Multi-Physics Equivalent Circuit Models for a Cooling System of a Lithium Ion Battery Pack
Source abstract
Abstract
Lithium (Li)-ion battery thermal management systems play an important role in electric vehicles because the performance and lifespan of the batteries are affected by the battery temperature. This study proposes a framework to establish equivalent circuit models (ECMs) that can reproduce the multi-physics phenomenon of Li-ion battery packs, which includes liquid cooling systems with a unified method. We also demonstrate its utility by establishing an ECM of the thermal management systems of the actual battery packs. Experiments simulating the liquid cooling of a battery pack are performed, and a three-dimensional (3D) model is established. The 3D model reproduces the heat generated by the battery and the heat transfer to the coolant. The results of the 3D model agree well with the experimental data. Further, the relationship between the flow rate and pressure drop or between the flow rate and heat transfer coefficients is predicted with the 3D model, and the data are used for the ECM, which is established using MATLAB Simulink. This investigation confirmed that the ECM’s accuracy is as high as the 3D model even though its computational costs are 96% lower than the 3D model.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Advanced Battery Technologies Research · Fuel Cells and Related Materials · Electric and Hybrid Vehicle Technologies
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Kobelco Research Institute Inc., Kobe 6512271, Japan
References (25)
Show source-provided references
1. A review on battery thermal management in electric vehicle application10.1016/j.jpowsour.2017.09.046 ↗
2. A comprehensive review on a passive (phase change materials) and an active (thermoelectric cooler) battery thermal management system and their limitations10.1016/j.jpowsour.2018.08.094 ↗
3. Development of thermal equivalent circuit model of heat pipe-based thermal management system for a battery module with cylindrical cells10.1016/j.applthermaleng.2019.114523 ↗
4. System simulation on refrigerant-based battery thermal management technology for electric vehicles10.1016/j.enconman.2019.112176 ↗
5. Thermal analysis and pack level design of battery thermal management system with liquid cooling for electric vehicles10.1016/j.enconman.2019.05.083 ↗
6. Studies on thermal management of Lithium-ion battery pack using water as the cooling fluid10.1016/j.est.2020.101377 ↗
7. Experimental and numerical study of a passive thermal management system using flat heat pipes for lithium-ion batteries10.1016/j.applthermaleng.2019.114660 ↗
8. Multi-objective optimal design of lithium-ion battery packs based on evolutionary algorithm10.1016/j.jpowsour.2014.05.088 ↗
9. Modeling and optimization of an enhanced battery thermal management system in electric vehicles10.1007/s11465-018-0520-z ↗
10. Thermal management of densely-packed EV battery with forced air cooling strategies10.1016/j.egypro.2016.06.098 ↗
11. Numerical study of a novel battery thermal management system for a prismatic Li-ion battery module10.1016/j.egypro.2019.01.771 ↗
12. Numerical investigation on cooling performance of Li-ion battery thermal management system at high galvanostatic discharge
13. Sensitivity analysis of the battery thermal management system with a reciprocating cooling strategy combined with a flat heat pipe10.1021/acsomega.0c00552 ↗
14. Modeling and simulating a battery for an electric vehicle based on modelica10.1007/s42154-019-00066-0 ↗
15. Zone model predictive control for battery thermal management including battery aging and brake energy recovery in electrified powertrains10.1016/j.ifacol.2019.09.049 ↗
16. Madani, S.S., Schaltz, E., and Kaer, S.K. (2019). An electrical equivalent circuit model of a lithium titanate oxide battery. Batteries, 5.10.3390/batteries5010031 ↗
17. Extraction of battery parameters of the equivalent circuit model using a multi-objective genetic algorithm10.1016/j.jpowsour.2013.09.011 ↗
18. Effect of entropy change of lithium intercalation in cathodes and anodes on Li-ion battery thermal management10.1016/j.jpowsour.2009.11.103 ↗
19. Entropy change in lithium ion cells on charge and discharge10.1023/A:1015547504167 ↗
20. The Japan Society of Mechanical Engineers (2017). JSME Data Book: Heat Transfer, The Japan Society of Mechanical Engineers. [5th ed.].
21. Incropera, F.P., Dewitt, D.P., Bergman, T.L., and Lavine, A.S. (2007). Fundamentals of Heat and Mass Transfer, John Wiley & Sons. [6th ed.].
22. Friction-factor equiation spans all fluid-flow regimes
23. Friction modeling of flood flow simulations10.1061/(ASCE)HY.1943-7900.0001540 ↗
24. Kitto, J.B., and Stultz, S.C. (2005). Steam: Its Generation and Use, Babcock and Wilcox Company. [41th ed.].
25. White, F.M. (1999). Fluid Mechanics, McGraw-Hill. [7th ed.].