Research on Control Strategy for a Battery Thermal Management System for Electric Vehicles Based on Secondary Loop Cooling

A secondary loop cooling battery thermal management system is designed, and then, a phased control strategy for adjusting the compressor speed according to the battery temperature interval is proposed. On this basis, the compressor speed as the decision variable, and the energy consumption of the compressor and the aging losses of the battery are as the optimization goals, which constitute a multi-objective optimization model, and a genetic algorithm is adopted to solve it. Under different weight coefficients, the Pareto Frontier of the energy consumption of the compressor and the aging losses of the battery are established. The simulation analysis is conducted on high speed dynamic conditions at an ambient temperature of 30 °C. The effects of coolant flow rate and compressor speed on battery pack temperature rise and temperature uniformity are analyzed. The simulation results show that the energy consumption of the phased control strategy is reduced by 10.7% compared with the traditional constant compressor speed control strategy under the same conditions. Under different weight coefficients, different simulation results and control strategies can be obtained, and results show that the maximum temperature and temperature uniformity can meet the requirements. There is a contradiction between the energy consumption of compressor and the aging losses of battery, but both them are highly sensitive. According to the Pareto Frontier curve, when the weight coefficient is 0.17, a balanced control strategy can be obtained, which can reduce the battery aging losses of 61.8% by only sacrificing 9.22% of the vehicle driving mileage.

[1]  Zhonghao Rao,et al.  An experimental study on thermal management of lithium ion battery packs using an improved passive method , 2018 .

[2]  Rui Wang,et al.  Dynamic programming technique in hybrid electric vehicle optimization , 2012, 2012 IEEE International Electric Vehicle Conference.

[3]  Ralph E. White,et al.  Capacity fade of Sony 18650 cells cycled at elevated temperatures. Part II. Capacity fade analysis , 2002 .

[4]  M. Verbrugge,et al.  Cycle-life model for graphite-LiFePO 4 cells , 2011 .

[5]  Xin Jin,et al.  Multi-objective Optimal Energy Management Strategy and Economic Analysis for an Range-Extended Electric Bus , 2016 .

[6]  Jiateng Zhao,et al.  Thermal performance of mini-channel liquid cooled cylinder based battery thermal management for cylindrical lithium-ion power battery , 2015 .

[7]  Ibrahim Dincer,et al.  Exergy analysis of a TMS (thermal management system) for range-extended EVs (electric vehicles) , 2012 .

[8]  Zhonghao Rao,et al.  Thermal performance of phase change material/oscillating heat pipe-based battery thermal management system , 2016 .

[9]  Lei Cao,et al.  A review on battery thermal management in electric vehicle application , 2017 .

[10]  Ahmad Pesaran,et al.  Battery thermal models for hybrid vehicle simulations , 2002 .

[11]  Xiongwen Zhang,et al.  Assessment of the forced air-cooling performance for cylindrical lithium-ion battery packs: A comparative analysis between aligned and staggered cell arrangements , 2015 .

[12]  Yves Dube,et al.  Thermal Management of a Hybrid Electric Vehicle in Cold Weather , 2016, IEEE Transactions on Energy Conversion.

[13]  Qing Gao,et al.  Investigation on the promotion of temperature uniformity for the designed battery pack with liquid flow in cooling process , 2017 .

[14]  Jiuchun Jiang,et al.  Comparison of different cooling methods for lithium ion battery cells , 2016 .

[15]  Fan He,et al.  Thermal management of batteries employing active temperature control and reciprocating cooling flow , 2015 .

[16]  Fernando Puente León,et al.  Thermal and energy battery management optimization in electric vehicles using Pontryagin's maximum principle , 2014 .

[17]  Guoqing Zhang,et al.  Experimental research on the effective heating strategies for a phase change material based power battery module , 2019, International Journal of Heat and Mass Transfer.

[18]  Jing Sun,et al.  A Real-Time Battery Thermal Management Strategy for Connected and Automated Hybrid Electric Vehicles (CAHEVs) Based on Iterative Dynamic Programming , 2018, IEEE Transactions on Vehicular Technology.

[19]  Zhonghao Rao,et al.  The numerical investigation of nanofluid based cylinder battery thermal management using lattice Boltzmann method , 2015 .

[20]  Fei Feng,et al.  A novel resistance‐based thermal model for lithium‐ion batteries , 2018, International Journal of Energy Research.

[21]  A. Balandin,et al.  Graphene-enhanced hybrid phase change materials for thermal management of Li-ion batteries , 2013, 1305.4140.

[22]  Valérie Sauvant-Moynot,et al.  Development of an empirical aging model for Li-ion batteries and application to assess the impact of Vehicle-to-Grid strategies on battery lifetime , 2016 .

[23]  Takamitsu Tajima,et al.  Boiling Liquid Battery Cooling for Electric Vehicle , 2014, 2014 IEEE Conference and Expo Transportation Electrification Asia-Pacific (ITEC Asia-Pacific).

[24]  Qing Gao,et al.  System simulation on refrigerant-based battery thermal management technology for electric vehicles , 2020 .

[25]  Bernard Desmet,et al.  Experimental investigation on the feasibility of heat pipe cooling for HEV/EV lithium-ion battery , 2014 .

[26]  Jeremy J. Michalek,et al.  Plug-in hybrid electric vehicle LiFePO4 battery life implications of thermal management, driving conditions, and regional climate , 2017 .

[27]  R. Mahamud,et al.  Reciprocating air flow for Li-ion battery thermal management to improve temperature uniformity , 2011 .

[28]  Rangga Aji Pamungkas,et al.  Experimental investigation on performance of lithium-ion battery thermal management system using flat plate loop heat pipe for electric vehicle application , 2016 .

[29]  M. Shah A general correlation for heat transfer during film condensation inside pipes , 1979 .

[30]  J. Xamán,et al.  Cooling Li-ion batteries of racing solar car by using multiple phase change materials , 2016 .

[31]  Jiateng Zhao,et al.  Thermal management of cylindrical power battery module for extending the life of new energy electric vehicles , 2015 .

[32]  Yi-Jun He,et al.  A unified modeling framework for lithium-ion batteries: An artificial neural network based thermal coupled equivalent circuit model approach , 2017 .