System identification-based lead-acid battery online monitoring system for electric vehicles

2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings

Volumn , Issue , 2010, Pages 3903-3910

  Juang, Larry W ^a   Kollmeyer, Phillip J ^a   Jahns, T M ^a   Lorenz, R D ^a  

^a UNIVERSITY OF WISCONSIN MADISON   (United States)

Author keywords

Battery Management System (BMS); Electric Vehicle (EV); Lead acid battery; State of Charge (SOC); State of Function (SOF); State of Health (SOH)

Indexed keywords

BATTERY MANAGEMENT SYSTEM; BATTERY VOLTAGES; CURRENT MEASUREMENTS; DATA SHEETS; EXPERIMENTAL LABORATORY; LINEAR MODEL; MODEL-BASED ESTIMATION; ON-LINE MONITORING SYSTEM; ONLINE MONITORING; POWER CAPABILITY; SIMULATED DRIVING; STATE OF FUNCTIONS; STATE OF HEALTH; STATE-OF-CHARGE; STORED ENERGY; SYSTEM IDENTIFICATIONS; TERMINAL VOLTAGES;

AUTOMOBILES; ELECTRIC VEHICLES; ENERGY CONVERSION; HEALTH; MANAGEMENT; MONITORING; PARTIAL DISCHARGES;

LEAD ACID BATTERIES;

EID: 78650098306     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ECCE.2010.5617776     Document Type: Conference Paper

References (15)

1. Sabine Piller, Marion Perrin, and Andreas Jossen, "Methods for State of Charge Determination and Their Applications", Journal of Power Sources, 96 (2001) 113-120. (Pubitemid 32541929)
2. Gregory L. Plett, "Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs, Part 1, Background," Journal of Power Sources, 134 (2004) 252-261. (Pubitemid 41325993)
3. Gregory L. Plett, "Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs, Part 2, Modeling and identification," Journal of Power Sources, 134 (2004) 262-276. (Pubitemid 41325994)
4. Gregory L. Plett, "Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs, Part 3, State and parameter estimation," Journal of Power Sources, 134 (2004) 277-292. (Pubitemid 41325995)
5. B.S. Bhaugu, P. Bentley, D.A. Stone, and C.M. Bingham, "Nonlinear Observers for Predicting State-of-Charge and State-of-Health of Lead-Acid Batteries for Hybrid-Electric Vehicles," IEEE Trans. on Vehicular Tech., Vol. 54, No. 3, May 2005.
6. F. Huet, R.P. Nogueira, L. Torcheuz, P. Lailler, "Simultaneous realtime measurements of potential and high frequency resistance of a lab cell", Journal of Power Sources, 113 (2003) 414-421. (Pubitemid 41331224)
7. F. Huet, "A review of impedance measurements for determination of the state-of-charge or state-of-health of secondary batteries," Journal of Power Sources, 70 (1998) 59-69. (Pubitemid 128374708)
8. H. Blanke, O Bohlen, S Buller, R.W. DeDoncker, B. Fricke, A. Hammouche, D. Linzen, M. Thele, and D.U. Sauer, "Impedance measurements of lead-acid batteries for state-of-charge, state-of-health and cranking capability prognosis in electric and hybrid electric vehicles" Journal of Power Sources, 144 (2005) 418-425.
9. M. Coleman, C.K. Lee, C. Zhu, and W.G. Hurley, "State-of-Charge Determination From EMF Voltage Estimation: Using Impedance, Terminal Voltage, and Current for Lead-Acid and Lithium-Ion Batteries," IEEE Trans. on Indus. Elec., Vol. 54, No. 5, October 2007.
10. P.J. van Bree, A. Veltman, W.H.A. Hendrix, and P.R.J. van den Bosch, "Prediction of Battery Behavior Subject to High-Rate Partial State of Charge," IEEE Trans. on Vehicular Tech., Vol. 58, No. 2, Feb. 2009.
11. H.L.N. Wiegman, "Battery State Estimation and Control for Power Buffering Applications", Ph.D. dissertation, University of Wisconsin-Madison, 1999.
12. R.J.A. Gorter, "Grey-box Identification of Induction Machines: on-line and off-line approaches", Eindhoven: Technische Universiteit Eindhoven, 1997, ISBN 90-386-0420-3.
13. A.H. Sayed, Adaptive Filters. New Jersey: John Wiley & Sons, Inc, 2008, p. 163.
14. R.D. Lorenz, R.A. Cook, "Exact inverter waveform analysis using Ztransform estimation techniques", in Proc. of 1988 IEEE Power Electronics Specialists Conf. (PESC), April 1988, Pages 525-532.
15. Corbin Sparrow Archival Website: http://www.corbinsparrow.com.