Simulation and Analysis of Battery Pack Using the Multi-Scale Multi-Domain Battery Model

Year : 2024 | Volume : 02 | Issue : 02 | Page : 31-46
    By

    Ravikant Nanwatkar,

  • Sonali Sabale,

  • Deepak Watvisave,

  • Vishwajit Gaike,

  1. Research Scholer, STES’s NBNSTIC, Ambegaon, SPPU, Pune, India
  2. Research Scholar, Department of Mechanical Engineering, NBNSTIC, Ambegaon, Savitribai Phule Pune University, Pune, India
  3. Research Guide, Department of Mechanical Engineering, MKSSS’s Cummin’s College of Engineering, SPPU, Pune, India
  4. Assistant Professor, Department of Mechanical Engineering, STES’s NBNSTIC, Ambegaon, Pune, India

Abstract

The creation of sophisticated simulation models has been made necessary by the need for reliable and effective battery packs in energy storage systems and electric vehicles. This study focuses on the simulation and analysis of battery packs using a multi-scale multi-domain battery model. The model enables a thorough knowledge of battery pack behavior across a range of operating situations by integrating the electricity, thermal, and mechanical domains. Multi-scale modeling bridges the micro-level electrochemical processes with macro-level pack performance, enabling the prediction of key parameters such as temperature distribution, state of charge (SOC), and degradation patterns. A robust simulation framework is developed to evaluate the impact of environmental factors, dynamic load conditions, and thermal management strategies on battery pack efficiency and lifespan. The results demonstrate significant improvements in accuracy over conventional single-domain models, particularly in predicting thermal runaway scenarios and ensuring optimal energy utilization. This research highlights the potential of multi-scale multi-domain modeling as a critical tool for designing next-generation battery packs with enhanced performance, safety, and durability. The findings serve as a valuable resource for engineers and researchers in optimizing battery systems for electric vehicles and renewable energy applications. The goal of future development was to incorporate immediate information for analytical storage and improved system consistency.

Keywords: Simulation, battery packs, multi-scale multi-domain model, temperature distribution, state of charge, electric vehicles

[This article belongs to International Journal of Electro-Mechanics and Material Behaviour ]

How to cite this article:
Ravikant Nanwatkar, Sonali Sabale, Deepak Watvisave, Vishwajit Gaike. Simulation and Analysis of Battery Pack Using the Multi-Scale Multi-Domain Battery Model. International Journal of Electro-Mechanics and Material Behaviour. 2024; 02(02):31-46.
How to cite this URL:
Ravikant Nanwatkar, Sonali Sabale, Deepak Watvisave, Vishwajit Gaike. Simulation and Analysis of Battery Pack Using the Multi-Scale Multi-Domain Battery Model. International Journal of Electro-Mechanics and Material Behaviour. 2024; 02(02):31-46. Available from: https://journals.stmjournals.com/ijemb/article=2024/view=191855


References

  1. Ali MA, Da Silva CM, Amon CH. Multiscale Modelling Methodologies of Lithium-Ion Battery Aging: A Review of Most Recent Developments. Batteries. 2023 Aug 24;9(9):434.
  2. Prada E, Di Domenico D, Creff Y, Bernard J, Sauvant-Moynot V, Huet F. Simplified electrochemical and thermal model of LiFePO4-graphite Li-ion batteries for fast charge applications. Journal of The Electrochemical Society. 2012 Aug 14;159(9):A1508.
  3. Alkhedher M, Al Tahhan AB, Yousaf J, Ghazal M, Shahbazian-Yassar R, Ramadan M. Electrochemical and thermal modeling of lithium-ion batteries: A review of coupled approaches for improved thermal performance and safety lithium-ion batteries. Journal of Energy Storage. 2024 May 1;86:111172.
  4. Plett GL. Battery management systems: Volume II—Equivalent-circuit methods. Boston (MA): Artech House; 2015. 1st ed. 400 p. (Power engineering series; Vol. 2).
  5. Zhu M, Wu J, Wang Y, Song M, Long L, Siyal SH, Yang X, Sui G. Recent advances in gel polymer electrolyte for high-performance lithium batteries. Journal of energy chemistry. 2019 Oct 1;37:126-42.
  6. Smith K, Wang CY. Power and thermal characterization of a lithium-ion battery pack for hybrid-electric vehicles. Journal of power sources. 2006 Sep 29;160(1):662-73.
  7. Zhao C, Zhang B, Zheng Y, Huang S, Yan T, Liu X. Hybrid battery thermal management system in electrical vehicles: A review. Energies. 2020 Nov 27;13(23):6257.
  8. Kim G, Smith K, Lee KJ, Santhanagopalan S. Multi-domain modeling of lithium-ion batteries encompassing multi-physics in varied length scales. J Electrochem Soc. 2011;158(8):A955–69. doi:10.1149/1.3597614.
  9. Kim GH, Smith K, Lee KJ, Santhanagopalan S, Pesaran A. Multi-domain modeling of lithium-ion batteries encompassing multi-physics in varied length scales. Journal of the electrochemical society. 2011 Jun 17;158(8):A955.
  10. Rao Z, Wang S. A review of power battery thermal energy management. Renewable and Sustainable Energy Reviews. 2011 Dec 1;15(9):4554-71.
  11. Bandhauer TM, Garimella S, Fuller TF. A critical review of thermal issues in lithium-ion batteries. Journal of the electrochemical society. 2011 Jan 25;158(3):R1.
  12. Safari M, Delacourt C. Mathematical modeling of lithium iron phosphate electrode: galvanostatic charge/discharge and path dependence. J Electrochem Soc. 2011;158(2):A63–A73. doi:10.1149/1.3515902.
  13. Ouyang, D., Zhang, M., & Duan, Y. (2021). Coupled thermal and electrochemical modeling of battery modules. Applied Thermal Engineering, 183, 116204.28991/ESJ-2022-06-04-013
  14. Capasso C, Iannucci L, Patalano S, Veneri O, Vitolo F. Design approach for electric vehicle battery packs based on experimentally tested multi-domain models. Journal of Energy Storage. 2024 Jan 30;77:109971.
  15. Remmlinger J, Buchholz M, Meiler M, Bernreuter P, Dietmayer K. State-of-health monitoring of lithium-ion batteries in electric vehicles by on-board internal resistance estimation. Journal of power sources. 2011 Jun 15;196(12):5357-63.
  16. Madani SS, Ziebert C, Marzband M. Thermal behavior modeling of lithium-ion batteries: A comprehensive review. Symmetry. 2023 Aug 17;15(8):1597.
  17. Wu W, Wang S, Wu W, Chen K, Hong S, Lai Y. A critical review of battery thermal performance and liquid based battery thermal management. Energy conversion and management. 2019 Feb 15;182:262-81.
  18. Xu J, Hendricks C. Multi-Physics Model of Lithium-Ion Battery and Battery Pack Undergoing Abuse Conditions. In: Proceedings of the 20th IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (iTherm); 2021 Jun; Virtual. IEEE; 2021. p. 9503201. DOI: 10.1109/ITherm51669.2021.9503201.
  19. Jiang Z, Li HB, Qu Z, Zhang JF. Recent progress in lithium-ion battery thermal management for a wide range of temperature and abuse conditions. Int J Hydrogen Energy. 2022;47(15). doi: 10.1016/j.ijhydene.2022.01.008.
  20. Fayaz H, Afzal A, Samee AM, Soudagar ME, Akram N, Mujtaba MA, Jilte RD, Islam MT, Ağbulut Ü, Saleel CA. Optimization of thermal and structural design in lithium-ion batteries to obtain energy efficient battery thermal management system (BTMS): a critical review. Archives of Computational Methods in Engineering. 2022 Jan;29(1):129-94.
  21. Piernas-Munoz MJ, Trask SE, Dunlop AR, Lee E, Bloom I. Effect of temperature on silicon-based anodes for lithium-ion batteries. Journal of Power Sources. 2019 Nov 30;441:227080.
  22. Peng R, Kong D, Ping P, Wang G, Gao X, Lv H, Zhao H, He X, Zhang Y, Dai X. Thermal runaway modeling of lithium-ion batteries at different scales: Recent advances and perspectives. Energy Storage Materials. 2024 Apr 18:103417.
  23. An Z, Jia L, Wei L, Dang C, Peng Q. Investigation on lithium-ion battery electrochemical and thermal characteristic based on electrochemical-thermal coupled model. Applied Thermal Engineering. 2018 Jun 5;137:792-807.
  24. Cicconi P, Landi D, Germani M. Thermal analysis and simulation of a Li-ion battery pack for a lightweight commercial EV. Applied energy. 2017 Apr 15;192:159-77.
  25. Kim GH, Smith K, Lee KJ, Santhanagopalan S, Pesaran A. Multi-domain modeling of lithium-ion batteries encompassing multi-physics in varied length scales. Journal of the electrochemical society. 2011 Jun 17;158(8):A955.
Regular Issue Subscription Original Research
Volume 02
Issue 02
Received 15/12/2024
Accepted 16/11/2024
Published 31/12/2024
Publication Time 16 Days
Total Visits: 138


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