Stochastic co-optimization of charging and frequency regulation by electric vehicles

2012 North American Power Symposium, NAPS 2012

Volumn , Issue , 2012, Pages

  Donadee, Jonathan ^a   Ilić, Marija ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Approximation algorithms; dynamic programming; electric vehicles; frequency regulation; integer linear programming; smart grid; stochastic optimization; vehicle to grid (V2G)

Indexed keywords

FREQUENCY REGULATIONS; INTEGER LINEAR PROGRAMMING; SMART GRID; STOCHASTIC OPTIMIZATIONS; VEHICLE TO GRIDS;

APPROXIMATION ALGORITHMS; COMMERCE; COSTS; DYNAMIC PROGRAMMING; ELECTRIC VEHICLES; INTEGER PROGRAMMING; MATHEMATICAL MODELS; OPTIMIZATION; PIECEWISE LINEAR TECHNIQUES; STOCHASTIC SYSTEMS;

SMART POWER GRIDS;

EID: 84870496894     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NAPS.2012.6336373     Document Type: Conference Paper

References (20)

1. R.A. Walling, L.A. Freeman, and W.P. Lasher, "Regulation requirements with high wind generation penetration in the ERCOT market," Power Systems Conference and Exposition, 2009. PSCE '09. IEEE/PES, pp.1-7.
2. J.W. Ingleson and E. Allen, "Tracking the Eastern Interconnection frequency governing characteristic," Power and Energy Society General Meeting, 2010 IEEE, pp. 1-6.
3. F. Tuffner and M. Kintner-Meyer, "Using Electric Vehicles to Meet Balancing Requirements Associated with Wind Power," Pacific Northwest National Laboratory, Richland Washington, Tech. Rep. PNNL-20501, Jul. 2011.
4. W. Kempton and J. Tomić, "Vehicle-to-grid power fundamentals: Calculating capacity and net re enue," Journal of Power Sources, vol. 144, Issue 1, pp. 268-279, June 2005.
5. W. Kempton and J. Tomić, "Vehicle-to-grid power implementation: From stabilizing the grid to supporting large-scale renewable energy," Journal of Power Sources, vol. 144, Issue 1, pp. 280-294, June 2005.
6. A. Brooks, "Vehicle-to-Grid Demonstration Project: Grid Regulation Ancillary Service with a Battery Electric Vehicle,"AC Propulsion, Inc.; Sponsored by California Air Resources Board Contract 01-313, Dec. 2002.
7. N. Rotering and M. Ilic, "Optimal charge control of plug-in hybrid electric ehicles in deregulated electricity markets," IEEE Trans. Power Syst., vol. 26, no. 3, pp. 1021-1029, Aug. 2011.
8. S. Han and K. Sezaki, "De elopment of an optimal ehicle-to-grid aggregator for frequency regulation," IEEE Trans. Smart Grid, vol. 1, no.1, pp. 65-72, Jun. 2010.
9. E. Sortomme and M. A. El-Sharkawi, "Optimal charging strategies for unidirectional vehicle-to-grid," IEEE Trans. Smart Grid, ol. 2, no. 1, pp. 131-138, 2011.
10. E. Sortomme and M.A. El-Sharkawi, "Optimal scheduling of vehicle-to-Grid energy and ancillary services," Smart Grid, IEEE Transactions on , vol.3, no.1, pp.351-359, March 2012.
11. J.M. Foster and M.C. Caramanis, "Energy reserves and clearing in stochastic power markets: The case of plug-in-hybrid electric vehicle battery charging," Decision and Control (CDC), 2010 49th IEEE Conference on , pp.1037-1044, Dec. 2010.
12. Demand Side Response in the Ancillary Service Markets, version 3, PJM State & Member Training Dept. . Feb. 2012. http://www.pjm.com .
13. RTO Regulation Signal, PJM ISO, Posted 8/3/2011. http://www.pjm.com/ markets-and-operations/ancillary-services/mkt-based-regulation.aspx .
14. S. B. Peterson, J. Apt, and J. F. Whitacre, "Lithium-ion battery cell degradation resulting from realistic vehicle and vehicle-to-grid utilization," J. Power Sources, vol. 195, no. 8, pp. 2385-2392, 2010.
15. M. V. F. Pereira, "Optimal stochastic operations scheduling of large hydroelectric systems," International J. of Electrical Power & Energy Systems, vol. 11, no. 3, pp. 161-169, July 1989.
16. H. P. Williams, "Duality in mathematics and linear and integer programming," J. of Optimization Theory and Applications, vol. 99, no. 2, pp. 257-278, Aug. 1996.
17. B. Dias, A. Marcato, R. Souza, M. Soares, I. Silva, E. de Oliveira, R. Brandi, and T. Ramos, "Stochastic dynamic programming applied to hydrothermal power systems operation planning based on the convex hull algorithm," Mathematical Problems in Engineering, vol. 2010, pp. 111-131, 2010.
18. A.M. Andrew, "Another efficient algorithm for convex hulls in two dimensions", Information Processing Letters, vol. 9, Issue 5, pp. 216-219. Dec. 1979.
19. C.B. Barber, D.P. Dobkin, and H.T. Huhdanpaa, "The Quickhull algorithm for convex hulls," ACM Trans. on Mathematical Software, vol. 22, issue 4, pp. 469-483, Dec 1996, http://www.qhull.org.
20. G. Infanger, "Dynamic asset allocation strategies using a stochastic dynamic programming approach," in Handbook of Asset and Liability Management, vol. 1, S.A. Zenios and W.T. Ziemba, Eds. Elsevier, 2006, pp. 199-251.