Decentralized charging control for large populations of plug-in electric vehicles: Application of the Nash certainty equivalence principle

Proceedings of the IEEE International Conference on Control Applications

Volumn , Issue , 2010, Pages 191-195

  Ma, Zhongjing ^a   Callaway, Duncan ^b   Hiskens, Ian ^a  

^a UNIVERSITY OF MICHIGAN   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

'Valley fill' charging control; Decentralized control; Nash certainty equivalence (NCE) principle; Plug in electric vehicles (PEVs)

Indexed keywords

CERTAINTY EQUIVALENCE; CHARGING CONTROL; CONTROL SCHEMES; LARGE POPULATION; MEAN-FIELD; NASH CERTAINTY EQUIVALENCE (NCE) PRINCIPLE; NUMERICAL EXAMPLE; OPTIMALITY; PLUG-INS;

ALGORITHMS; AUTOMOBILES; COMPUTATIONAL COMPLEXITY; ELECTRIC VEHICLES; LANDFORMS;

DECENTRALIZED CONTROL;

EID: 78649412994     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCA.2010.5611184     Document Type: Conference Paper

References (13)

1. P. Denholm and W. Short, "An evaluation of utility system impacts and benefits of optimally dispatched plug-in hybrid electric vehicles, " National Renewable Energy Labortary, Technical Report NREL/TP-620-40293, October 2006.
2. S. Rahman and G. Shrestha, "An investigation into the impact of electric vehicle load on the electric utility distribution system, " IEEE Transactions on Power Delivery, vol. 8, no. 2, pp. 591-597, 1993.
3. F. Koyanagi and Y. Uriu, "Modeling power consumption by electric vehicles and its impact on power demand, " Electrical Engineering in Japan, vol. 120, no. 4, pp. 40-47, 1997.
4. F. Koyanagi, T. Inuzuka, Y. Uriu, and R. Yokoyama, "Monte Carlo simulation on the demand impact by quick chargers for electric vehicles, " in Proceedings of the IEEE Power Engineering Society Summer Meeting, vol. 2, 18-22 July 1999, pp. 1031-1036.
5. Z. Ma and D. Callaway, "Centralized optimal charging of large population plug-in electric vehicles, " Technical Report, June 2010.
6. M. Huang, P. Caines, and R. Malhamé, "Individual and mass behaviour in large population stochastic wireless power control problems: centralized and nash equilibrium solutions, " in 42th IEEE Int. Conf. Decision and Control, Maui, Hawaii, December 2003, pp. 98-103.
7. M. Huang, P. Caines, and R. Malhamé, "Large-population cost-coupled LQG problems with nonuniform agents: individual-mass behaviour and decentralized epsilonnash equilibria, " IEEE Transactions on Automatic Control, vol. 52, no. 9, pp. 1560-1571, 2007.
8. J.-M. Lasry and P.-L. Lions, "Jeux à champ moyen. I - le cas stationnaire, " C. R. Acad. Sci. Paris, Ser. I, vol. 343, pp. 619-625, 2006.
9. J.-M. Lasry and P.-L. Lions, "Mean field games, " Japan. J. Math., no. 2, pp. 229-260, 2007.
10. G. Weintraub, C. Benkard, and B. V. Roy, "Markov perfect industry dynamics with many firm, " Econometrica, vol. 76, no. 6, pp. 1375-1411, November 2008.
11. M. Huang, R. Malhamé, and P. Caines, "Nash certainty equivalence in large population stochastic dynamic games: connections with the physics of interacting particle systems, " in 45th IEEE Int. Conf. Decision and Control, San Diego, CA, December 2006, pp. 4921-4926.
12. Z. Ma, D. Callaway, and I. Hiskens, "Decentralized charging control for large population plug-in electric vehicles: Nash certainty equivalence principle, " Technical Report, June 2010.
13. E. Camacho and C. Bordons, Model Predictive Control, 2nd ed. Berlin: Springer, 2004.