共 43 条
Multiobjective Optimization of a Parallel Liquid Cooling Thermal Management System for Prismatic Batteries
被引:4
作者:

Tang, Zhiguo
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Anhui Province, Peoples R China Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Anhui Province, Peoples R China

Zhao, Zhijian
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Anhui Province, Peoples R China Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Anhui Province, Peoples R China

Ji, Yongtao
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Anhui Province, Peoples R China Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Anhui Province, Peoples R China

Cheng, Jianping
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ ofTechnol, Sch Mech Engn, 193 Tunxi St, Hefei 230009, Anhui Province, Peoples R China Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Anhui Province, Peoples R China
机构:
[1] Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Anhui Province, Peoples R China
[2] Hefei Univ ofTechnol, Sch Mech Engn, 193 Tunxi St, Hefei 230009, Anhui Province, Peoples R China
关键词:
Battery thermal management;
Liquid cooling;
Parallel tubes;
Multiobjective optimization;
Nondominated Sorting Genetic Algorithm (NSGA-II);
ION BATTERY;
DESIGN;
PERFORMANCE;
D O I:
10.1061/JLEED9.EYENG-4793
中图分类号:
TE [石油、天然气工业];
TK [能源与动力工程];
学科分类号:
0807 ;
0820 ;
摘要:
Adhering to the thermal management requirements of prismatic battery modules, an improved lightweight parallel liquid cooling structure with slender tubes and a thin heat-conducting plate is proposed. The multiobjective optimization of the structure, operating parameters of the thermal management system, and thermal characteristics of a battery module are carried out. The effects of the equivalent diameter of the square tubes and the inner diameter of the circular tubes on the maximum temperature, maximum temperature difference of the batteries, and coolant pressure drop of liquid cooling battery thermal management system (BTMS) are investigated. The more significant factors, selected as the design variables, are the equivalent diameter of the square tubes, the inner diameter of the circular tube, and the coolant inlet velocity. Combining the computational fluid dynamics (CFD) method with multiobjective optimization, the different conditions of heat management parameters obtained by Latin hypercube sampling are numerically calculated, and the optimization of these parameters is carried out by the second-generation Elitist Nondominated Sorting Genetic Algorithm (NSGA-II). Compared with the thermal characteristics of the battery module before optimization, the maximum temperature of the module after optimization is reduced by 9.3%, the maximum temperature difference is reduced by 20.7%, and the coolant pressure drop from inlet to outlet is reduced by 49.1%.
引用
收藏
页数:12
相关论文
共 43 条
[1]
Design improvement of thermal management for Li-ion battery energy storage systems
[J].
Ashkboos, Pourya
;
Yousefi, Amin
;
Houshfar, Ehsan
.
SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS,
2021, 44

Ashkboos, Pourya
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Tehran, Fac New Sci & Technol, Tehran, Iran Univ Tehran, Fac New Sci & Technol, Tehran, Iran

Yousefi, Amin
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Tehran, Fac New Sci & Technol, Tehran, Iran Univ Tehran, Fac New Sci & Technol, Tehran, Iran

论文数: 引用数:
h-index:
机构:
[2]
A GENERAL ENERGY-BALANCE FOR BATTERY SYSTEMS
[J].
BERNARDI, D
;
PAWLIKOWSKI, E
;
NEWMAN, J
.
JOURNAL OF THE ELECTROCHEMICAL SOCIETY,
1985, 132 (01)
:5-12

BERNARDI, D
论文数: 0 引用数: 0
h-index: 0

PAWLIKOWSKI, E
论文数: 0 引用数: 0
h-index: 0

NEWMAN, J
论文数: 0 引用数: 0
h-index: 0
[3]
Topology optimization design and numerical analysis on cold plates for lithium-ion battery thermal management
[J].
Chen, Fan
;
Wang, Jiao
;
Yang, Xinglin
.
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER,
2022, 183

Chen, Fan
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangsu Univ Sci & Technol, Sch Energy & Power Engn, Zhenjiang 212100, Peoples R China Jiangsu Univ Sci & Technol, Sch Energy & Power Engn, Zhenjiang 212100, Peoples R China

Wang, Jiao
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangsu Univ Sci & Technol, Sch Energy & Power Engn, Zhenjiang 212100, Peoples R China Jiangsu Univ Sci & Technol, Sch Energy & Power Engn, Zhenjiang 212100, Peoples R China

Yang, Xinglin
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangsu Univ Sci & Technol, Sch Energy & Power Engn, Zhenjiang 212100, Peoples R China Jiangsu Univ Sci & Technol, Sch Energy & Power Engn, Zhenjiang 212100, Peoples R China
[4]
Design of battery thermal management system based on phase change material and heat pipe
[J].
Chen, Kai
;
Hou, Junsheng
;
Song, Mengxuan
;
Wang, Shuangfeng
;
Wu, Wei
;
Zhang, Yanlai
.
APPLIED THERMAL ENGINEERING,
2021, 188

Chen, Kai
论文数: 0 引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Chem & Chem Engn, Key Lab Enhanced Heat Transfer & Energy Conservat, Minist Educ, Guangzhou 510640, Guangdong, Peoples R China South China Univ Technol, Sch Chem & Chem Engn, Key Lab Enhanced Heat Transfer & Energy Conservat, Minist Educ, Guangzhou 510640, Guangdong, Peoples R China

Hou, Junsheng
论文数: 0 引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Chem & Chem Engn, Key Lab Enhanced Heat Transfer & Energy Conservat, Minist Educ, Guangzhou 510640, Guangdong, Peoples R China South China Univ Technol, Sch Chem & Chem Engn, Key Lab Enhanced Heat Transfer & Energy Conservat, Minist Educ, Guangzhou 510640, Guangdong, Peoples R China

Song, Mengxuan
论文数: 0 引用数: 0
h-index: 0
机构:
Tongji Univ, Dept Control Sci & Engn, Shanghai 201804, Peoples R China South China Univ Technol, Sch Chem & Chem Engn, Key Lab Enhanced Heat Transfer & Energy Conservat, Minist Educ, Guangzhou 510640, Guangdong, Peoples R China

Wang, Shuangfeng
论文数: 0 引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Chem & Chem Engn, Key Lab Enhanced Heat Transfer & Energy Conservat, Minist Educ, Guangzhou 510640, Guangdong, Peoples R China South China Univ Technol, Sch Chem & Chem Engn, Key Lab Enhanced Heat Transfer & Energy Conservat, Minist Educ, Guangzhou 510640, Guangdong, Peoples R China

Wu, Wei
论文数: 0 引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Chem & Chem Engn, Key Lab Enhanced Heat Transfer & Energy Conservat, Minist Educ, Guangzhou 510640, Guangdong, Peoples R China South China Univ Technol, Sch Chem & Chem Engn, Key Lab Enhanced Heat Transfer & Energy Conservat, Minist Educ, Guangzhou 510640, Guangdong, Peoples R China

Zhang, Yanlai
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Ind Polytech, Guangzhou, Guangdong, Peoples R China South China Univ Technol, Sch Chem & Chem Engn, Key Lab Enhanced Heat Transfer & Energy Conservat, Minist Educ, Guangzhou 510640, Guangdong, Peoples R China
[5]
Numerical Analysis of Heat-Pipe-Based Battery Thermal Management System for Prismatic Lithium-Ion Batteries
[J].
Cheng, Jianping
;
Shuai, Shenlong
;
Zhao, Renchen
;
Tang, Zhiguo
.
JOURNAL OF THERMAL SCIENCE AND ENGINEERING APPLICATIONS,
2022, 14 (08)

Cheng, Jianping
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Peoples R China Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Peoples R China

Shuai, Shenlong
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Peoples R China Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Peoples R China

Zhao, Renchen
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Peoples R China Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Peoples R China

Tang, Zhiguo
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Peoples R China Hefei Univ Technol, Sch Mech Engn, Hefei 230009, Peoples R China
[6]
Surrogate based multi-objective design optimization of lithium-ion battery air-cooled system in electric vehicles
[J].
Cheng, Liu
;
Garg, Akhil
;
Jishnu, A. K.
;
Gao, Liang
.
JOURNAL OF ENERGY STORAGE,
2020, 31 (31)

Cheng, Liu
论文数: 0 引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China

Garg, Akhil
论文数: 0 引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China

Jishnu, A. K.
论文数: 0 引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China

Gao, Liang
论文数: 0 引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China
[7]
Multi-objective optimization design of double-layered reverting cooling plate for lithium-ion batteries
[J].
Deng, Tao
;
Ran, Yan
;
Yin, Yanli
;
Chen, Xing
;
Liu, Ping
.
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER,
2019, 143

Deng, Tao
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Jiaotong Univ, Sch Mechatron & Vehicle Engn, 66 Xuefu Rd, Chongqing 400074, Peoples R China
Chongqing Jiaotong Univ, Sch Aeronaut, Chongqing 400074, Peoples R China Chongqing Jiaotong Univ, Sch Mechatron & Vehicle Engn, 66 Xuefu Rd, Chongqing 400074, Peoples R China

论文数: 引用数:
h-index:
机构:

Yin, Yanli
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Jiaotong Univ, Sch Mechatron & Vehicle Engn, 66 Xuefu Rd, Chongqing 400074, Peoples R China Chongqing Jiaotong Univ, Sch Mechatron & Vehicle Engn, 66 Xuefu Rd, Chongqing 400074, Peoples R China

Chen, Xing
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Jiaotong Univ, Sch Mechatron & Vehicle Engn, 66 Xuefu Rd, Chongqing 400074, Peoples R China Chongqing Jiaotong Univ, Sch Mechatron & Vehicle Engn, 66 Xuefu Rd, Chongqing 400074, Peoples R China

Liu, Ping
论文数: 0 引用数: 0
h-index: 0
机构:
Chongqing Jiaotong Univ, Sch Aeronaut, Chongqing 400074, Peoples R China Chongqing Jiaotong Univ, Sch Mechatron & Vehicle Engn, 66 Xuefu Rd, Chongqing 400074, Peoples R China
[8]
Channel parameters for the temperature distribution of a battery thermal management system with liquid cooling
[J].
Ding, Yuzhang
;
Wei, Minxiang
;
Liu, Rui
.
APPLIED THERMAL ENGINEERING,
2021, 186

Ding, Yuzhang
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Univ Aeronaut & Astronaut, Coll Energy & Power Engn, Nanjing, Peoples R China Nanjing Univ Aeronaut & Astronaut, Coll Energy & Power Engn, Nanjing, Peoples R China

Wei, Minxiang
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Univ Aeronaut & Astronaut, Coll Energy & Power Engn, Nanjing, Peoples R China Nanjing Univ Aeronaut & Astronaut, Coll Energy & Power Engn, Nanjing, Peoples R China

Liu, Rui
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Tech Univ, Sch Mech & Power Engn, Nanjing, Peoples R China Nanjing Univ Aeronaut & Astronaut, Coll Energy & Power Engn, Nanjing, Peoples R China
[9]
Effects of the different air cooling strategies on cooling performance of a lithium-ion battery module with baffle
[J].
E, Jiaqiang
;
Yue, Meng
;
Chen, Jingwei
;
Zhu, Hao
;
Deng, Yuanwang
;
Zhu, Yun
;
Zhang, Feng
;
Wen, Ming
;
Zhang, Bin
;
Kang, Siyi
.
APPLIED THERMAL ENGINEERING,
2018, 144
:231-241

E, Jiaqiang
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Inst New Energy & Energy Saving & Emiss Reduct Te, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Yue, Meng
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Chen, Jingwei
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Inst New Energy & Energy Saving & Emiss Reduct Te, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Zhu, Hao
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Hong Sun Yi An New Energy Sci & Technol Ltd, Zhuzhou 412000, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Inst New Energy & Energy Saving & Emiss Reduct Te, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Deng, Yuanwang
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Hong Sun Yi An New Energy Sci & Technol Ltd, Zhuzhou 412000, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Inst New Energy & Energy Saving & Emiss Reduct Te, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Zhu, Yun
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Hong Sun Yi An New Energy Sci & Technol Ltd, Zhuzhou 412000, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Zhang, Feng
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Inst New Energy & Energy Saving & Emiss Reduct Te, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Wen, Ming
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Hong Sun Yi An New Energy Sci & Technol Ltd, Zhuzhou 412000, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Zhang, Bin
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Kang, Siyi
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
[10]
Orthogonal experimental design of liquid-cooling structure on the cooling effect of a liquid-cooled battery thermal management system
[J].
E, Jiaqiang
;
Han, Dandan
;
Qiu, An
;
Zhu, Hao
;
Deng, Yuanwang
;
Chen, Jingwei
;
Zhao, Xiaohuan
;
Zuo, Wei
;
Wang, Hongcai
;
Chen, Jianmei
;
Peng, Qingguo
.
APPLIED THERMAL ENGINEERING,
2018, 132
:508-520

E, Jiaqiang
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Inst New Energy & Energy Saving & Emiss Reduct Te, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Han, Dandan
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Qiu, An
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Zhu, Hao
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Inst New Energy & Energy Saving & Emiss Reduct Te, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Deng, Yuanwang
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Inst New Energy & Energy Saving & Emiss Reduct Te, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Chen, Jingwei
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Inst New Energy & Energy Saving & Emiss Reduct Te, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Zhao, Xiaohuan
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Zuo, Wei
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Wang, Hongcai
论文数: 0 引用数: 0
h-index: 0
机构:
Cent South Univ, Sch Energy Sci & Engn, Changsha 410083, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Chen, Jianmei
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Int Econ Univ, Coll Mech Engn, Changsha 410205, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China

Peng, Qingguo
论文数: 0 引用数: 0
h-index: 0
机构:
Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Coll Mech & Vehicle Engn, Changsha 410082, Hunan, Peoples R China Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China