Battery state of charge estimation for electric vehicle based on neural network

2011 IEEE 3rd International Conference on Communication Software and Networks, ICCSN 2011

Volumn , Issue , 2011, Pages 493-496

  Rui Hao, Liu ^a   Yu Kun, Sun ^a   Xiao Fu, Ji ^a  

^a JIANGSU UNIVERSITY   (China)

Author keywords

Li ion battery; state of charge estimation; the method of neural network

Indexed keywords

BATTERY STATE OF CHARGE; CHARGE DISCHARGE PERFORMANCE; IRON PHOSPHATES; LI-ION BATTERIES; NEURAL NETWORK METHOD; PREDICTION MODEL; REMAINING CAPACITY; STATE-OF-CHARGE ESTIMATION; TEST DATA IN;

COMMUNICATION; ELECTRIC DISCHARGES; ELECTRIC VEHICLES; FORECASTING; IONS; IRON COMPOUNDS; LEAD ACID BATTERIES; MATHEMATICAL MODELS;

NEURAL NETWORKS;

EID: 80053155023     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCSN.2011.6013952     Document Type: Conference Paper

References (8)

1. Sun Fengchun, Guo Haitao, Zhang Chengning. Realization of Calculating Remaining Capacity of Electric Vehicles [M]. the Volume of Tank, Annored Engine, Journey of Ordnance, 2008, 72(4): 11-16.
2. Dong Mingzhe, Zhang Dianlong, Wu Junfeng. Ni-MH Battery Capacity prediction Based on BP Neural Network [J]. Journal of Harbin University of Science and Technology, 2000, 5(3) : 115-117.
3. Li Jingzhao, Zhang Chongwei. Research on Testing Remaining Capacity of Battery Based on Fuzzy Neural Network Prediction Technology [J]. Coal Mine Machinery, 2002, 8(1): 21-24.
4. Gao Mingyu, Zhang Hongyan, Online measurement of Remaining Capacity of Battery [J]. Electrical Measurement & Instrumentation, 2000, 37(417): 28-32
5. Troltzsch U, Kanoun 0, Trankler H-R.Electrochimica Acta 2006;51(8-9) 1664-167
6. Gregory L Plett LiPB DynamicCell Models forKalman-FilterSOCEstimation[C]. Proceedings of the 19th lnternationalElectric Ve-hicle Symposium, Busan, 2002.
7. SUN Li, TAN Xinde, XIE Fuchun. The Battery Management System for Electric Vehicle Based on Estimating Battery's States [CD]. Brussels Belgium: EVs15, 1998.
8. O Barbarisi, F. Vasca, and L Glielmo. State of charge kalman filterestimator for automotive batteries. Control Engineering Practice,14 267-275, 2006.