Multi-Objective Optimal Charging Method for Lithium-Ion Batteries

作者: Xiaogang Wu , Wenwen Shi , Jiuyu Du

DOI: 10.3390/EN10091271

关键词:

摘要: In order to optimize the charging of lithium-ion batteries, a multi-stage method that considers time and energy loss as optimization targets has been proposed in this paper. First, dynamic model based on first-order circuit established, parameters have identified. Second, basis established model, we treat objective function problem weighted sum loss. Finally, programming algorithm (DP) used calculate current function. Simulation experimental results show could effectively reduce decrease loss, compared with constant-current constant-voltage method, under premise exerting little influence attenuation battery capacity.

参考文章(33)
Xiao-Hui Sun, Toshiyuki Yamamoto, Takayuki Morikawa, Charge timing choice behavior of battery electric vehicle users Transportation Research Part D-transport and Environment. ,vol. 37, pp. 97- 107 ,(2015) , 10.1016/J.TRD.2015.04.007
Hamed Nafisi, Hossein Askarian Abyaneh, Mehrdad Abedi, Energy loss minimization using PHEVs as distributed active and reactive power resources: a convex quadratic local optimal solution International Transactions on Electrical Energy Systems. ,vol. 26, pp. 1287- 1302 ,(2016) , 10.1002/ETEP.2134
Xuebing Han, Minggao Ouyang, Languang Lu, Jianqiu Li, A comparative study of commercial lithium ion battery cycle life in electric vehicle: Capacity loss estimation Journal of Power Sources. ,vol. 268, pp. 658- 669 ,(2014) , 10.1016/J.JPOWSOUR.2014.06.111
Zhen Guo, Bor Yann Liaw, Xinping Qiu, Lanlan Gao, Changshui Zhang, Optimal charging method for lithium ion batteries using a universal voltage protocol accommodating aging Journal of Power Sources. ,vol. 274, pp. 957- 964 ,(2015) , 10.1016/J.JPOWSOUR.2014.10.185
A. Abdollahi, X. Han, G.V. Avvari, N. Raghunathan, B. Balasingam, K.R. Pattipati, Y. Bar-Shalom, Optimal battery charging, Part I: Minimizing time-to-charge, energy loss, and temperature rise for OCV-resistance battery model Journal of Power Sources. ,vol. 303, pp. 388- 398 ,(2016) , 10.1016/J.JPOWSOUR.2015.02.075
Hongwen He, Rui Xiong, Hongqiang Guo, Shuchun Li, Comparison study on the battery models used for the energy management of batteries in electric vehicles Energy Conversion and Management. ,vol. 64, pp. 113- 121 ,(2012) , 10.1016/J.ENCONMAN.2012.04.014
P.H.L. Notten, J.H.G. Op het Veld, J.R.G. van Beek, Boostcharging Li-ion batteries: A challenging new charging concept Journal of Power Sources. ,vol. 145, pp. 89- 94 ,(2005) , 10.1016/J.JPOWSOUR.2004.12.038
F. Savoye, P. Venet, M. Millet, J. Groot, Impact of Periodic Current Pulses on Li-Ion Battery Performance IEEE Transactions on Industrial Electronics. ,vol. 59, pp. 3481- 3488 ,(2012) , 10.1109/TIE.2011.2172172
Liping Huang, Tianchi Li, Chuan Liu, Xie Quan, Lijie Chen, Aijie Wang, Guohua Chen, Synergetic interactions improve cobalt leaching from lithium cobalt oxide in microbial fuel cells Bioresource Technology. ,vol. 128, pp. 539- 546 ,(2013) , 10.1016/J.BIORTECH.2012.11.011
Melvyn James, Jock Grummett, Martin Rowan, Jeremy Newman, Application of pulse charging techniques to submarine lead-acid batteries Journal of Power Sources. ,vol. 162, pp. 878- 883 ,(2006) , 10.1016/J.JPOWSOUR.2005.02.018