Predictive algorithm for optimizing power flow in hybrid ultracapacitor/battery storage systems for light electric vehicles

IEEE Transactions on Power Electronics

Volumn 28, Issue 8, 2013, Pages 3882-3895

  Laldin, Omar ^a   Moshirvaziri, Mazhar ^b   Trescases, Olivier ^c  

^a PURDUE UNIVERSITY   (United States)

^b Motive   (Canada)

^c UNIVERSITY OF TORONTO   (Canada)

Author keywords

Battery management; Dc dc converters; Digital control; Electric vehicles (EVs); Energy management; Hybrid energy storage; Ultracapacitors (u caps)

Indexed keywords

BATTERY MANAGEMENT; CHARGE CURRENT; DIGITAL CONTROL; DRIVE CYCLES; HYBRID ENERGY STORAGE; HYBRID STORAGES; LITHIUM-ION BATTERY; LOAD DEMAND; MECHANICAL BRAKES; OPTIMAL CONTROLS; POWER FLOWS; POWER SHARING; POWER SYSTEMS OPTIMIZATIONS; PREDICTIVE ALGORITHMS; REAL TIME; REGENERATIVE ENERGY; RESPONSE CHARACTERISTIC; SPECIFIC ENERGY; SPECIFIC POWER; STATE TRAJECTORY; STORAGE SYSTEMS; SYSTEM LOSS; ULTRACAPACITORS; VEHICLE APPLICATIONS;

CAPACITORS; DC-DC CONVERTERS; DIGITAL CONTROL SYSTEMS; ELECTRIC VEHICLES; ENERGY MANAGEMENT; ENERGY STORAGE; FRICTION MATERIALS; LAND VEHICLE PROPULSION; MARKOV PROCESSES; OPTIMIZATION;

ALGORITHMS;

EID: 84872957840     PISSN: 08858993     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPEL.2012.2226474     Document Type: Article

References (27)

1. (2011). 48 v ultracapacitor specifications. Maxwell Technologies Inc. datasheet. [Online]. Available: http://maxwell.interconnectnet.com/ ultracapacitors/datasheets/datasheet/48V/series/1009365.pdf
2. Valence. (2010). U-charge xp lithium iron magnesium phospate battery. Valence Technology datasheet. [Online]. Available: http://www.valence. com/energy-storage/xp-12v-19v-lithium-phosphate-battery-module
3. H. A. Borhan and A. Vahidi, "Model predictive control of a power-split hybrid electric vehicle with combined battery and ultracapacitor energy storage," in Proc. Amer. Control Conf., Jun./Jul. 2010, pp. 5031-5036.
4. J. Cao, B. Cao, Z. Bai, and W. Chen, "Energy-regenerative fuzzy sliding mode controller design for ultracapacitor-battery hybrid power of electric vehicle," in Proc. IEEE Int. Conf. Mechatron. Autom., Aug. 2007, pp. 1570-1575. (Pubitemid 350244869)
5. K. Kawashima, T. Uchida, and Y. Hori, "Development of a novel ultracapacitor electric vehicle and methods to cope with voltage variation," in Proc. IEEE Veh. Power Propuls. Conf., Sep. 2009, pp. 724-729.
6. X. Liu, Q. Zhang, and C. Zhu, "Development of a novel ultracapacitor electric vehicle and methods to cope with voltage variation," in Proc. IEEE Vehicle Propuls. Conf., Sep. 2009, pp. 1395-1398.
7. V. Shah, S. Karndhar, R. Maheshwari, P. Kundu, and H. Desai, "An energy management system for a battery ultracapacitor hybrid electric vehicle," in Proc. Int. Conf. Ind. Inf. Syst., Dec. 2009, pp. 408-413.
8. V. Bolborici, F. Dawson, and K. Lian, "Sizing considerations for ultracapacitors in hybrid energy storage systems," in Proc. IEEE Energy Convers. Congr. Expo., Sep. 2011, pp. 2900-2907.
9. T. Kohler, D. Buecherl, and H. G. Herzog, "Investigation of control strategies for hybrid energy storage systems in hybrid electric vehicles," in Proc. IEEE Veh. Power Propuls. Conf., Sep. 2009, pp. 1687-1693.
10. J. Cao and A. Emadi, "A new battery/ultra-capacitor hybrid energy storage system for electric, hybrid and plug-in hybrid electric vehicles," IEEE Trans. Power Electron., vol. 27, no. 1, pp. 122-132, Jan. 2012.
11. L. Gao, R. Dougal, and S. Liu, "Power enhancement of an actively controlled battery/ultracapacitor hybrid," IEEE Trans. Power Electron., vol. 20, no. 1, pp. 236-243, Jan. 2005. (Pubitemid 40154865)
12. A. Allgre, R. Trigui, and A. Bouscayrol, "Different energy management strategies of hybrid energy storage system (HESS) using batteries and supercapacitors for vehicular applications," in Proc. IEEE Veh. Power Propuls. Conf., Sep. 2010, pp. 1-6.
13. F. Garcia, A. Ferreira, and J. Pomilio, "Control strategy for batteryultracapacitor hybrid energy storage system," in Proc. 24th Annu. IEEE Appl. Power Electron. Conf. Expo., Feb. 2009, pp. 826-832.
14. C. Romaus, J. Bocker, K. Witting, A. Seifried, and O. Znamenshchykov, "Optimal energy management for a hybrid energy storage system combining batteries and double layer capacitors," in Proc. IEEE Energy Convers. Congr. Expo., Sep. 2009, pp. 1640-1647.
15. J. Wong, N. Idris, M. Anwari, and T. Taufik, "A parallel energy-sharing control for fuel cell-battery-ultracapacitor hybrid vehicle," in Proc. IEEE Energy Convers. Congr. Expo., Sep. 2011, pp. 2923-2929.
16. O. Laldin, M. Moshirvaziri, and O. Trescases, "Optimal power flow for hybrid ultracapacitor systems in light electric vehicles," in Proc. IEEE Energy Convers. Congr. Expo., Sep. 2011, pp. 2916-2922.
17. (2011). K2 series ultracapacitor specifications. Maxwell Technologies Inc. datasheet. [Online]. Available: http://www.maxwell.com/products/ ultracapacitors/docs /datasheet-k2-series-1015370.pdf
18. (2011).Nesscap EDLC products.Nesscap Energy Inc. datasheet. [Online]. Available: http://www.nesscap.com/product/edlc-small.jsp
19. K. Yamamoto, E. Hiraki, T. Tanaka, M. Nakaoka, and T. Mishima, "Bidirectional dc-dc converter with full-bridge/push-pull circuit for automobile electric power systems," in Proc. 37th IEEE Power Electron. Special. Conf., Jun. 2006, pp. 1-5.
20. M. Dehaghi, R. Rajaei, and A. Ansari, "A new buck-and-boost ultracapacitor interface circuit for the HEVs," in Proc. 4th IEEE Conf. Ind. Electron. Appl., May 2009, pp. 3382-3387.
21. R. Schupbach and J. Balda, "Comparing dc-dc converters for power management in hybrid electric vehicles," in Proc. IEEE Electr. Mach. Drives Conf., Jun. 2003, vol. 3, pp. 1369-1374.
22. O. Trescases, S. Olough'lin, andW. T. Ng, "Smart motor controller for an E-bike application," IEEE Can. Rev., no. 43, pp. 17-19, spring 2003.
23. O. Tremblay, L. Dessaint, and A. Dekkiche, "A generic battery model for the dynamic simulation of hybrid electric vehicles," in Proc. IEEE Vehicle Power Propuls. Conf., Sep. 2007, pp. 284-289.
24. H. J. Bergveld, W. S. Kruijt, and P. H. L. Notten, Battery Management Systems: Design by Modelling, 3rd ed. Norwell, MA: Kluwer, 2002.
25. R. W. Erickson and D. Maksimovic', Fundamentals of Power Electronics, 2nd ed. Norwell, MA: Kluwer, 2001.
26. W. Eberle, Z. Zhang, Y.-F. Liu, and P. Sen, "A practical switching loss model for buck voltage regulators," IEEE Trans. Power Electron., vol. 24, no. 3, pp. 700-713, Mar. 2009.
27. P. Krause, O. Wasynczuk, and S. D. Sudhoff, Analysis of Electrical Machinery and Drive Systems, IEEE Press Power Engineering Series, 2nd ed. Piscataway, NJ, 2002.