State of charge estimation online based on EKF-Ah method for lithium-ion power battery

Proceedings of the 2009 2nd International Congress on Image and Signal Processing, CISP'09

Volumn , Issue , 2009, Pages

  Xu, Jie ^a   Gao, Mingyu ^a   He, Zhiwei ^a   Han, Quanjun ^a   Wang, Xuguang ^a  

^a HANGZHOU DIANZI UNIVERSITY   (China)

Author keywords

Ampere hour counting; EKF Ah method; Extended kalman filtering (EKF); Online estimation; Open circuit voltage (OCV); State of charge (SOC)

Indexed keywords

BATTERY MANAGEMENT SYSTEM; ESTIMATION ERRORS; EXTENDED KALMAN FILTERING; LABORATORY TEST; LITHIUM IONS; ON-LINE ESTIMATION; OPERATION CONDITIONS; POWER BATTERIES; STATE OF CHARGE; STATE-OF-CHARGE ESTIMATION; SYSTEM CONTROL;

AUTOMOBILES; ELECTRIC PROPERTIES; ELECTRIC VEHICLES; ESTIMATION; LEAD ACID BATTERIES; LITHIUM; LITHIUM ALLOYS; NONLINEAR CONTROL SYSTEMS; OPEN CIRCUIT VOLTAGE; PROGRAMMABLE LOGIC CONTROLLERS; SIGNAL PROCESSING;

EXTENDED KALMAN FILTERS;

EID: 73849100755     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISP.2009.5303451     Document Type: Conference Paper

References (14)

1. Gregory L. Plett, "Extended Kalman Filtering for Battery Management Systems of LiPB-based HEV Battery Packs," Journal of Power Source, USA, vol. 134, pp. 252-292, 2004.
2. Gregory L. Plett,"Sigma-point Kalman Fitering for Battery Management Systems of LiPB-based HEV Battery Packs," Journal of Power Sources, pp. 1-29, 2006.S. Zhang, C. Zhu, J. K. O. Sin, and P. K. T. Mok, "A novel ultrathin elevated channel low-temperature poly-Si TFT," IEEE Electron Device Lett., USA, vol. 20, pp. 569-571, Nov. 1999.
3. Lin Chengtao, Chen Quanshi, and Wang Junping, "Improve Ah Counting Method for State of Charge Estimation of Electric Vehicle Batteries," Tsinghua Univ (Sci & Tech), Beijing, vol. 46, no. 2, pp. 247-251, 2006.
4. Deng Wen-lian, Xu Ming-qian, and Shen Yong, "Discussion of SOC Estimator of NiMH Battery for EV," Telecom Power Technologies, Shanghai, vol. 21, no. 4, pp. 33-36, 2004.
5. Ma Youliang, Chen Quanshi, and Qi Zhanning, "Research on the SOC Definition and Measurement Method of Batteries Used in EVs," Tsinghua Univ (Sci & Tech), Beijing, vol. 41, no. 11, pp. 95-97, 2001.
6. Wu Hongjie, Qi Bojin, Zheng Minxin, and Liu Yongzhe, "Ni-MH Battery State-of-charge Estimation Based on Kalman Filter," Journal of Beijing University of Aeronautics and Astronautics, Beijing, vol. 33, no. 8, pp. 945-948, 2007.
7. Zhu Chunbo, Wang Tiecheng, and Hurley W G, "A New State of Charge Determination Method for Battery Management System," Journal of Harbin Institute of Technology ( new series), China, vol. 11, no. 6, pp. 624-630, 2004.
8. Antonio Affanni, Alberto Bellini, Giovanni Franceschini, Paolo Guglielmi, and Carla Tassoni, "Battery Choice and Management for New-Generation Electric Vehicles," IEEE Transactions on Industrial Electronics, vol. 52, no. 5, pp. 1343-1349, 2005.
9. Yang Shuo, He Liping, and Zhong Zhihua, "A Real-time the State of Charge of Storage Battery Estimation Based on the Kalman Filtering Theory for Electric Vehicle," Journal of Guizhou University of Technology, Guizhou, vol. 33, no. 1, pp. 99-102, 2004.
10. Deng Chao, and Shi Pengfei, "Prediction of Residual Capacity of MH/Ni Batteries Based on Neural Network," Journal of Harbin Institute of Technology, Harbin, vol. 35, no. 11, pp. 1405-1408, 2003.
11. Zhao Huiyong, Luo Yongge, She Jianqiang, and Yang Qiliang, "Research on Ways to Measure Single Battery's Voltage in the Vehicle NI-MH Battery Management System," Journal of Hubei Automotive Industries Institute, Huibei, vol. 19, no. 3, pp. 5-8, 2005.
12. John Chatzakis, Kostas Kalaitzakis, Nicholas C. Voulgaris, and Stefanos N. Manias, "Designing a New Generalized Battery Management System," IEEE Transactions on Industrial Electronics, vol. 50, no. 5, pp. 990-999, 2003.
13. Wei Xuezhe, Sun Zechang, and Zou Guangnan, "A Modularized Li-ion Battery Management System for HEVs," Automotive Engineering, vol. 26, no. 6, pp. 629-661, 2004.
14. Lin Chengtao, Wang Junping, and Chen Quanshi, "Methods for State of Charge Estimation of EV Batteries and Their Application," Battery Bimonthly, Shanghai, vol.34, no. 5, pp. 376-378, 2004.