Online peak power prediction based on a parameter and state estimator for lithium-ion batteries in electric vehicles

Energy

Volumn 66, Issue , 2014, Pages 766-778

  Pei, Lei ^a   Zhu, Chunbo ^a   Wang, Tiansi ^a   Lu, Rengui ^a   Chan, C C ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Dual extended kalman filter; Lithium ion batteries; Parameter and state estimator; Peak power; State of power

Indexed keywords

ELECTRIC VEHICLES; EXPERIMENTS; EXTENDED KALMAN FILTERS; LITHIUM BATTERIES; STATE ESTIMATION; BATTERY MANAGEMENT SYSTEMS; CHARGING (BATTERIES); ELECTRIC BATTERIES; IONS; LITHIUM; LITHIUM ALLOYS; LITHIUM COMPOUNDS; PARAMETER ESTIMATION; SECONDARY BATTERIES;

DUAL EXTENDED KALMAN FILTER; LITHIUM-ION BATTERY; PEAK POWER; STATE ESTIMATORS; STATE OF POWER;

LITHIUM COMPOUNDS; LITHIUM BATTERIES;

ACCURACY ASSESSMENT; ELECTRIC VEHICLE; ESTIMATION METHOD; EXPERIMENTAL STUDY; KALMAN FILTER; LITHIUM; PARAMETERIZATION; REAL TIME; CARBON; NUMERICAL MODEL;

EID: 84896387880     PISSN: 03605442     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.energy.2014.02.009     Document Type: Article

References (21)

1. Åhman M. Primary energy efficiency of alternative powertrains in vehicles. Energy 2001, 26(11):973-989.
2. Scrosati B., Garche J. Lithium batteries: status, prospects and future. JPower Sources 2010, 195(9):2419-2430.
3. Kühne R. Electric buses - an energy efficient urban transportation means. Energy 2010, 35(12):4510-4513.
4. 2-neutral electricity in Sweden. Energy 2000, 25(8):777-792.
5. Amjad S., Rudramoorthy R., Neelakrishnan S., Sri Raja Varman K., Arjunan T.V. Evaluation of energy requirements for all-electric range of plug-in hybrid electric two-wheeler. Energy 2011, 36(3):1623-1629.
6. Miranda Á.G., Chen T.S., Hong C.W. Feasibility study of a green energy powered thermoelectric chip based air conditioner for electric vehicles. Energy 2013, 59(0):633-641.
7. Plett G.L. High-performance battery-pack power estimation using a dynamic cell model. Veh Technol IEEE Trans 2004, 53(5):1586-1593.
8. Kim J., Cho B.H. Screening process-based modeling of the multi-cell battery string in series and parallel connections for high accuracy state-of-charge estimation. Energy 2013, 57(0):581-599.
9. Chen Z., Mi C.C., Fu Y., Xu J., Gong X. Online battery state of health estimation based on genetic algorithm for electric and hybrid vehicle applications. JPower Sources 2013, 240(0):184-192.
10. PNGV battery test manual: revision 3 2001, US Department of Energy.
11. Xiong R., He H., Sun F., Zhao K. Online estimation of peak power capability of Li-ion batteries in electric vehicles by a hardware-in-loop approach. Energies 2012, 5(5):1455-1469.
12. Xiong R., He H., Sun F., Liu X., Liu Z. Model-based state of charge and peak power capability joint estimation of lithium-ion battery in plug-in hybrid electric vehicles. JPower Sources 2013, 229(0):159-169.
13. Wang S., Verbrugge M., Wang J.S., Liu P. Multi-parameter battery state estimator based on the adaptive and direct solution of the governing differential equations. JPower Sources 2011, 196(20):8735-8741.
14. Wang S., Verbrugge M., Wang J.S., Liu P. Power prediction from a battery state estimator that incorporates diffusion resistance. JPower Sources 2012, 214(0):399-406.
15. 2 emissions: Romanian case study. Energy 2013, 49(0):61-70.
16. He H., Xiong R., Guo H., Li S. Comparison study on the battery models used for the energy management of batteries in electric vehicles. Energy Convers Manage 2012, 64(0):113-121.
17. Hu X., Li S., Peng H. Acomparative study of equivalent circuit models for Li-ion batteries. JPower Sources 2012, 198(0):359-367.
18. Wan E.A., Nelson A.T. Dual extended kalman filter methods. Kalman filtering and neural networks 2002, 123-173. John Wiley & Sons, Inc.
19. Plett G.L. Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 3. State and parameter estimation. JPower Sources 2004, 134(2):277-292.
20. Padhi A.K., Nanjundaswamy K.S., Goodenough J.B. Phospho-olivines as positive-electrode materials for rechargeable lithium batteries. JElectrochem Soc 1997, 144(4):1188-1194.
21. Sauer D., Bopp G., Jossen A., Garche J., Rothert M., Wollny M. State of charge - what do we really speak about?. The 21st international telecommunications energy conference 1999.