THERMAL SCIENCE

International Scientific Journal

Thermal Science - Online First

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Simulated thermal response of a battery pack used by electric two-wheelers

ABSTRACT
This article presents a theoretical investigation into the thermal behavior of a pack of 18650 lithium-ion commercial batteries used for the propulsion of two-wheeled electric vehicles. In the first part, we highlight the theoretical aspects that describe the energy balance of a cylindrical lithium-ion battery based on the law of conservation of energy. The research aims to emphasize the effect of temperature on the technical performance of batteries. Next, using the COMSOL Multiphysics 6.2 software package, "Heat transfer in Solids and Fluids", the thermal behavior was modeled for a single cylindrical battery cell, type 18650 lithium-ion, 3.7V, 2200mAh, respectively a battery pack with the same type of cells, 18650 lithium-ion. The battery pack was made in the structure of 3 cells in series and 7 cells in parallel - 3S7P. The distribution of the temperature generated inside the battery cell, respectively in the structure of the 3S7P battery pack, was taken into account, at a charge/discharge rate considered extreme of 5.5C. In order to ensure a quality mesh in the process of simulating the geometry of the 3S7P battery pack, a mesh convergence study was also considered through progressively finer runs until the temperature of the battery pack did not change significantly with the subsequent refinement of the mesh. Simulations of thermal behavior were conducted while accounting for thermal conductivity, density, heat capacity, and heat source in the batteries. The battery pack was thermally loaded to measure temperatures inside the protective case, starting from an initial ambient temperature. The results obtained demonstrate several characteristics that can enhance the technical performance of battery packs used in electric two-wheeled vehicles.
KEYWORDS
PAPER SUBMITTED: 2005-07-24
PAPER REVISED: 2025-09-19
PAPER ACCEPTED: 2025-09-25
PUBLISHED ONLINE: 2025-11-08
DOI REFERENCE: https://doi.org/10.2298/TSCI250724194N
REFERENCES
  1. Gwalwanshi, M., et al., (2022). A Review on Butanol Properties, Production and its Application in Internal Combustion Engines. Materials Today: Proceedings, 62 (2022), pp. 6573-6577
  2. ***, Regulation (EU) 2021/1119 of the European Parliament and of the Council of 30 June 2021 establishing the framework for achieving climate neutrality
  3. Elalfy, D. A., et al., Comprehensive Review of Energy Storage Systems Technologies, Objecti-ves, Challenges, and Future Trends, Energy Strategy Reviews 54 (2024), 101482
  4. Gür, T. M., Review of Electrical Energy Storage Technologies, Materials and Systems: Challen-ges and Prospects for Large-Scale Grid Storage, Energy & environmental science, 11 (2018), 10, pp. 2696-2767
  5. Sternberg, A., Bardow, A., Power-to-What? - Environmental Assessment of Energy Storage Sys-tems, Energy & environmental science, 8 (2015), 2, pp. 389-400
  6. Qiao, Q., et al., Electric Vehicle Recycling in CHINA: ECONOMIC and Environmental Benefits, Resources, Conservation and Recycling, 140 (2019), pp. 45-53
  7. Waseem, M, et al., An Electric Vehicle Battery and Management Techniques: Comprehensive Review of Important Obstacles, New Advancements, and Recommendations, Energy Storage and Saving, 4 (2024), 1, pp. 83-108
  8. Madaram, V. G, et al., Advancement of Electric Vehicle Technologies, Classification of Charging Methodologies, and Optimization Strategies for Sustainable Development, Heliyon, 10, (2024), 20
  9. Babu, T. S., et al., A Comprehensive Review of Hybrid Energy Storage Systems: Converter To-pologies, Control Strategies and Future Prospects, IEEE Access, 8 (2020), pp. 148702-148721
  10. Kampouris, K. P., et al., Energy Storage Systems Review and Case Study in the Residential Sec-tor, IOP Conference Series: Earth and Environmental Science, IOP Publishing, Thessaloniki, Greece, 2020, vol. 410(1), p. 012033
  11. ***, International Energy Agency (IEA), Batteries and Secure Energy Transitions, World Energy Outlook Special Report, 2024, www.iea.org/reports/batteries-and-secure-energy-transitions
  12. ***, International Energy Agency IEA, CO2 emissions from fuel combustion: Overview, global CO2 emissions by sector, 2020, www.iea.org/reports/global-energy-review-2020/global-energy-and-co2-emissions-in-2020
  13. Song, M., et al., Charging Station Location Problem for Maximizing the Space-Time-Electricity Accessibility: A Lagrangian Relaxation-Based Decomposition Scheme. Expert Systems with Applications, 22 (2023), 119801
  14. Veza, I., et al., Electric Vehicle (EV) and Driving Towards Sustainability: Comparison Between EV, HEV, PHEV, and ICE Vehicles to Achieve Net Zero Emissions by 2050 from EV, Alexan-dria Engineering Journal, 82 (2023), pp. 459-467
  15. Granacher, J., et al., Overcoming Decision Paralysis. A Digital Twin for Decision Making in Energy System Design, Applied Energy, 306 (2022), 117954
  16. Ibrahim, M., et al., Overview on Digital Twin for Autonomous Electrical Vehicles Propulsion Drive System, Sustainability, 14 (2022), 601
  17. Alanazi, F., Electric Vehicles: Benefits, Challenges, and Potential Solutions for Widespread Adaptation, Applied Sciences, 13, (2023), 6016
  18. Shabani, B., Biju, M., Theoretical Modelling Methods for Thermal Management of Batteries, Energies, 8 (2015), pp. 10153-10177
  19. Arumugam, A., et al., Lumped Capacitance Thermal Modelling Approaches for Different Cylindri-cal Batteries, Int. Journal of Energy Production and Management 8 (2023), 4, pp. 201-210
  20. Capuder, T., et al., Review of Challenges and Assessment of Electric Vehicles Integration Policy Goals: Integrated Risk Analysis Approach. International Journal of Electrical Power & Energy Systems, 119 (2020), 105894
  21. Till, G., et al., Fast Charging Infrastructure for Electric Vehicles: Today's Situation and Future Needs, Transportation Research Part D: Transport and Environment, 62 (2018), pp. 314-329
  22. Will, C., Schuller, A., Understanding user acceptance factors of electric vehicle smart charging, ransportation Research Part C: Emerging Technologies, 71 (2016), pp. 198-214
  23. Zhong, Z., et al., Rethinking Electric Vehicle Smart Charging and Greenhouse Gas Emissions: Renewable Energy Growth, Fuel Switching, and Efficiency Improvement, Applied Energy, 361 (2024), 122904
  24. Lelie, M., et al., Battery Management System Hardware Concepts: An Overview, Applied Sciences, 8 (2018), 534
  25. Khan, N., et al., A Critical Review of Battery Cell Balancing Techniques, Optimal Design, Converter Topologies, and Performance Evaluation for Optimizing Storage System in Electric Vehicles, Energy Reports, 11 (2024), pp. 4999-5032
  26. Jiang, B. H., et al., A Review of Modern Electric Vehicle Innovations for Energy Transition, Energies, 17 (2024), 2906
  27. Samarasinghe, H. D. T. G., et al., Thermal and Heat Transfer Modeling of Lithium - Ion Battery Module During the Discharge Cycle, Comsol Conference Paper, London, 2020, Vol. 1(2), pp.1-6
  28. Chen, H., et al., A Simplified Mathematical Model for Heating-Induced Thermal Runaway of Lithium-Ion Batteries, Journal of The Electrochemical Society, 168 (2021), 010502
  29. Same, J. S., et al., Effect of Thermal Parameters on Behaviour of A Lithium-Ion Battery: Simulation Study, International Journal of Electrochemical Science, 17 (2022), 220951
  30. Xiao, M., Choe, S. Y., Theoretical and Experimental Analysis of Heat Generations of a Pouch Type LiMn2O4/carbon High Power Li-Polymer Battery, Journal of Power Sources, 241 (2013), pp. 46-55
  31. Chen, S.C., et al., Thermal Analysis of Spirally Wound Lithium Batteries, Journal of the Electro-chemical Society, 153 (2006), 4, pp. A637-A648
  32. ***, COMSOL Multiphysics, Batteries & Fuel Cells Module, Application Library Manual, 1998-2016 COMSOL, Version: COMSOL 5.3
  33. Wang, Q., et al., A Critical Review of Thermal Management Models and Solutions of Lithium-Ion Batteries for the Development of Pure Electric Vehicles, Renewable and Sustainable Energy Reviews, 64 (2016) pp. 106-128
  34. Mishra, S., et al., A Comprehensive Review on Developments in Electric Vehicle Charging Station Infrastructure and Present Scenario of India, Sustainability, 13 (2021), 4, pp. 1-20, 2396
  35. Li, H., et al., Investigating the Impact of Battery Arrangements on Thermal Management Perfor-mance of Lithium-Ion Battery Pack Design, Advances in Mechanical Engineering, 16 (2024), 9, pp. 1-15
  36. ***, COMSOL Multiphysics 6.2., Thermal Modeling of a Cylindrical Lithium-Ion Battery in 2D, Application ID: 10221
  37. ***, COMSOL Multiphysics 6.2., Thermal Modeling of a Cylindrical Lithium-Ion Battery in 3D, Application ID: 10224
  38. ***, Data Sheet 18650 Battery, Honcell, Rechargeable Lithium-ion Cylindrical Battery Bare Cell, Shenzhen Honcel Energy Co., China
  39. Potnuru, S., Avcar, M., Ranjan Kar, V. (eds) Computational Modelling on Lithium-Ion Battery Pack Forced Convection Cooling. In: Talpa Sai, P.H.V.S., Intelligent Manufacturing and Energy Sustainability. ICIMES 2023. Smart Innovation, Systems and Technologies, vol 372. Springer, Singapore. doi.org/10.1007/978-981-99-6774-2_10