Two-stage charging strategy for plug-in electric vehicles at the residential transformer level

IEEE Transactions on Smart Grid

Volumn 4, Issue 3, 2013, Pages 1442-1452

  Geng, Bo ^a   Mills, James K ^b   Sun, Dong ^a  

^a CITY UNIVERSITY OF HONG KONG   (Hong Kong)

^b UNIVERSITY OF TORONTO   (Canada)

Author keywords

fuzzy logic control; Plug in electric vehicle; Pontryagin's minimum principle; smart grid; vehicle charging control; vehicle to grid

Indexed keywords

FUZZY LOGIC CONTROL; PLUG-IN ELECTRIC VEHICLES; PONTRYAGIN'S MINIMUM PRINCIPLES; SMART GRID; VEHICLE CHARGING; VEHICLE TO GRIDS;

ELECTRIC VEHICLES; HOUSING;

CHARGING (BATTERIES);

EID: 84883268968     PISSN: 19493053     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSG.2013.2246198     Document Type: Article

References (35)

1. C. C. Chan, "The state of the art of electric, hybrid, and fuel cell vehicles," Proc. IEEE, vol. 95, no. 4, pp. 704-718, Apr. 2007.
2. B. Geng, J. K. Mills, and D. Sun, "Two-stage energy management control of fuel cell plug-in hybrid electric vehicles considering fuel cell longevity," IEEE Trans. Veh. Technol., vol. 61, no. 2, pp. 498-508, Feb. 2012.
3. S. Shao, M. Pipattanasomporn, and S. Rahman, "Challenges of PHEV penetration to the residential distribution network," in IEEE Power Energy Soc. Gen. Meet., 2009, pp. 1-8.
4. H. Turker, S. Bacha, D. Chatroux, and A. Hably, "Low-voltage transformer loss-of-life assessments for a high penetration of plug-in hybrid electric vehicles (PHEVs)," IEEE Trans. Power Del., vol. 27, no. 3, pp. 1323-1331, Jul. 2012.
5. Q. Gong, S. Midlam-Mohler, V. Marano, and G. Rizzoni, "Study of PEV charging on residential distribution transformer life," IEEE Trans. Smart Grid, vol. 3, no. 1, pp. 404-412, Mar. 2011.
6. G.W. Arnold, "Challenges and opportunities in smart grid: A position article," Proc. IEEE, vol. 99, no. 6, pp. 922-927, Jun. 2011.
7. W. Kempton and J. Tomi?, "Vehicle-to-grid power fundamentals: Calculating capacity and net revenue," J. Power Sources, vol. 144, pp. 268-279, 2005.
8. K. Clement-Nyns, E. Haesen, and J. Driesen, "The impact of charging plug-in hybrid electric vehicles on a residential distribution grid," IEEE Trans. Power Syst., vol. 25, no. 1, pp. 371-380, Feb. 2010.
9. S. Deilami, A. S. Masoum, P. S.Moses, and M. A. S. Masoum, "Realtime coordination of plug-in electric vehicle charging in smart grids to minimize power losses and improve voltage profile," IEEE Trans. Smart Grid, vol. 2, no. 3, pp. 456-467, Sep. 2011.
10. P. Richardson, D. Flynn, and A. Keane, "Optimal charging of electric vehicles in low-voltage distribution systems," IEEE Trans. Power Syst., vol. 27, no. 1, pp. 268-279, Feb. 2011.
11. E. Sortomme, M. M. Hindi, S. D. J. MacPherson, and S. S. Venkata, "Coordinated charging of plug-in hybrid electric vehicles to minimize distribution system losses," IEEE Trans. Smart Grid, vol. 2, no. 1, pp. 198-205, Mar. 2011.
12. H. Sekyung,H. Soohee, andK. Sezaki, "Development of an optimal vehicle- to-grid aggregator for frequency regulation," IEEE Trans. Smart Grid, vol. 1, no. 1, pp. 65-72, Jun. 2010.
13. E. Sortomme and M. A. El-Sharkawi, "Optimal charging strategies for unidirectional vehicle-to-grid," IEEE Trans. Smart Grid, vol. 2, no. 1, pp. 131-138, Mar. 2011.
14. K. Clement-Nyns, E. Haesen, and J. Driesen, "The impact of vehicle- to-grid on the distribution grid," Electron. Power Syst. Res., vol. 81, pp. 185-192, 2011.
15. S. Shao, M. Pipattanasomporn, and S. Rahman, "Demand response as a load shaping tool in an intelligent grid with electric vehicles," IEEE Trans. Smart Grid, vol. 2, no. 4, pp. 624-631, Dec. 2011.
16. Q. Gong, S. Midlam-Mohler, V. Marano, and G. Rizzoni, "Optimal control of PEV charging based on residential base load prediction," in Proc. ASME Dyn. Syst. Contr. Conf., 2011, pp. 727-734.
17. W. Su and M.-Y. Chow, "Performance evaluation of an EDA-based large-scale plug-in hybrid electric vehicle charging algorithm," IEEE Trans. Smart Grid, vol. 3, no. 1, pp. 308-315, Mar. 2012.
18. W. Su and M.-Y. Chow, "Computational intelligence-based energy management for a large-scale PHEV/PEV enabled municipal parking deck," Appl. Energy, vol. 96, pp. 171-182, 2012.
19. D. E. Kirk, Optimal Control Theory: An Introduction. Englewood Cliffs, NJ, USA: Prentice-Hall, 1970.
20. S. Shao, T. Zhang, M. Pipattanasomporn, and S. Rahman, "Impact of TOU rates on distribution load shapes in a smart grid with PHEV penetration," in Proc. IEEE PES Transm. Distrib. Conf. Expo., 2010, pp. 1-6.
21. C. Guille and G. Gross, "A conceptual framework for the vehicle-togrid (V2G) implementation," Energy Policy, vol. 37, pp. 4379-4390, 2009.
22. H. S. Hippert, C. E. Pedreira, and R. C. Souza, "Neural networks for short-term load forecasting: A review and evaluation," IEEE Trans. Power Syst., vol. 16, no. 11, pp. 44-55, Nov. 2001. (Pubitemid 32297468)
23. E. E. Elattar, J. Goulermas, and Q. H. Wu, "Electric load forecasting based on locally weighted support vector regression," IEEE Trans. Syst. Man Cybern. C. Appl. Rev., vol. 40, pp. 438-447, 2010.
24. L. Jian, H. Xue, G. Xu, X. Zhu, D. Zhao, and Z. Shao, "Regulated charging of plug-in hybrid electric vehicles for minimizing load variance in household smart micro-grid," IEEE Trans. Ind. Electron., 2012, DOI: 10.1109/TIE.2012.2198037.
25. B. Geng, J. K. Mills, and D. Sun, "Coordinated charging control of plug-in electric vehicles at a distribution transformer level using the vTOU-DP approach," in IEEE Veh. Power Propuls. Conf., 2012, pp. 1469-1474.
26. C. C. Lin, H. Peng, J.W. Grizzle, and J. M. Kang, "Power management strategy for a parallel hybrid electric truck," IEEE Trans. Contr. Syst. Technol., vol. 11, no. 6, pp. 839-849, Nov. 2003.
27. H. Borhan, A. Vahidi, A.M. Phillips, M. L. Kuang, I. V. Kolmanovsky, and S. Di Cairano, "MPC-based energy management of a power-split hybrid electric vehicle," IEEE Trans. Contr. Syst. Technol., vol. 20, no. 3, pp. 593-603, May 2012.
28. B. Geng, J. K. Mills, and D. Sun, "Energy management control of microturbine-powered plug-in hybrid electric vehicles using the telemetry equivalent consumption minimization strategy," IEEE Trans. Veh. Technol., vol. 60, no. 9, pp. 4238-4248, Nov. 2011.
29. C. Zhang and A. Vahidi, "Route preview in energy management of plug-in hybrid vehicles," IEEE Trans. Contr. Syst. Technol., vol. 20, no. 2, pp. 546-553, Mar. 2012.
30. N. Kim and A. Rousseau, "Sufficient conditions of optimal control based on Pontryagin?s minimum principle for use in hybrid electric vehicles," Proc. Inst. Mech. Eng. D: J. Automob. Eng., vol. 226, no. 9, pp. 1160-1170, Sep. 2012.
31. F. A. Amoroso and G. Cappuccino, "Advantages of efficiency-aware smart charging strategies for PEVs," Energy Convers. Manag., vol. 54, pp. 1-6, 2012.
32. Z. Darabi andM. Ferdowsi, "Aggregated impact of plug-in hybrid electric vehicles on electricity demand profile," IEEE Trans. Sustain. Energy, vol. 2, no. 4, pp. 501-508, Oct. 2011.
33. Y. Cao, S. Tang, C. Li, P. Zhang, Y. Tan, Z. Zhang, and J. Li, "An optimized EV charging model considering TOU price and SOC curve," IEEE Trans. Smart Grid, vol. 3, no. 1, pp. 388-393, Mar. 2011.
34. C. T. Li, C. Ahn, H. Peng, and J. Sun, "Decentralized charging of plug-in electric vehicles," in Proc. ASMEDyn. Syst. Contr. Conf., 2011, pp. 247-254.
35. C. D. White and K. M. Zhang, "Using vehicle-to-grid technology for frequency regulation and peak-load reduction," J. Power Sources, vol. 196, pp. 3972-3980, 2011.