Robust nonlinear observer for state of charge estimation of li-ion batteries

ASME 2012 5th Annual Dynamic Systems and Control Conference Joint with the JSME 2012 11th Motion and Vibration Conference, DSCC 2012-MOVIC 2012

Volumn 1, Issue , 2012, Pages 641-648

  Lotfi, Nima ^a   Landers, Robert G ^a  

^a Missouri University of Science and Technology   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ASYMPTOTIC CONVERGENCE; BATTERY MANAGEMENT SYSTEM; BATTERY-POWERED APPLICATIONS; ESTIMATION ALGORITHM; IDENTIFICATION PROCESS; OPERATING CONDITION; ROBUST NONLINEAR OBSERVERS; STATE-OF-CHARGE ESTIMATION;

ALGORITHMS; BIOCHEMISTRY; ENERGY MANAGEMENT SYSTEMS; ESTIMATION; LEAD ACID BATTERIES; LITHIUM; MANAGEMENT; OPEN CIRCUIT VOLTAGE; THEOREM PROVING; UNCERTAINTY ANALYSIS;

LITHIUM BATTERIES;

EID: 84885922441     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/DSCC2012-MOVIC2012-8743     Document Type: Article

References (22)

1. J.-M. Tarascon and M. Armand, 2001, "Issues and challenges facing rechargeable lithium batteries," Nature, vol. 414, pp. 359-367.
2. M. Armand and J.-M. Tarascon, 2008, "Building better batteries," Nature, vol. 451, pp. 652-657.
3. B. Dickinson and D. Swan, 1995, "EV battery pack life: pack degradation and solutions," SAE paper 951949, pp. 145-154.
4. D. Andrea, 2010, Battery Management Systems for Large Lithium-Ion Batteries, Artech House.
5. G.L. Plett, 2006, "Sigma-point Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 1: Introduction and state estimation," Journal of Power Sources, vol. 161, no. 2, pp. 1356-1368.
6. H. He, R. Xiong, X. Zhang, F. Sun, and J. Fan, 2011, "State-of- Charge estimation of the lithium-ion battery using an adaptive extended Kalman filter based on an improved Thevenin model," IEEE Transactions on Vehicular Technology, vol. 60, no. 4, pp. 1461-1469.
7. D.D. Domenico, G. Fiengo, and A. Stefanopoulou, 2008, "Lithium-ion battery state of charge estimation with a Kalman Filter based on an electrochemical model," IEEE International Conference on Control Applications, pp. 702-707, September 3-5, San Antonio, Texas, USA.
8. S. Santhanagopalan and R.E. White, 2006, "Online estimation of the state of the charge of a lithium ion cell," Journal of Power Sources, vol. 161, pp. 1346-1355.
9. M. McIntyre, T. Burg, D. Dawson, and B. Xian, 2006, "Adaptive state of charge (SOC) estimator for a battery," American Control Conference, pp. 5740-5744, June 14-16, Minneapolis, Minnesota, USA.
10. Y. Hu and S. Yurkovich, 2010, "Battery state of charge estimation in automotive applications using LPV techniques," American Control Conference, pp. 5043-5049, June 30-July 2, Baltimore, Maryland, USA.
11. Il-S. Kim, 2010, "A technique for estimating the state of health of lithium batteries through a dual-sliding-mode observer," IEEE Transactions on Power Electronics, vol. 25, no. 4, pp. 1013-1022.
12. F. Zhang, G. Liu, and L. Fang, 2008, "A battery state of charge estimation method using sliding mode observer," 7th World Congress on Intelligent Control and Automation, pp. 989-994, June 25-27, Chongqing, China.
13. Y. Li, R.D. Anderson, J. Song, A.M. Phillips, and X. Wang, 2011, "A nonlinear adaptive observer approach for state of charge estimation of lithium-ion batteries," American Control Conference, pp. 370-375, June 29-July 1, San Francisco, California, USA.
14. X. Tang, X. Mao, J. Lin, and B. Koch, 2011, "Li-ion battery parameter estimation for state of charge," American Control Conference, pp. 941-946, June 29-July 1, San Francisco, California, USA.
15. M. Chen and G. A. Rincón-Mora, 2006, "Accurate electrical battery model capable of predicting runtime and I-V performance," IEEE Transaction on Energy Conversion, vol. 21, no. 2, pp. 504-511.
16. M. Doyle, T. F. Fuller, and J. Newman, 1993, "Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell," Journal of the Electrochemical Society, vol. 140, no. 6, pp. 1526-1533.
17. K. Smith and C.-Y. Wang, 2006, "Power and thermal characterization of a lithium-ion battery pack for hybrid-electric vehicles," Journal of Power Sources, vol. 160, pp. 662-673.
18. N.A. Chaturvedi, R. Klein, J. Christensen, J. Ahmed, and A. Kojic, 2010, "Algorithms for advanced battery-management systems," Control Systems Magazine, vol. 30, pp. 49-68.
19. "PNGV Battery Test Manual, Rev. 3," DOE/ID-10597, 2001.
20. M. Knauff, J. McLaughlin, C. Dafis, D. Niebur, P. Singh, H. Kwatny, and C. Nwankpa, 2007, "Simulink model of a Lithiumion battery for the hybrid power system testbed," ASNE Intelligent Ships Symposium, May 9-10, Philadelphia, PA, USA.
21. T. Hu, B. Zanchi, and J. Zhao, 2011, "Determining battery parameters by simple algebraic method," American Control Conference, pp. 3090-3095, June 29-July 1, San Francisco, California, USA.
22. H. Xiaosong, S. Fengchun, Z. Yuan, and P. Huei, 2011, "Online estimation of an electric vehicle Lithium-Ion battery using recursive least squares with forgetting," American Control Conference, pp. 935-940, June 29-July 1, San Francisco, California, USA.