Battery state of charge estimation in automotive applications using LPV techniques

Proceedings of the 2010 American Control Conference, ACC 2010

Volumn , Issue , 2010, Pages 5043-5049

  Hu, Yiran ^a   Yurkovich, Stephen ^a  

^a Ohio State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMOTIVE APPLICATIONS; BATTERY PACK; BATTERY STATE OF CHARGE; COMPUTATIONAL BURDEN; DATA SETS; LINEAR PARAMETER VARYING SYSTEMS; LITHIUM-ION BATTERY; MEASURED DATA; MODEL-BASED; STATE OF CHARGE;

EXTENDED KALMAN FILTERS; LEAD ACID BATTERIES; LITHIUM; POSITION CONTROL;

ESTIMATION;

EID: 77957834357     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. S. Piller, M. Perrin., and A. Jossen, "Methods for State-of-Charge Determination and Their Applications", Journal of Power Sources, vol. 96, pp. 113-120, 2001.
2. A. Salkind, Fennie, S. C., T. P., Atwater, and D. Reisner, "Determination of State-of-Charge and State-of-Health of Batteries by Fuzzy Logic Methodology", Journal of Power Sources, vol. 80, pp. 293-300, 1999.
3. S. Malkhandi, "Fuzzy Logic-based Learning System and Estimation of State-of-Charge of Lead-acid Battery", Engineering Applications of Artificial Intelligence, vol. 19, pp. 479-485, 2006.
4. G. Plett, "Extended Kalman Filtering for Battery Management Systems of LiPB-Based HEV Battery Packs, Part 2", Journal of Power Sources, vol. 134, pp. 262-276, 2004.
5. J. Shamma and M. Athans, "Gauranteed Properties of Gain Scheduled Control of Linear Parameter-Varying Plants", Automatica, vol. 27, pp. 559-564, 1991.
6. J. Shamma and M. Athans, "Gain Scheduling: Potential Hazards and Possible Remedies", IEEE Control System Magazine, vol. 12, pp. 101-107, 1992.
7. W. Rugh and J. Shamma, "Research on Gain Scheduling", Automatica, vol. 36, pp. 1401-1425, 2000.
8. F. Wu, "Control of linear parameter varying systems", Ph.D. dissertation, UC Berkely, 1995.
9. Y. Hu, B. J. Yurkovich, S. Yurkovich, and Y. Guezennec, "A Technique for Dynamic Battery Model Identification in Automotive Applications Using Linear Parameter Varying Structures", to appear in Control Engineering Practice.
10. Y. Hu, B. J. Yurkovich, S. Yurkovich, and Y. Guezennec, "Electrothermal Battery Modeling and Identification for Automotive Applications", in ASME Dynamic Systems and Control Conference, 2009.
11. E. Barsoukov and M. J. R., Impedance Spectroscopy: Theory, Experiment, and Applications, Second ed. Wiley-Interscience, 2005.
12. M. Verbrugge, and E. Tate, "Adaptive State of Charge Algorithm for Nickel Metal Hydride Batteries Including Hysteresis Phenomena", Journal of Power Sources, vol. 126, pp. 236-249, 2004.
13. S. Boyd, L. Ghaoui, E. Feron, and V. Balakrishna, Linear Matrix Inequalities in Systems and Control Theory, First ed. SIAM, 1994.
14. K. Tan, M. Grigoriadis, and F. Wu, "Output-Feedback Control of LPV Sampled Data Systems", in American Control Conference, 2000.