Experimental and optimization of material synthesis process parameters for improving capacity of lithium-ion battery

被引:6
作者
Huang, Yuhao [1 ]
Binh Thanh Tran [2 ]
Asghari, Saeed [3 ]
Hoang-do Nguyen [2 ]
Peng, Xiongbin [1 ]
Garg, Akhil [1 ]
My Loan Phung Le [2 ]
机构
[1] Shantou Univ, Minist Educ, Intelligent Mfg Key Lab, Shantou, Guangdong, Peoples R China
[2] Viet Nam Natl Univ Ho Chi Minh City VNUHCM, Dept Phys Chem, Appl Phys Chem Lab, Ho Chi Minh City, Vietnam
[3] Iranian Space Res Ctr, Inst Mat & Energy, 7th Kilometer Imam Ave,POB 81395-619, Esfahan, Iran
关键词
cycle life; discharge capacity; genetic programming; lithium-ion battery; CATHODE MATERIAL; ECONOMIC-LOSSES; LIFEPO4; CARBON; MODEL; DESIGN; ENERGY;
D O I
10.1002/er.4079
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
New methods for synthesis of active materials have been developed to improve capacity and cycle life performance of lithium-ion batteries. Past studies have focused on routes of development of materials and new processes, which might not be economical for large-scale production. In this regard, this study examines a widely employed carbothermal reduction technology for the synthesis of lithium-iron phosphate (LiFePO4/C) and investigates effects of process conditions during this synthesis on final battery performance. An experimental combined genetic programming approach is used to model the effects of crucial process conditions (sintering time, the carbon content, and the sintering temperature) on the discharge capacity of the assembled battery. Experiments are conducted to collect the discharge capacity data based on varying LiFePO4/C synthesis conditions, and genetic programming is employed to develop a suitable functional relationship between them. The results show that the battery discharge capacity is controlled significantly by adjusting sintering temperature and carbon content, while the effect of sintering time is found to be insignificant. Further, the interaction effect of the sintering time and carbon content is much more obvious than that of the sintering time and the sintering temperature. The findings from the study pave the way for the optimum design of the synthesis process of LiFePO4/C for a higher battery performance.
引用
收藏
页码:3400 / 3409
页数:10
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