Comparison, selection, and parameterization of electrical battery models for automotive applications

IEEE Transactions on Power Electronics

Volumn 28, Issue 3, 2013, Pages 1429-1437

  Einhorn, Markus ^a   Conte, Fiorentino Valerio ^a   Kral, Christian ^a   Fleig, Jürgen ^b  

^a AIT AUSTRIAN INSTITUTE OF TECHNOLOGY   (Austria)

^b VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

Author keywords

Battery model; impedance; lithium ion battery; optimization; parameter extraction; parameterization

Indexed keywords

AUTOMOTIVE APPLICATIONS; BATTERY MODELS; CURRENT PROFILE; DRIVING CYCLE; DYNAMIC BATTERY; ELECTRIC-VEHICLE SIMULATION; ELECTRICAL TESTS; LITHIUM-ION BATTERY; LITHIUM-ION POLYMER BATTERIES; MODEL ACCURACY; MODEL PERFORMANCE; NUMERIC OPTIMIZATION; PARAMETERIZED; PARAMETERIZED MODEL; PARAMETRIZATIONS; SYSTEM SIMULATIONS;

COMPUTER SIMULATION; ELECTRIC IMPEDANCE; ELECTRIC VEHICLES; OPTIMIZATION; PARAMETER EXTRACTION;

PARAMETERIZATION;

EID: 84867808072     PISSN: 08858993     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPEL.2012.2210564     Document Type: Article

References (28)

1. C. Rosenkranz, C. Kupfer, and U. Koehler, "Battery challenges," in Proc. 21th Int. AVL Conf. Engine Environment, Sep. 2009.
2. H. Chan and D. Sutanto, "A new battery model for use with battery energy storage systems and electric vehicles power systems," in Proc. IEEE Power Eng. Soc. Winter Meeting, 2000, vol. 1, pp. 470-475.
3. R. Kroeze and P. Krein, "Electrical battery model for use in dynamic electric vehicle simulations," in Proc. IEEE Power Electron. Specialists Conf., Jun. 15-19, 2008, pp. 1336-1342.
4. K. A. Smith, C. D. Rahn, and C.-Y. Wang, "Control oriented 1d electrochemical model of lithium ion battery," Energy Conversion Management, vol. 48, no. 9, pp. 2565-2578, 2007. (Pubitemid 47102475)
5. J. Newman, K. E. Thomas, H. Hafezi, and D. R. Wheeler, "Modeling of lithium-ion batteries," J. Power Sources, vol. 119-121, pp. 838-843, 2003.
6. J. Lee, J. Lee, O. Nam, J. Kim, B. H. Cho, H.-S. Yun, S.-S. Choi, K. Kim, J. Kim, and S. Jun, "Modeling and real time estimation of lumped equivalent circuit model of a lithium ion battery," in Proc. 12th IEEE Int. Power Electron. Motion Control Conf., Aug. 2006, pp. 1536-1540. (Pubitemid 351577281)
7. M. Chen and G. Rincon-Mora, "Accurate electrical battery model capable of predicting runtime and I-V performance," IEEE Trans. Energy Conversion, vol. 21, no. 2, pp. 504-511, Jun. 2006. (Pubitemid 43820862)
8. FreedomCAR Battery Test Manual for Power-Assist Hybrid Electric Vehicles, U.S. Department of Energy, 2003.
9. M. Einhorn, F. V. Conte, C. Kral, J. Fleig, and R. Permann, "Parametrization of an electrical battery model for dynamic system simulation in electric vehicles," in Proc. 6th IEEE Int. Vehicle, Power Propulsion Conf., Sep. 2010, pp. 1-7.
10. S. Lee, J. Kim, J. Lee, and B. Cho, "State-of-charge and capacity estimation of lithium-ion battery using a new open-circuit voltage versus state-of-charge," J. Power Sources, vol. 185, no. 2, pp. 1367-1373, 2008.
11. M. Dubarry, N. Vuillaume, and B. Y. Liaw, "From single cell model to battery pack simulation for li-ion batteries," J. Power Sources, vol. 186, no. 2, pp. 500-507, 2009.
12. S. Abu-Sharkh and D. Doerffel, "Rapid test and non-linear model characterisation of solid-state lithium-ion batteries," J. Power Sources, vol. 130, no. 1-2, pp. 266-274, 2004. (Pubitemid 41325911)
13. R. Permann, "A method for parametrizing equivalent circuits of lithium ion cells," in Proc. 25th World Battery, Hybrid and Fuel Cell Electric Vehicle Symp. Exhibit., 2010.
14. N. Moubayed, J. Kouta, A. El-Ali, H. Dernayka, and R. Outbib, "Parameter identification of the lead-acid battery model," in Proc. 33rd IEEE Photovoltaic Specialists Conf., May 11-16, 2008, pp. 1-6.
15. D. Haifeng, W. Xuezhe, and S. Zechang, "State and parameter estimation of a hev li-ion battery pack using adaptive kalman filter with a new soc-ocv concept," in Proc. Int. Conf. Meas. Technol. Mechatronics Autom., 2009, vol. 2, pp. 375-380.
16. Y. Hu, S. Yurkovich, Y. Guezennec, and B. Yurkovich, "A technique for dynamic battery model identification in automotive applications using linear parameter varying structures," Control Eng. Practice, vol. 17, no. 10, pp. 1190-1201, 2009.
17. V. Boovaragavan, S. Harinipriya, and V. R. Subramanian, "Towards realtime (milliseconds) parameter estimation of lithium-ion batteries using reformulated physics-based models," J. Power Sources, vol. 183, no. 1, pp. 361-365, 2008.
18. S. Zhao, F. Wu, L. Yang, L. Gao, and A. F. Burke, "A measurement method for determination of DC internal resistance of batteries and supercapacitors," Electrochemistry Commun., vol. 12, no. 2, pp. 242-245, 2010.
19. M. Einhorn, V. Conte, C. Kral, and J. Fleig, "Comparison of electrical battery models using a numerically optimized parameterization method," in Proc. 7th IEEE Int. Vehicle, Power Propulsion Conf., 2011, pp. 1-7.
20. M. Einhorn, F. V. Conte, C. Kral, H. Popp, and J. Fleig, "Parameterization of an electrical battery model using a numeric optimization method," in Proc. 2nd Adv. Autom. Battery Conf. (AABC) Europe, 2011.
21. B. Scrosati and J.Garche, "Lithium batteries: Status, prospects and future," J. Power Sources, vol. 195, no. 9, pp. 2419-2430, 2010.
22. O. Tremblay, L.-A. Dessaint, and A.-I. Dekkiche, "A generic battery model for the dynamic simulation of hybrid electric vehicles," in Proc. IEEE Vehicle Power Propulsion Conf., Sep. 9-12, 2007, pp. 284-289.
23. L. Gao, S. Liu, and R. Dougal, "Dynamic lithium-ion battery model for system simulation," IEEE Trans. Components Packaging Technol., vol. 25, no. 3, pp. 495-505, Sep. 2002.
24. B. Schweighofer, K. Raab, and G. Brasseur, "Modeling of high power automotive batteries by the use of an automated test system," IEEE Trans. Instrum. Meas., vol. 52, no. 4, pp. 1087-1091, Aug. 2003.
25. Generic Optimization Program, Lawrence Berkeley National Laboratory, Apr. 2010.
26. Design Analysis Kit for Optimization and Terascale Applications, Sandia National Laboratories, Apr. 2010.
27. FTP72 Urban Dynamometer Driving Schedule (UDDS), U.S. Environmental Protection Agency.
28. M. Broussely, P. Biensasn, F. Bonhomme, P. Blanchard, S. Herreyre, K. Nechev, and R. J. Staniewicz, "Main aging mechanisms in li ion batteries," J. Power Sources, vol. 146, May 2005.