Optimal scheduling and operation of load aggregators with electric energy storage facing price and demand uncertainties

NAPS 2011 - 43rd North American Power Symposium

Volumn , Issue , 2011, Pages

  Xu, Yixing ^a   Xie, Le ^a   Singh, Chanan ^a  

^a TEXAS A AND M UNIVERSITY   (United States)

Author keywords

Electric energy storage; Electricity cost management; Load aggregator; Model Predictive Control; Power market; Price and load uncertainties

Indexed keywords

COMPETITIVE POWER MARKETS; DEMAND UNCERTAINTY; DISTRIBUTED GENERATION TECHNOLOGIES; DISTRIBUTION SYSTEMS; ELECTRICITY COST MANAGEMENT; ELECTRICITY COSTS; ELECTRICITY PRICES; LOAD AGGREGATOR; LOAD FORECAST; LOAD UNCERTAINTY; OPERATION DECISIONS; OPERATION STRATEGY; OPTIMAL OPERATION; OPTIMAL SCHEDULING; POWER MARKETS;

COMMERCE; COSTS; DISTRIBUTED POWER GENERATION; ELECTRIC ENERGY STORAGE; ELECTRICITY; ENERGY RESOURCES; ENERGY STORAGE; FACINGS; MODEL PREDICTIVE CONTROL; OPTIMIZATION; PREDICTIVE CONTROL SYSTEMS; SCHEDULING; WIND POWER;

ELECTRIC LOAD FORECASTING;

EID: 80053647063     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NAPS.2011.6024888     Document Type: Conference Paper

References (14)

1. United States. Dept. of Energy., Wind power in America's future : 20% wind energy by 2030, Dover ed. Mineola, N.Y.: Dover Publications, 2010.
2. L. Sherwood, "US Solar Market Trends 2009," Interstate Renewable Energy Council July 2010.
3. US DOE Electricity Advisory Committee, "Smart Grid: Enabler of the New Energy Economy," December 2008.
4. US DOE Electricity Advisory Committee, "Bottling Electricity: Storage as a Strategic Tool for Managing Variability and Capacity Concerns in the Modern Grid," December 2008.
5. J. Eyer and G. Corey, "Energy Storage for the Electricity Grid: Benefits and Market Potential Assessment Guide", February 2010.
6. B. Daryanian, R. E. Bohn, and R. D. Tabors, "Optimal Demand-Side Response to Electricity Spot Prices for Storage-Type Customers", Power Engineering Review, IEEE, vol. 9, no. 8, pp. 36-36, 1989.
7. B. Daryanian, R. E. Bohn, and R. D. Tabors, "An experiment in real time pricing for control of electric thermal storage systems", Power Systems, IEEE Transactions on, vol. 6, no. 4, pp. 1356-1365, 1991.
8. J.-Y. Joo and M. D. Ilic, "A multi-layered adaptive load management (ALM) system: Information exchange between market participants for efficient and reliable energy use", in the proceedings of the Transmission and Distribution Conference and Exposition, 2010 IEEE PES. 2010, pp. 1-7.
9. M. Korpas and A. T. Holen, "Operation planning of hydrogen storage connected to wind power operating in a power market", Energy Conversion, IEEE Transactions on, vol. 21, no. 3, pp. 742-749, 2006. (Pubitemid 46445163)
10. L. Xie and M. D. Ilic, "Model predictive economic/environmental dispatch of power systems with intermittent resources", in the proceedings of the Power & Energy Society General Meeting, 2009. PES '09. IEEE. 2009, pp. 1-6.
11. Y. Gu and L. Xie, "Look-ahead coordination of wind energy and electric vehicles: A market-based approach", in the proceedings of the North American Power Symposium (NAPS), 2010. 2010, pp. 1-8.
12. Y. Xu, L. Xie, and C. Singh, "Optimal scheduling and operation of load aggregator with electric energy storage in power markets", in the proceedings of the North American Power Symposium (NAPS), 2010. 2010, pp. 1-7.
13. G. Gross and F. D. Galiana, "Short-term load forecasting", Proceedings of the IEEE, vol. 75, no. 12, pp. 1558-1573, 1987.
14. N. Amjady and F. Keynia, "Day-Ahead Price Forecasting of Electricity Markets by Mutual Information Technique and Cascaded Neuro- Evolutionary Algorithm", Power Systems, IEEE Transactions on, vol. 24, no. 1, pp. 306-318, 2009.