Optimal autonomous charging of electric vehicles with stochastic driver behavior

2014 IEEE Vehicle Power and Propulsion Conference, VPPC 2014

Volumn , Issue , 2014, Pages

  Donadee, Jonathan ^a   Ilić, Marija ^a   Karabasoglu, Orkun ^b,c  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b SUN YAT SEN UNIVERSITY   (China)

^c SYSU CMU Shunde International Joint Research Institute   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CHARGING (BATTERIES); PLUG-IN ELECTRIC VEHICLES; PLUG-IN HYBRID VEHICLES; RANDOM PROCESSES; STOCHASTIC MODELS; STOCHASTIC SYSTEMS;

DRIVER'S BEHAVIOR; ELECTRIC ENERGIES; ENERGY; INFINITE HORIZON AVERAGE COSTS; MARKOV DECISION PROBLEM; PLUG-IN HYBRID ELECTRIC VEHICLE; PLUG-INS; PROBLEM FORMULATION; STOCHASTIC-MODELING; STOCHASTICS;

COSTS;

EID: 84934300331     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/VPPC.2014.7007115     Document Type: Conference Paper

References (15)

1. Z. Ma, D. S. Callaway, and I. A. Hiskens, "Decentralized charging control of large populations of plug-in electric vehicles," Control Systems Technology, IEEE Transactions on, vol. 21, no. 1, pp. 67-78, 2013.
2. L. Gan, U. Topcu, and S. Low, "Optimal decentralized protocol for electric vehicle charging," in Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on. IEEE, 2011, pp. 5798-5804.
3. E. Sortomme and M. A. El-Sharkawi, "Optimal charging strategies for unidirectional vehicle-to-grid," Smart Grid, IEEE Transactions on, vol. 2, no. 1, pp. 131-138, 2011.
4. M. G. Vayá and G. Andersson, "Smart charging of plug-in vehicles under driving behaviour uncertainty," in 12th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), 2012, pp. 10-14.
5. N. Rotering and M. Ilic, "Optimal charge control of plug-in hybrid electric vehicles in deregulated electricity markets," Power Systems, IEEE Transactions on, vol. 26, no. 3, pp. 1021-1029, 2011.
6. J. Donadee and M. Ilic, "Stochastic optimization of grid to vehicle frequency regulation capacity bids," Smart Grid, IEEE Transactions on, vol. 5, no. 2, pp. 1061-1069, March 2014.
7. J. Liu and H. Peng, "Modeling and control of a power-split hybrid vehicle," Control Systems Technology, IEEE Transactions on, vol. 16, no. 6, pp. 1242-1251, Nov 2008.
8. J. Donadee, "Optimal operation of energy storage for arbitrage and ancillary service capacity: The infinite horizon approach," in North American Power Symposium (NAPS), 2013, Sept 2013, pp. 1-6.
9. M. L. Puterman, Markov decision processes: discrete stochastic dynamic programming. John Wiley & Sons, 2009.
10. PJM ISO, "PJM markets and operations. " [Online]. Available: http://www. pjm. com/markets-and-operations
11. A. W. Bowman and A. Azzalini, Applied Smoothing Techniques for Data Analysis. Oxford University Press, 1997.
12. D. Ruppert, Statistics and data analysis for financial engineering. Springer, 2010.
13. Automotive Energy Supply Corporation, "AESC high energy battery pack. " [Online]. Available: http://www. eco-aesc-lb. com/en/product/
14. The MathWorks, Inc, "Simpowersystems battery help. " [Online]. Available: http://www. mathworks. com/help/physmod/sps/powersys/ref/battery. html
15. O. Karabasoglu and J. Michalek, "Influence of driving patterns on life cycle cost and emissions of hybrid and plug-in electric vehicle powertrains," Energy Policy, vol. 60, pp. 445-461, 2013.