Optimal operation of independent storage systems in energy and reserve markets with high wind penetration

IEEE Transactions on Smart Grid

Volumn 5, Issue 2, 2014, Pages 1088-1097

  Akhavan Hejazi, Hossein ^a   Mohsenian Rad, Hamed ^a  

^a University of California Riverside   (United States)

Author keywords

Energy and reserve markets; independent storage systems; stochastic optimization; wind power integration

Indexed keywords

CONVEX OPTIMIZATION PROBLEMS; OPTIMAL OPERATION; PRIVATE INVESTMENT; RENEWABLE POWER GENERATION; RESERVE MARKETS; STOCHASTIC OPTIMIZATIONS; STORAGE SYSTEMS; WIND POWER INTEGRATIONS;

COMMERCE; CONVEX OPTIMIZATION; ELECTRIC POWER TRANSMISSION NETWORKS; OPTIMIZATION; PROFITABILITY; STOCHASTIC PROGRAMMING; STOCHASTIC SYSTEMS; WIND POWER;

INVESTMENTS;

EID: 84897594583     PISSN: 19493053     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSG.2013.2273800     Document Type: Article

References (27)

1. E. DeMeo, G. Jordan, C. Kalich, J. King, M. Milligan, C. Murley, B. Oakleaf, and M. Schuerger, "Accommodating wind's natural behavior," IEEE Power Energy Mag., vol. 5, pp. 59-67, Dec. 2007.
2. A. Papavasiliou, S. Oren, and R. O'Neill, "Reserve requirements for wind power integration: A scenario-based stochastic programming framework," IEEE Trans. Power Syst., vol. 26, no. 4, pp. 2197-2206, Nov. 2011.
3. D. Rastler, "Electricity energy storage technology options, a white paper primer on applications, costs, and benefits," Electric Power Research Institute (EPRI), Palo Alto, CA, USA, Tech. Rep. 1020676, 2010.
4. P. Denholm, E. Ela, B. Kirby, and M. Milligan, "The role of energy storage with renewable electricity generation," NREL, Tech. Rep. TP-6A2-47187, Jan. 2010.
5. C. Wu, H. Mohsenian-Rad, and J. Huang, "Vehicle-to-aggregator interaction game," IEEE Trans. Smart Grid, vol. 4, no. 1, pp. 434-442, Mar. 2012.
6. H. Oh, "Optimal planning to include storage devices in power systems," IEEE Trans. Power Syst., vol. 26, no. 3, pp. 1118-1128, Aug. 2011.
7. H.-I. Su and A. E. Gamal, "Modeling and analysis of the role of fastresponse energy storage in the smart grid," in Proc. 49th Annu. Allerton Conf. Commun., Control, Comput., Sep. 2011.
8. R. Jiang, J. Wang, and Y. Guan, "Robust unit commitment with wind power and pumped storage hydro," IEEE Trans. Power Syst., vol. 27, no. 2, pp. 800-810, May 2012.
9. D. Khatod, V. Pant, and J. Sharma, "Optimized daily scheduling of wind-pumped hydro plants for a day-ahead electricity market system," in Proc. Int. Conf. Digit. Object Identifier (ICPS), Dec. 2009.
10. L. Costa, F. Bourry, J. Juban, and G. Kariniotakis, "Management of energy storage coordinated withwind power under electricitymarket conditions," in Proc. Probabilistic Methods Appl. Power Syst. (PMAPS), May 2008.
11. M. Dicorato, G. Forte, M. Pisani, and M. Trovato, "Planning and operating combined wind-storage system in electricity market," IEEE Trans. Sustain. Energy, vol. 3, no. 2, pp. 209-217, Apr. 2012.
12. J. Garcia-Gonzalez, R. de la Muela, L. Santos, and A. Gonzalez, "Stochastic joint optimization of wind generation and pumped-storage units in an electricity market," IEEE Trans. Power Syst., vol. 23, no. 2, pp. 460-468, May 2008. (Pubitemid 351695825)
13. P. Kanakasabapathy and K. Swarup, "Evolutionary tristate pso for strategic bidding of pumped-storage hydroelectric plant," IEEE Trans. Syst., Man, Cybern., vol. 40, no. 4, pp. 460-471, Jul. 2010.
14. F. Figueiredo and P. Flynn, "Using diurnal power price to configure pumped storage," IEEE Trans. Energy Convers., vol. 21, no. 3, pp. 804-809, Sep. 2006. (Pubitemid 46445170)
15. L. Ning, J. Chow, and A. Desrochers, "Pumped-storage hydro-turbine bidding strategies in a competitive electricity market," IEEE Trans. Power Syst., vol. 19, no. 2, pp. 834-841, May 2004.
16. C.-C. Tsai, Y. Cheng, S. Liang, and W.-J. Lee, "The co-optimal bidding strategy of pumped-storage unit in ERCOT energy market," in Proc. North Amer. Power Symp. (NAPS), Oct. 2009.
17. "Manual 11: Energy and Ancillary Services Market Operations," PJM Interconnection, Oct. 2012.
18. H. Akhavan-Hejazi and H. Mohsenian-Rad, "A stochastic programming framework for optimal storage bidding in energy and reservemarkets," in Proc. IEEE ISGT, Washington, DC, USA, Feb. 2013.
19. N. Growe-Kuska, K. C. Kiwiel, M. P. Nowak, W. Romisch, and I. Wegner, "Power management in a hydro-thermal system under uncertainty by Lagrangian relaxation," in Decision Making Under Uncertainty, ser. IMA Volumes in Mathematics and Its Applications. New York: Springer-Verlag, 2002, vol. 128, pp. 39-70.
20. H. Heitsch and W. Rmisch, "Scenario reduction algorithms in stochastic programming," Comput. Optim. Appl, no. 24, pp. 187-206, 2003.
21. J. M. Morales, S. Pineda, A. J. Conejo, and M. Carrion, "Scenario reduction for futures trading in electricity markets," IEEE Trans. Power Syst., vol. 24, no. 2, pp. 878-888, May 2009.
22. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge, U.K.: Cambridge Univ. Press, 2004.
23. Y. Fu and Z. Li, "Different models and properties on LMP calculations," in Proc. IEEE PES Gen. Meet., Montreal, QC, Canada, Jun. 2006.
24. S. S. Oren and R. Sioshansi, "Joint energy and reserves auction with opportunity cost payment for reserves," UC Energy Institute, Berkeley, CA, USA, Tech. Rep., Jul. 2003.
25. P. M. Subcommittee, "Ieee reliability test system," IEEE Trans. Power App. Syst., vol. PAS-98, no. 6, pp. 2047-2054, Nov. 1979.
26. Alternative Energy Institute Wind Test Center Data Base [Online]. Available: http://www.windenergy.org/datasites/
27. Winston Global Energy Limited [Online]. Available: http://en. winstonbattery.com/index.php/products/power-battery