Reserve requirements for wind power integration: A scenario-based stochastic programming framework

IEEE Transactions on Power Systems

Volumn 26, Issue 4, 2011, Pages 2197-2206

  Papavasiliou, Anthony ^a   Oren, Shmuel S ^a   O'Neill, Richard P ^b  

^a DEPARTMENT OF INDUSTRIAL ENGINEERING AND OPERATIONS RESEARCH   (United States)

^b FEDERAL ENERGY REGULATORY COMMISSION   (United States)

Author keywords

Reserve requirements; stochastic unit commitment; wind power integration

Indexed keywords

CALIFORNIA; DUAL DECOMPOSITION; RESERVE REQUIREMENTS; SCENARIO GENERATION; TWO-STAGE STOCHASTIC PROGRAMMING; UNIT COMMITMENTS; WIND POWER INTEGRATION; WIND POWER INTEGRATIONS;

COMPUTER PROGRAMMING; ELECTRIC POWER GENERATION; STOCHASTIC PROGRAMMING; STOCHASTIC SYSTEMS; WIND POWER;

STOCHASTIC MODELS;

EID: 80054900192     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2011.2121095     Document Type: Article

References (31)

1. C. Loutan and D. Hawkins, Integration of Renewable Resources: Transmission and Operating Issues and Recommendations for Integrating Renewable Resources on the California ISO-Controlled Grid, California Independent System Operator, Nov. 2007, Tech. Rep.
2. R. Gross, P. Heptonstall, D. Anderson, T. Green, M. Leach, and J. Skea, The Cost and Impacts of Intermittency: An Assessment on the Evidence on the Costs and Impacts of Intermittent Generation on the British Electricity Network, UK Energy Research Center, Mar. 2006, Tech. Rep.
3. R. Zavadil, 2006 Minnesota Wind Integration Study, Enernex Corp., Nov. 30, 2006, vol. I, Tech. Rep.
4. R. Sioshansi and W. Short, "Evaluating the impacts of real time pricing on the usage of wind power generation", IEEE Trans. Power Syst., vol. 24, no. 2, pp. 516-524, May 2009.
5. P. A. Ruiz, C. R. Philbrick, and P. W. Sauer, "Wind power day-ahead uncertainty management through stochastic UC policies", in Proc. Power Systems Conf. Expo., Mar. 2009, pp. 1-9.
6. T. Mount, L. Anderson, J. Cardell, A. Lamadrid, S. Maneevitjit, B. Thomas, and R. Zimmerman, The Economic Implications of Adding Wind Capacity to a Bulk Power Transmission Network Applied Economics and Management, Ithaca, NY, Cornell Univ., 2008, Tech. Rep.
7. F. Bouffard and F. D. Galiana, "Stochastic security for operations planning with significant wind power generation", IEEE Trans. Power Syst., vol. 23, no. 2, pp. 306-316, May 2008. (Pubitemid 351695808)
8. J. M. Morales, A. J. Conejo, and J. Perez-Ruiz, "Economic valuation of reserves in power systems with high penetration of wind power", IEEE Trans. Power Syst., vol. 24, no. 2, pp. 900-910, May 2009.
9. P. A. Ruiz, C. R. Philbrick, E. Zack, K. W. Cheung, and P. W. Sauer, "Uncertainty management in the unit commitment problem", IEEE Trans. Power Syst., vol. 24, no. 2, pp. 642-651, May 2009.
10. P. A. Ruiz, C. R. Phillbrick, and P. W. Sauer, "Modeling approaches for computational cost reduction in stochastic unit commitment formulations", IEEE Trans. Power Syst., vol. 25, no. 1, pp. 588-589, Feb. 2010.
11. F. Bouffard, F. D. Galiana, and A. J. Conejo, "Market-clearing with stochastic security: Part I-Formulation", IEEE Trans. Power Syst., vol. 20, no. 4, pp. 1818-1826, Nov. 2005. (Pubitemid 41700534)
12. S. Takriti, J. R. Birge, and E. Long, "A stochastic model for the unit commitment problem", IEEE Trans. Power Syst., vol. 11, no. 3, pp. 1497-1508, Aug. 1996. (Pubitemid 126781305)
13. R. T. Rockafellar and R. J.-B. Wets, "Scenarios and policy aggregation in optimization under uncertainty", Math. Oper. Res., vol. 16, no. 1, pp. 119-147, 1991.
14. P. Carpentier, G. Cohen, J.-C. Culioli, and A. Renaud, "Stochastic optimization of unit commitment: A new decomposition framework", IEEE Trans. Power Syst., vol. 11, no. 2, pp. 1067-1073, May 1996. (Pubitemid 126781257)
15. T. Shiina and J. R. Birge, "Stochastic unit commitment problem", Int. Trans. Oper. Res., vol. 11, no. 95, pp. 19-32, 2004. (Pubitemid 37514708)
16. J. Zhang, J. D. Fuller, and S. Elhedhli, "A stochastic programming model for a day-ahead electricity market with real-time reserve shortage pricing", IEEE Trans. Power Syst., vol. 25, no. 2, pp. 703-713, May 2010.
17. 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, ser. IMA Volumes in Mathematics and Its Applications. New York: Springer-Verlag, 2002, vol. 128, pp. 39-70.
18. J. Dupacova, N. Growe-Kuska, and W. Römisch, "Scenario reduction in stochastic programming: An approach using probability metrics", Math Program., no. 95, pp. 493-511, 2003. (Pubitemid 44769765)
19. H. Heitsch and W. Römisch, "Scenario reduction algorithms in stochastic programming", Comput. Optimiz. Appl., no. 24, pp. 187-206, 2003.
20. 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.
21. N.-P. Yu, C.-C. Liu, and J. Price, "Evaluation of market rules using a multi-agent system method", IEEE Trans. Power Syst., vol. 25, no. 1, pp. 470-479, Feb. 2010.
22. Western Wind and Solar Integration Study, National Renewable Energy Lab., May 2010, Tech. Rep.
23. R. P. O'Neill, K. W. Hedman, E. A. Krall, A. Papavasiliou, and S. S. Oren, "Economic analysis of the N-1 reliable unit commitment and transmission switching problem using duality concepts", Energy Syst., vol. 1, pp. 165-195, Jan. 2010.
24. J. L. Torres, A. Garcia, M. D. Blas, and A. D. Francisco, "Time series models to simulate and forecast wind speed and wind power", J. Climate Appl. Meteorol., vol. 23, pp. 1184-1195, Aug. 1984.
25. J. L. Torres, A. Garcia, M. D. Blas, and A. D. Francisco, "Forecast of hourly wind speed with ARMA models in Navarre (Spain)", Solar Energy, vol. 79, no. 1, pp. 65-77, Jul. 2005.
26. J. M. Morales, R. Minguez, and A. J. Conejo, "A methodology to generate statistically dependent wind speed scenarios", Appl. Energy, vol. 87, pp. 843-855, 2010.
27. D. Callaway, "Sequential reliability forecasting for wind energy: Temperature dependence and probability distributions", IEEE Trans. Energy Convers., vol. 25, no. 2, pp. 577-585, Jun. 2010.
28. A. C. Harvey, Time Series Models. Cambridge, MA: MIT Press, 1993.
29. The California ISO controlled grid generation queue as of January 8, 2010. [Online]. Available: http://www.caiso.com/14e9/14e9ddda1ebf0.pdf.
30. M. L. Fisher, "An applications oriented guide to Lagrangian relaxation", Interfaces, vol. 15, no. 2, pp. 10-21, 1985.
31. W. Held and P. Wolfe, "Validation of subgradient optimization", Math. Program., vol. 6, no. 1, pp. 62-68, Dec. 1974.