Energy Management of Parallel-Connected Cells in Electric Vehicles Based on Fuzzy Logic Control

被引:18
作者
Song, Chuanxue [1 ]
Shao, Yulong [1 ]
Song, Shixin [2 ]
Chang, Cheng [3 ]
Zhou, Fang [3 ]
Peng, Silun [3 ]
Xiao, Feng [1 ]
机构
[1] Jilin Univ, State Key Lab Automot Simulat & Control, Changchun 130022, Peoples R China
[2] Jilin Univ, Sch Mech Sci & Engn, Changchun 130022, Peoples R China
[3] Jilin Univ, Coll Automot Engn, Changchun 130022, Peoples R China
关键词
parallel-connected cells; loop current; electric vehicle; energy management; fuzzy logic; EQUIVALENT-CIRCUIT MODELS; LITHIUM-ION BATTERIES; CHARGE ESTIMATION; STATE; SERIES; EQUALIZATION; PACK;
D O I
10.3390/en10030404
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
Inconsistencies that are associated with parallel-connected cells used in electric vehicles induce varied states of charge (SOCs) in each cell. Thus, loop current in the battery pack is inevitable, and this reduces overall capacity, energy utilization rate, and pack lifetime. However, no method is available to address loop current. To reduce loop current and the resulting battery inconsistency, a parallel-connected cell pack (PCCP) model that considers thermal effects is established, and a novel Simscape model that is based on PCCP is successfully constructed. Furthermore, the strategy of parallel-connected cell energy management (PCCEM) is proposed to utilize fuzzy logic control (FLC) strategy, which automatically adjusts the number of cells in a circuit in accordance with the load demand, and turns on the first N switches in the corresponding SOC order. The New European Driving Cycle (NEDC) driving cycle simulation shows that the PCCEM strategy considerably reduces loop current and improves the consistency of battery performance and the utilization rate of battery power.
引用
收藏
页数:13
相关论文
共 37 条
[1]   A review on lithium-ion battery ageing mechanisms and estimations for automotive applications [J].
Barre, Anthony ;
Deguilhem, Benjamin ;
Grolleau, Sebastien ;
Gerard, Mathias ;
Suard, Frederic ;
Riu, Delphine .
JOURNAL OF POWER SOURCES, 2013, 241 :680-689
[2]  
Bruen T., 2014, P 2014 IEEE VEH POW
[3]   Modelling and experimental evaluation of parallel connected lithium ion cells for an electric vehicle battery system [J].
Bruen, Thomas ;
Marco, James .
JOURNAL OF POWER SOURCES, 2016, 310 :91-101
[4]   Designing a new generalized battery management system [J].
Chatzakis, J ;
Kalaitzakis, K ;
Voulgaris, NC ;
Manias, SN .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2003, 50 (05) :990-999
[5]   Online state of charge estimation and open circuit voltage hysteresis modeling of LiFePO4 battery using invariant imbedding method [J].
Dong, Guangzhong ;
Wei, Jingwen ;
Zhang, Chenbin ;
Chen, Zonghai .
APPLIED ENERGY, 2016, 162 :163-171
[6]   Maximum power extraction from wind energy system based on fuzzy logic control [J].
Eltamaly, Ali M. ;
Farh, Hassan M. .
ELECTRIC POWER SYSTEMS RESEARCH, 2013, 97 :144-150
[7]   Adaptive approach for on-board impedance parameters and voltage estimation of lithium-ion batteries in electric vehicles [J].
Farmann, Alexander ;
Waag, Wladislaw ;
Sauer, Dirk Uwe .
JOURNAL OF POWER SOURCES, 2015, 299 :176-188
[8]   Physics based modeling of a series parallel battery pack for asymmetry analysis, predictive control and life extension [J].
Ganesan, Nandhini ;
Basu, Suman ;
Hariharan, Krishnan S. ;
Kolake, Subramanya Mayya ;
Song, Taewon ;
Yeo, Taejung ;
Sohn, Dong Kee ;
Doo, Seokgwang .
JOURNAL OF POWER SOURCES, 2016, 322 :57-67
[9]   Study of the Characteristics of Battery Packs in Electric Vehicles With Parallel-Connected Lithium-Ion Battery Cells [J].
Gong, Xianzhi ;
Xiong, Rui ;
Mi, Chunting Chris .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2015, 51 (02) :1872-1879
[10]   Joint Estimation of the Electric Vehicle Power Battery State of Charge Based on the Least Squares Method and the Kalman Filter Algorithm [J].
Guo, Xiangwei ;
Kang, Longyun ;
Yao, Yuan ;
Huang, Zhizhen ;
Li, Wenbiao .
ENERGIES, 2016, 9 (02)