Multi-objective optimization of a semi-active battery/supercapacitor energy storage system for electric vehicles

Applied Energy

Volumn 135, Issue , 2014, Pages 212-224

  Song, Ziyou ^a   Li, Jianqiu ^a   Han, Xuebing ^a   Xu, Liangfei ^a   Lu, Languang ^a   Ouyang, Minggao ^a   Hofmann, Heath ^b  

^a TSINGHUA UNIVERSITY   (China)

^b UNIVERSITY OF MICHIGAN   (United States)

Author keywords

Electric city bus; Hybrid energy storage system (HESS); LiFePO4 battery degradation; Multi objective optimization

Indexed keywords

BUSES; COST REDUCTION; DC-DC CONVERTERS; ELECTRIC BATTERIES; ELECTRIC DRIVES; ENERGY STORAGE; GENETIC ALGORITHMS; SECONDARY BATTERIES;

BATTERY DEGRADATION; ELECTRIC CITIES; ELECTRIC-DRIVE VEHICLES; ENERGY STORAGE SYSTEMS; HYBRID ENERGY STORAGE SYSTEMS (HESS); NON-DOMINATED SORTING GENETIC ALGORITHM-II; OPTIMIZATION GOALS; SIZING OPTIMIZATION;

MULTIOBJECTIVE OPTIMIZATION;

BUS TRANSPORT; COST ANALYSIS; ELECTRIC VEHICLE; GENETIC ALGORITHM; MULTIOBJECTIVE PROGRAMMING; OPTIMIZATION;

EID: 84907172093     PISSN: 03062619     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apenergy.2014.06.087     Document Type: Article

References (27)

1. Lukic S.M., Cao J., Bansal R.C., Rodriguez F., Emadi A. Energy storage systems for automotive applications. IEEE Trans Ind Electron 2008, 55:2258-2267.
2. Lukic S.M., Wirasingha S.G., Rodriguez F., Cao J., Emadi A. Power management of an ultracapacitor/battery hybrid energy storage system in an HEV 2006, IEEE Vehicle Power Propulsion Conf. Windsor, U.K., pp. 6-8.
3. Baisden A.C., Emadi A. An ADVISOR based model of a battery and an ultra-capacitor energy source for hybrid electric vehicles. IEEE Trans Veh Technol 2004, 53:199-205.
4. He H.W., Xiong R., Zhao K., Liu Z.T. Energy management strategy research on a hybrid power system by hardware-in-loop experiments. Appl Energy 2013, 112:1311-1317.
5. Lu L., Han X., Li J., et al. A review on the key issues for lithium-ion battery management in electric vehicles. J Power Sources 2013, 226:272-288.
6. Ichimura M, Shimomura M, Takeno K, Shirota R, Yakami J. Synergistic effect of charge/discharge cycle and storage in degradation of lithium-ion batteries for mobile phones. In: 27th International conference on telecommunications. Berlin, Germany, September, 2005.
7. Jungst R.G., Nagasubramanian G., Case H.L., Liaw B.Y., Urbina A., Paez T.L., et al. Accelerated calendar and pulse life analysis of lithium-ion cells. J Power Sources 2003, 119:870-873.
8. Peterson S.B., Apt J., Whitacre J.F. Lithium-ion battery cell degradation resulting from realistic vehicle and vehicle-to-grid utilization. J Power Sources 2010, 195:2385-2392.
9. Liu H., Wang Z., Cheng J., Maly D. Improvement on the cold cranking capacity of commercial vehicle by using supercapacitor and lead-acid battery hybrid. IEEE Trans Veh Technol 2009, 58:1097-1105.
10. Dougal R., Liu S., White R. Power and life extension of battery-ultracapacitor hybrids. IEEE Trans Compon Packag Technol 2002, 25:120-131.
11. Zheng J., Jow T., Ding M. Hybrid power sources for pulsed current applications. IEEE Trans Aerosp Electron Syst 2001, 37:288-292.
12. Amjadi Z., Williamson S. Power electronics based solutions for plug in hybrid electric vehicle energy storage and management systems. IEEE Trans Ind Electron 2010, 57:608-616.
13. Trovão J.P., Pereirinha P.G., Jorge H.M., Antunes C.H. A multi-level energy management system for multi-source electric vehicles-an integrated rule-based meta-heuristic approach. Appl Energy 2013, 105:304-318.
14. Ortuzar M., Moreno J., Dixon J. Ultracapacitor-based auxiliary energy system for an electric vehicle: implementation and evaluation. IEEE Trans Ind Electron 2007, 54:2147-2156.
15. Hung Y.H., Wu C.H. An integrated optimization approach for a hybrid energy system in electric vehicles. Appl Energy 2012, 98:479-490.
16. Cao J., Emadi A. A new battery/ultracapacitor hybrid energy storage system for electric, hybrid, and plug-in hybrid electric vehicles. IEEE Trans Power Electron 2012, 27:122-132.
17. Deb K., Pratap A., Agarwal S., Meyarivan T. A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans Evol Comput 2002, 40:181-197.
18. Shin D., Kim Y., Wang Y., Chang N., Pedram M. Constant-current regulator-based battery-supercapacitor hybrid architecture for high-rate pulsed load applications. J Power Sources 2012, 205:516-524.
19. Henson W. Optimal battery/ultracapacitor storage combination. J Power Sources 2008, 179:417-423.
20. Bashash S., Moura S.J., Forman J.C., Fathy H.K. Plug-in hybrid electric vehicle charge pattern optimization for energy cost and battery longevity. J Power Sources 2011, 196:541-549.
21. Xu L., Ouyang M., Li J., Yang F., Lu L., Hua J. Optimal sizing of plug-in fuel cell electric vehicles using models of vehicle performance and system cost. Appl Energy 2013, 103:477-487.
22. Ramadass P., Haran B., Gomadam P.M., White R., Popov B.N., Electrochem J. Development of first principles capacity fade model for Li-ion cells. J Electrochem Soc 2004, 151:A196-A203.
23. Spotnitz R. Simulation of capacity fade in lithium-ion batteries. J Power Sources 2003, 113:72-80.
24. Fuller T.F., Doyle M., Newman J. Simulation and optimization of the dual lithium ion insertion cell. J Electrochem Soc 1994, 141:1-10.
25. Wang J., Liu P., Hicks-Garner J., Sherman E., Soukiazian S., Verbrugge M., et al. Cycle-life model for graphite-LiFePO4 cells. J Power Sources 2011, 196:3942-3948.
26. Safari M., Morcrette M., Teyssot A., Delacourt C. Life-prediction methods for lithium-ion batteries derived from a fatigue approach. J Electrochem Soc 2010, 157:A713-A720.
27. Forgez C., Vinh Do D., Friedrich G., Morcrette M., Delacourt C. Thermal modeling of a cylindrical LiFePO4/graphite lithium-ion battery. J Power Sources 2010, 195:2961-2968.