Multi-objective optimization of lithium-ion battery pack casing for electric vehicles: Key role of materials design and their influence
Yihui Zhang
Intelligent Manufacturing Key Laboratory of Ministry of Education, Shantou University, Guangdong, China
Shantou Ruixiang Mould Co Ltd, Shantou, China
Search for more papers by this authorSiqi Chen
Intelligent Manufacturing Key Laboratory of Ministry of Education, Shantou University, Guangdong, China
Search for more papers by this authorM.E. Shahin
Department of Mechanical, Materials and Manufacturing Engineering, University of Nottingham Malaysia Campus, Semenyih, Malaysia
Search for more papers by this authorCorresponding Author
Xiaodong Niu
Intelligent Manufacturing Key Laboratory of Ministry of Education, Shantou University, Guangdong, China
Shantou Ruixiang Mould Co Ltd, Shantou, China
Correspondence
Xiaodong Niu, Intelligent Manufacturing Key Laboratory of Ministry of Education, Shantou University, Guangdong, China.
Email: [email protected]
Search for more papers by this authorLiang Gao
State Key Lab of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China
Search for more papers by this authorC.M.M. Chin
Department of Mechanical, Materials and Manufacturing Engineering, University of Nottingham Malaysia Campus, Semenyih, Malaysia
Search for more papers by this authorNengsheng Bao
Intelligent Manufacturing Key Laboratory of Ministry of Education, Shantou University, Guangdong, China
Search for more papers by this authorChin-Tsan Wang
Department of Mechanical and Electro-Mechanical Engineering, National Ilan University, Yilan City, Taiwan
Search for more papers by this authorAkhil Garg
State Key Lab of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China
Search for more papers by this authorAnkit Goyal
Institute of Physics, University of Amsterdam, Amsterdam, The Netherlands
Search for more papers by this authorYihui Zhang
Intelligent Manufacturing Key Laboratory of Ministry of Education, Shantou University, Guangdong, China
Shantou Ruixiang Mould Co Ltd, Shantou, China
Search for more papers by this authorSiqi Chen
Intelligent Manufacturing Key Laboratory of Ministry of Education, Shantou University, Guangdong, China
Search for more papers by this authorM.E. Shahin
Department of Mechanical, Materials and Manufacturing Engineering, University of Nottingham Malaysia Campus, Semenyih, Malaysia
Search for more papers by this authorCorresponding Author
Xiaodong Niu
Intelligent Manufacturing Key Laboratory of Ministry of Education, Shantou University, Guangdong, China
Shantou Ruixiang Mould Co Ltd, Shantou, China
Correspondence
Xiaodong Niu, Intelligent Manufacturing Key Laboratory of Ministry of Education, Shantou University, Guangdong, China.
Email: [email protected]
Search for more papers by this authorLiang Gao
State Key Lab of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China
Search for more papers by this authorC.M.M. Chin
Department of Mechanical, Materials and Manufacturing Engineering, University of Nottingham Malaysia Campus, Semenyih, Malaysia
Search for more papers by this authorNengsheng Bao
Intelligent Manufacturing Key Laboratory of Ministry of Education, Shantou University, Guangdong, China
Search for more papers by this authorChin-Tsan Wang
Department of Mechanical and Electro-Mechanical Engineering, National Ilan University, Yilan City, Taiwan
Search for more papers by this authorAkhil Garg
State Key Lab of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China
Search for more papers by this authorAnkit Goyal
Institute of Physics, University of Amsterdam, Amsterdam, The Netherlands
Search for more papers by this authorSummary
The battery box is the structure that comprises the battery cells and its casing. It is designed to fix and protect the battery module. During the actual driving, there exists stress and resonance on a battery pack and its outer casing due to external vibration and shock. The safety of an electric vehicle largely depends on the mechanical characteristics of its battery pack. Besides, a lighter weight electric vehicle has a longer driving range, which makes it much more popular in vehicle market. In this paper, a comprehensive design procedure based on multi-objective optimization and experiments is applied to compare the maximum equivalent stress and resonance frequency on a battery pack casing with different materials (DC01 steel, aluminum 6061, copper C22000, and carbon nanotube [CNT]) under bumpy road, sharp turns, and sudden braking conditions to obtain the best material. Moreover, CNT is proved to be the best material considering all the performance standards. Response surface optimization design method is adopted to get an optimal design of the battery pack casing. Optimization results conclude that the maximum equivalent stress can be reduced from 3.9243 to 3.2363 MPa, and the six-order resonance frequency can be increased from 722.65 to 788.71 Hz. Experiments are carried to validate the mechanical performance of the optimal design; the deviation between the simulation and experimental results is within the tolerance.
REFERENCES
- 1Waag W, Fleischer C, Sauer DU. Critical review of the methods for monitoring of lithium-ion batteries in electric and hybrid vehicles. J Power Sources. 2014; 258: 321-339.
- 2Arora S, Shen W, Kapoor A. Review of mechanical design and strategic placement technique of a robust battery pack for electric vehicles. Renew Sustain Energy Rev. 2016; 60: 1319-1331.
- 3Jaguemont J, Boulon L, Dubé Y, et al. Thermal management of a hybrid electric vehicle in cold weather. IEEE Trans Energy Convers. 2016; 31(3): 1110-1120.
- 4Gallardo-Lozano J, Romero-Cadaval E, Milanes-Montero MI, Guerrero-Martinez MA. Battery equalization active methods. J Power Sources. 2014; 246: 934-949.
- 5Kim J, Shin J, Chun C, et al. Stable configuration of a Li-ion series battery pack based on a screening process for improved voltage/SOC balancing. IEEE Trans Power Electron. 2011; 27(1): 411-424.
- 6Kim J, Cho BH. State-of-charge estimation and state-of-health prediction of a Li-ion degraded battery based on an EKF combined with a per-unit system. IEEE T Veh Technol. 2011; 60(9): 4249-4260.
- 7Kim CH, Kim MY, Park HS, Moon GW. A modularized two-stage charge equalizer with cell selection switches for series-connected lithium-ion battery string in an HEV. IEEE Trans Power Electron. 2012; 27(8): 3764-3774.
- 8Chen S, Liu Y, Zhang L, et al. A wide-bandgap donor polymer for highly efficient non-fullerene organic solar cells with a small voltage loss. J Am Chem Soc. 2017; 139(18): 6298-6301.
- 9Lu W, Xiao-kai C, Qing-hai Z. Muti-objective topology optimization of an electric vehicle's traction battery enclosure. Energy Procedia. 2016; 88: 874-880.
10.1016/j.egypro.2016.06.103 Google Scholar
- 10Reddy PR, Reddy PS, Reddy KVK. Vibration analysis of a Torpedo battery tray using FEA. Int J Res Eng Technol (IJRET), eISSN. 2014; 2319-1163.
- 11Hooper J. M., Marco J. “ Understanding vibration frequencies experienced by electric vehicle batteries” IET Hybrid and Electric Vehicles Conference 2013 (HEVC 2013) vol. 2013 pp. 9.1 2013.
- 12Lang JF, Kjell G. Comparing vibration measurements in an electric vehicle with standard vibration requirements for Li-ion batteries using power spectral density analysis. Int J Elec Hybrid Vehicles. 2015; 7(3): 272-286.
- 13Hooper J, Marco J. Experimental modal analysis of lithium-ion pouch cells. J Power Sources. 2015; 285: 247-259.
- 14Brand MJ, Schuster SF, Bach T, et al. Effects of vibrations and shocks on lithium-ion cells. J Power Sources. 2015; 288: 62-69.
- 15Liu B, Yin S, Xu J. Integrated computation model of lithium-ion battery subject to nail penetration. Appl Energy. 2016; 183: 278-289.
- 16Lu L, Han X, Li J, Hua J, Ouyang M. A review on the key issues for lithium-ion battery management in electric vehicles. J Power Sources. 2013; 226: 272-288.
- 17Abada S, Marlair G, Lecocq A, Petit M, Sauvant-Moynot V, Huet F. Safety focused modeling of lithium-ion batteries: a review. J Power Sources. 2016; 306: 178-192.
- 18Qian LA. A comprehensive thermal analysis for the fast discharging process of a Li-ion battery module with liquid cooling. Int J Energy Res. 2019.
- 19Aneke M, Wang M. Energy storage technologies and real life applications—a state of the art review. Appl Energy. 2016; 179: 350-377.
- 20Chen S, Peng X, Bao N, Garg A. A comprehensive analysis and optimization process for an integrated liquid cooling plate for a prismatic lithium-ion battery module. Appl Therm Eng. 2019; 156: 324-339.
- 21Yuan C, Wang Q, Wang Y, Zhao Y. Inhibition effect of different interstitial materials on thermal runaway propagation in the cylindrical lithium-ion battery module. Appl Therm Eng. 2019; 153: 39-50.
- 22Niu X, Garg A, Goyal A, et al. A coupled electrochemical-mechanical performance evaluation for safety design of lithium-ion batteries in electric vehicles: an integrated cell and system level approach. J Clean Prod. 2019; 222: 633-645.
- 23Saw LH, Ye Y, Tay AAO. Integration issues of lithium-ion battery into electric vehicles battery pack. J Clean Prod. 2016; 113: 1032-1045.
- 24Xie J, Hao W, Wang F. Crack propagation of planar and corrugated solid oxide fuel cells during cooling process. Int J Energy Res. 2019; 43(7): 3020-3027.
- 25Shang S, Lu Y, Zhang A, Cao X, Wang F, Zhao X. Modeling cooperative creep reoxidation effect on the mechanical stability of anode-supported solid oxide fuel cell. Int J Energy Res. 2018; 42(15): 4909-4916.
- 26Xie J, Hao W, Wang F. The analysis of interfacial thermal stresses of solid oxide fuel cell applied for submarine power. Int J Energy Res. 2018; 42(5): 2010-2020.
- 27Ramadesigan V. Electrochemical-engineering-based models for lithium-ion batteries—past, present, and future. Electrochem Soc Interface. 2017; 26(2): 69-71.
- 28Hooper J M, Marco J. Understanding vibration frequencies experienced by electric vehicle batteries. 2013.
10.1049/cp.2013.1908 Google Scholar
- 29Ruhatiya C, Singh S, Goyal A, et al. Electrochemical performance enhancement of sodium-ion batteries fabricated with NaNi1/3Mn1/3Co1/3O2 cathodes using support vector regression-simplex algorithm approach. J Electrochem Energy Conversion Storage. 2020; 17(1).
- 30Jiang D, Wu K, Chen D, et al. A Probability and integrated learning based classification algorithm for high-level human emotion recognition problems. Measurement. 2019;107049.
- 31Li W, Chen S, Peng X, et al. A Comprehensive approach for the clustering of similar-performance cells for the design of a lithium-ion battery module for electric vehicles. Engineering. 2019; 5(4): 795-802.
- 32Peng X, Chen S, Garg A, Bao N, Panda B. A review of the estimation and heating methods for lithium-ion batteries pack at the cold environment. Energy Sci Eng. 2019; 7(3): 645-662.