed. The designed electro-thermal model combines the ECM model with the thermal model since the performance of the LiC cell highly depends on the temperature. Then, the robustness of the model is evaluated using a precise second-order ECM. The extracted parameters of the electro-thermal model are verified by the experimental results in which the voltage and temperature errors are less than ±5% and ±4%, respectively. Finally, the thermal performance of the HS-assisted PCM TMS is studied under the fast charge/discharge current rate. The 3D CFD results exhibit that the temperature of the LiC when using the PCM-HS as the cooling system was reduced by 38.3% (34.1 °C) compared to the natural convection case study (55.3 °C).

Suggested Citation

  • Danial Karimi & Hamidreza Behi & Mohsen Akbarzadeh & Joeri Van Mierlo & Maitane Berecibar, 2021. "Holistic 1D Electro-Thermal Model Coupled to 3D Thermal Model for Hybrid Passive Cooling System Analysis in Electric Vehicles," Energies, MDPI, vol. 14(18), pages 1-20, September.
  • Handle: RePEc:gam:jeners:v:14:y:2021:i:18:p:5924-:d:638362
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/14/18/5924/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/14/18/5924/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Behi, Mohammadreza & Mirmohammadi, Seyed Aliakbar & Ghanbarpour, Morteza & Behi, Hamidreza & Palm, Björn, 2018. "Evaluation of a novel solar driven sorption cooling/heating system integrated with PCM storage compartment," Energy, Elsevier, vol. 164(C), pages 449-464.
    2. Firouz, Y. & Omar, N. & Timmermans, J.-M. & Van den Bossche, P. & Van Mierlo, J., 2015. "Lithium-ion capacitor – Characterization and development of new electrical model," Energy, Elsevier, vol. 83(C), pages 597-613.
    3. Hamidreza Behi & Danial Karimi & Rekabra Youssef & Mahesh Suresh Patil & Joeri Van Mierlo & Maitane Berecibar, 2021. "Comprehensive Passive Thermal Management Systems for Electric Vehicles," Energies, MDPI, vol. 14(13), pages 1-15, June.
    4. Dutil, Yvan & Rousse, Daniel R. & Salah, Nizar Ben & Lassue, Stéphane & Zalewski, Laurent, 2011. "A review on phase-change materials: Mathematical modeling and simulations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 112-130, January.
    5. Khaleghi, Sahar & Karimi, Danial & Beheshti, S. Hamidreza & Hosen, Md. Sazzad & Behi, Hamidreza & Berecibar, Maitane & Van Mierlo, Joeri, 2021. "Online health diagnosis of lithium-ion batteries based on nonlinear autoregressive neural network," Applied Energy, Elsevier, vol. 282(PA).
    6. Behi, M. & Shakorian-poor, M. & Mirmohammadi, S.A. & Behi, H. & Rubio, J.I. & Nikkam, N. & Farzaneh-Gord, M. & Gan, Y. & Behnia, M., 2020. "Experimental and numerical investigation on hydrothermal performance of nanofluids in micro-tubes," Energy, Elsevier, vol. 193(C).
    7. Zhang, Cheng & Allafi, Walid & Dinh, Quang & Ascencio, Pedro & Marco, James, 2018. "Online estimation of battery equivalent circuit model parameters and state of charge using decoupled least squares technique," Energy, Elsevier, vol. 142(C), pages 678-688.
    8. Behi, Hamidreza & Karimi, Danial & Jaguemont, Joris & Gandoman, Foad Heidari & Kalogiannis, Theodoros & Berecibar, Maitane & Van Mierlo, Joeri, 2021. "Novel thermal management methods to improve the performance of the Li-ion batteries in high discharge current applications," Energy, Elsevier, vol. 224(C).
    9. Sheikholeslami, M. & Ganji, D.D., 2016. "Heat transfer enhancement in an air to water heat exchanger with discontinuous helical turbulators; experimental and numerical studies," Energy, Elsevier, vol. 116(P1), pages 341-352.
    10. Pu, Liang & Zhang, Shengqi & Xu, Lingling & Ma, Zhenjun & Wang, Xinke, 2021. "Numerical study on the performance of shell-and-tube thermal energy storage using multiple PCMs and gradient copper foam," Renewable Energy, Elsevier, vol. 174(C), pages 573-589.
    11. Danial Karimi & Sahar Khaleghi & Hamidreza Behi & Hamidreza Beheshti & Md Sazzad Hosen & Mohsen Akbarzadeh & Joeri Van Mierlo & Maitane Berecibar, 2021. "Lithium-Ion Capacitor Lifetime Extension through an Optimal Thermal Management System for Smart Grid Applications," Energies, MDPI, vol. 14(10), pages 1-14, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Grzegorz Karoń, 2022. "Safe and Effective Smart Urban Transportation—Energy Flow in Electric (EV) and Hybrid Electric Vehicles (HEV)," Energies, MDPI, vol. 15(18), pages 1-8, September.
    2. Hamidreza Behi & Mohammadreza Behi & Ali Ghanbarpour & Danial Karimi & Aryan Azad & Morteza Ghanbarpour & Masud Behnia, 2021. "Enhancement of the Thermal Energy Storage Using Heat-Pipe-Assisted Phase Change Material," Energies, MDPI, vol. 14(19), pages 1-19, September.
    3. Danial Karimi & Hamidreza Behi & Mohsen Akbarzadeh & Joeri Van Mierlo & Maitane Berecibar, 2021. "A Novel Air-Cooled Thermal Management Approach towards High-Power Lithium-Ion Capacitor Module for Electric Vehicles," Energies, MDPI, vol. 14(21), pages 1-20, November.
    4. Hamidreza Behi & Theodoros Kalogiannis & Mahesh Suresh Patil & Joeri Van Mierlo & Maitane Berecibar, 2021. "A New Concept of Air Cooling and Heat Pipe for Electric Vehicles in Fast Discharging," Energies, MDPI, vol. 14(20), pages 1-15, October.
    5. Danial Karimi & Hamidreza Behi & Joeri Van Mierlo & Maitane Berecibar, 2022. "An Experimental Study on Thermal Performance of Graphite-Based Phase-Change Materials for High-Power Batteries," Energies, MDPI, vol. 15(7), pages 1-13, March.
    6. Ruizhi Shu & Hang Gong & Guanghui Hu & Jin Huang, 2022. "A Novel Intelligent Fan Clutch for Large Hybrid Vehicles," Energies, MDPI, vol. 15(12), pages 1-13, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Danial Karimi & Hamidreza Behi & Mohsen Akbarzadeh & Joeri Van Mierlo & Maitane Berecibar, 2021. "A Novel Air-Cooled Thermal Management Approach towards High-Power Lithium-Ion Capacitor Module for Electric Vehicles," Energies, MDPI, vol. 14(21), pages 1-20, November.
    2. Hamidreza Behi & Mohammadreza Behi & Ali Ghanbarpour & Danial Karimi & Aryan Azad & Morteza Ghanbarpour & Masud Behnia, 2021. "Enhancement of the Thermal Energy Storage Using Heat-Pipe-Assisted Phase Change Material," Energies, MDPI, vol. 14(19), pages 1-19, September.
    3. Hamidreza Behi & Theodoros Kalogiannis & Mahesh Suresh Patil & Joeri Van Mierlo & Maitane Berecibar, 2021. "A New Concept of Air Cooling and Heat Pipe for Electric Vehicles in Fast Discharging," Energies, MDPI, vol. 14(20), pages 1-15, October.
    4. Danial Karimi & Sahar Khaleghi & Hamidreza Behi & Hamidreza Beheshti & Md Sazzad Hosen & Mohsen Akbarzadeh & Joeri Van Mierlo & Maitane Berecibar, 2021. "Lithium-Ion Capacitor Lifetime Extension through an Optimal Thermal Management System for Smart Grid Applications," Energies, MDPI, vol. 14(10), pages 1-14, May.
    5. Hamidreza Behi & Danial Karimi & Rekabra Youssef & Mahesh Suresh Patil & Joeri Van Mierlo & Maitane Berecibar, 2021. "Comprehensive Passive Thermal Management Systems for Electric Vehicles," Energies, MDPI, vol. 14(13), pages 1-15, June.
    6. Behi, Hamidreza & Karimi, Danial & Jaguemont, Joris & Gandoman, Foad Heidari & Kalogiannis, Theodoros & Berecibar, Maitane & Van Mierlo, Joeri, 2021. "Novel thermal management methods to improve the performance of the Li-ion batteries in high discharge current applications," Energy, Elsevier, vol. 224(C).
    7. Karimi, Danial & Behi, Hamidreza & Berecibar, Maitane & Van Mierlo, Joeri, 2023. "A comprehensive coupled 0D-ECM to 3D-CFD thermal model for heat pipe assisted-air cooling thermal management system under fast charge and discharge," Applied Energy, Elsevier, vol. 339(C).
    8. Danial Karimi & Hamidreza Behi & Joeri Van Mierlo & Maitane Berecibar, 2022. "An Experimental Study on Thermal Performance of Graphite-Based Phase-Change Materials for High-Power Batteries," Energies, MDPI, vol. 15(7), pages 1-13, March.
    9. Zhu, Yunlong & Dong, Zhe & Cheng, Zhonghua & Huang, Xiaojin & Dong, Yujie & Zhang, Zuoyi, 2023. "Neural network extended state-observer for energy system monitoring," Energy, Elsevier, vol. 263(PA).
    10. Khaleghi, Sahar & Hosen, Md Sazzad & Karimi, Danial & Behi, Hamidreza & Beheshti, S. Hamidreza & Van Mierlo, Joeri & Berecibar, Maitane, 2022. "Developing an online data-driven approach for prognostics and health management of lithium-ion batteries," Applied Energy, Elsevier, vol. 308(C).
    11. Michal Mielniczek & Ewa Janicka & Lukasz Gawel & Kazimierz Darowicki, 2021. "Evaluation of Temperature Influence on Electrochemical Processes Occurring in a Lithium-Ion Supercapacitor with the Use of Dynamic Electrochemical Impedance Spectroscopy," Energies, MDPI, vol. 14(13), pages 1-12, June.
    12. Sharif, M.K. Anuar & Al-Abidi, A.A. & Mat, S. & Sopian, K. & Ruslan, M.H. & Sulaiman, M.Y. & Rosli, M.A.M., 2015. "Review of the application of phase change material for heating and domestic hot water systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 557-568.
    13. Chang, Chun & Wu, Yutong & Jiang, Jiuchun & Jiang, Yan & Tian, Aina & Li, Taiyu & Gao, Yang, 2022. "Prognostics of the state of health for lithium-ion battery packs in energy storage applications," Energy, Elsevier, vol. 239(PB).
    14. Zhao, Dongliang & Tan, Gang, 2015. "Numerical analysis of a shell-and-tube latent heat storage unit with fins for air-conditioning application," Applied Energy, Elsevier, vol. 138(C), pages 381-392.
    15. Yan, Peiliang & Fan, Weijun & Han, Yu & Ding, Hongbing & Wen, Chuang & Elbarghthi, Anas F.A. & Yang, Yan, 2023. "Leaf-vein bionic fin configurations for enhanced thermal energy storage performance of phase change materials in smart heating and cooling systems," Applied Energy, Elsevier, vol. 346(C).
    16. Shahjalal, Mohammad & Roy, Probir Kumar & Shams, Tamanna & Fly, Ashley & Chowdhury, Jahedul Islam & Ahmed, Md. Rishad & Liu, Kailong, 2022. "A review on second-life of Li-ion batteries: prospects, challenges, and issues," Energy, Elsevier, vol. 241(C).
    17. Wen, Shuang & Lin, Ni & Huang, Shengxu & Wang, Zhenpo & Zhang, Zhaosheng, 2023. "Lithium battery health state assessment based on vehicle-to-grid (V2G) real-world data and natural gradient boosting model," Energy, Elsevier, vol. 284(C).
    18. Guo, Feng & Hu, Guangdi & Xiang, Shun & Zhou, Pengkai & Hong, Ru & Xiong, Neng, 2019. "A multi-scale parameter adaptive method for state of charge and parameter estimation of lithium-ion batteries using dual Kalman filters," Energy, Elsevier, vol. 178(C), pages 79-88.
    19. Liang Zhang & Shunli Wang & Daniel-Ioan Stroe & Chuanyun Zou & Carlos Fernandez & Chunmei Yu, 2020. "An Accurate Time Constant Parameter Determination Method for the Varying Condition Equivalent Circuit Model of Lithium Batteries," Energies, MDPI, vol. 13(8), pages 1-12, April.
    20. Tehrani, S. Saeed Mostafavi & Taylor, Robert A. & Saberi, Pouya & Diarce, Gonzalo, 2016. "Design and feasibility of high temperature shell and tube latent heat thermal energy storage system for solar thermal power plants," Renewable Energy, Elsevier, vol. 96(PA), pages 120-136.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:14:y:2021:i:18:p:5924-:d:638362. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.