Stochastic security for operations planning with significant wind power generation

IEEE Transactions on Power Systems

Volumn 23, Issue 2, 2008, Pages 306-316

  Bouffard, François ^a   Galiana, Francisco D ^b  

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

^b MCGILL UNIVERSITY   (Canada)

Author keywords

Electricity markets; Expected load not served; Level of penetration; Reserve; Stochastic securitty; Uncertainty; Unit commitment; Wind power generation

Indexed keywords

ELECTRIC POWER SYSTEMS; OPERATIONS RESEARCH; RANDOM PROCESSES; WIND POWER;

ELECTRICITY MARKETS; LEVEL OF PENETRATION; STOCHASTIC SECURITY; UNIT COMMITMENT; WIND POWER GENERATION;

ELECTRIC POWER GENERATION;

EID: 43849089442     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2008.919318     Document Type: Article

References (38)

1. "Energy white paper: Our energy future - creating a low carbon economy," Department of Trade and Industry. London, U.K., Feb. 2003. [Online]. Available: Http://www.dti.gov.uk/files/file10719.pdf.
2. Congress of the United States of America, "Energy policy act of 2005,". Washington, DC, Jan. 2005. [Online]. Available: Http:// frwebgate.access.gpo.gov/cgi-bin/ getdoc.cgi?db-name=109_cong_bills&=f:h6enr.txt.pdf.
3. Government of Canada, "Moving forward on climate change: A plan or honouring our Kyoto commitment,". Ottawa, ON, 2005. [Online]. Available: Http://www.climatechange.gc.ca/kyoto_commitments/report_e.pdf.
4. Wind projects in the U.S. American Wind Energy Association (Apr. 2006). [Online]. Available: Http://www.awea.org/projects/index.html.
5. Canadian Wind Energy Association, "Canadian wind farms," June 2006. [Online]. Available: Http://www.canwea.ca/en/CanadianWind-Farms.html.
6. G. M. Masters, Renewable and Efficient Electric Power Systems. New York: Wiley Interscience, 2004.
7. F. D. Galiana, F. Bouffard, J. M. Arroyo, and J. F. Restrepo, "Scheduling and pricing of coupled energy and primary, secondary and tertiary reserves," Proc. IEEE, vol. 93, no. 11, pp. 1970-1983, Nov. 2005.
8. G. Dany, "Power reserve in interconnected systems with high wind power production," in Proc. IEEE Power Tech., Porto, Portugal, 2001.
9. E. Hirst, "Integrating wind output with bulk power operations and wholesale electricity markets," Wind Energy, vol. 5, no. 1, pp. 19-36, Jan./Mar. 2002.
10. G. Strbac, and ILEX Energy Consulting, Quantifying the System Costs of Additional Renewables in 2020, Department of Trade and Industry, London, U.K., Tech. Rep., Oct. 2002. [Online]. Available: Http://www.dti.gov.uk/ files/file21352.pdf.
11. B. Parsons, M. Milligan, B. Zavadil, D. Brooks, B. Kirby, K. Dragoon, and J. Caldwell, "Grid impact of wind power: A summary of recent studies in the united states," Wind Energy, vol. 7, no. 2, pp. 87-108, Apr./Jun. 2004.
12. H. Holttinen, "Impact of hourly wind power variations on the system operation in the Nordic countries," Wind Energy, vol. 8, no. 2, pp. 197-218, Apr./Jun. 2005.
13. A. Fabbri, T. G. San Román, J. R. Abbad, and V. H. Méndez Quezada, "Assessment of the cost associated with wind generation prediction errors in a liberalized electricity market," IEEE Trans. Power Syst. vol. 20, no. 3, pp. 1440-1446, Aug. 2005.
14. H. A. Gil, G. Joós, J.-C. Deslauriers, and L. Dignard-Bailey, Integration of Wind Generation With Power Systems in Canada: Overview of Technical and Economic Impacts, CANMET Energy Technology Centre - Varennes, Natural Resources Canada, , Varennes, QC, Tech. Rep. CETC 2006-016, Feb. 2006. [Online]. Available: Http:// cetc-varennes.nrcan.gc.ca/fichier.php/codectec/En/2006-016/2006-016.pdf.
15. S. T. Lee and Z. A. Yamayee, "Load-following and spinning-reserve penalties for intermittent generation," IEEE Trans. Power App. Syst. vol. PAS-100, no. 3, pp. 1203-1211, Mar. 1981.
16. R. A. Schlueter, G. L. Park, M. Lotfalian, H. Shayanfar, and J. Dorsey, "Modification of power system operation for significant wind generation penetration," IEEE Trans. Power App. Syst., vol. PAS-102, no. 1, pp. 153-161, Jan. 1983.
17. S. M. Chan, D. C. Powell, M. Yoshimura, and D. H. Curtice, "Operations requirements of utilities with wind power generation," IEEE Trans. Power App. Syst., vol. PAS-102, no. 9, pp. 2850-2860, Sep. 1983.
18. L. Söder, "Reserve margin planning in a wind-hydro-thermal power system," IEEE Trans. Power Syst., vol. 8, no. 2, pp. 564-571, May 1993.
19. R. Doherty and M. O'Malley, "A new approach to quantify reserve demand in systems with significant installed wind capacity," IEEE Trans. Power Syst., vol. 20, no. 2, pp. 587-595, May 2005.
20. P. E. Morthorst, "Wind power and the conditions at a liberalized power market," Wind Energy, vol. 6, no. 3, pp. 297-308, Jul./Sep. 2003.
21. L. Landberg, G. Giebel, H. A. Nielsen, T. Nielsen, and H. Madsen, "Short-term prediction - An overview," Wind Energy, vol. 6, no. 3, pp. 273-280, Jul./Sep. 2003.
22. 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.
23. F. Bouffard, F. D. Galiana, and A. J. Conejo, "Market-clearing with stochastic security - Part II: Case studies," IEEE Trans. Power Syst., vol. 20, no. 4, pp. 1827-1835, Nov. 2005.
24. E. Handschin, F. Neise, H. Neumann, and R. Schultz, "Optimal operation of dispersed generation under uncertainty using mathematical programming," in Proc. 15th Power Systems Computation Conf., Liège, Belgium, 2005.
25. H. B. Gooi, D. P. Mendes, K. R. W. Bell, and D. S. Kirschen, "Optimal scheduling of spinning reserve," IEEE Trans. Power Syst., vol. 14, no. 4, pp. 1485-1492, Nov. 1999.
26. F. Bouffard and F. D. Galiana, "An electricity market with a probabilistic spinning reserve criterion," IEEE Trans. Power Syst. vol. 19, no. 1, pp. 300-307, Feb. 2004.
27. G. Gross and F. D. Galiana, "Short-term load forecasting," Proc. IEEE, vol. 75, no. 12, pp. 1558-1573, Dec. 1987.
28. A. Papoulis, Probability, Random Variables, and Stochastic Processes 3rd ed. Boston, MA: McGraw-Hill, 1991.
29. R. Billinton and R. N. Allan, Reliability Evaluation of Power Systems 2nd ed. New York: Plenum, 1996.
30. U. Focken. M. Lange, K. Mönnich, H.-P. Waldl. H. G. Beyer, and A. Luig, "Short-term prediction of the aggregated power of wind farms - A statistical analysis of the reduction of the prediction error by spatial smoothing effects," J. Wind Eng. Ind. Aerodynam., vol. 90, no. 3, pp. 231-246, Mar. 2002.
31. J. R. Birge and F. Louveaux, Introduction to Stochastic Programming New York: Springer, 1997.
32. H. Holttinen, "Hourly wind power variation in the nordic countries," Wind Energy, vol. 8, no. 2, pp. 173-195, Apr./Jun. 2005.
33. H. Heitsch and W. Römisch, "Scenario reduction algorithms in stochastic programming," Comput. Optim. App., vol. 24, no. 2-3, pp. 187-206, Feb./Mar. 2003.
34. J. M. Arroyo and F. D. Galiana, "Energy and reserve pricing in security and network-constrained electricity markets," IEEE Trans. Power Syst., vol. 20, no. 2, pp. 634-643, May 2005.
35. M. Black and G. Strbac, "Value of storage in providing balancing services for electricity generation systems with high wind penetration," J. Power Sources, vol. 162, no. 2, pp. 949-953, Nov. 2006.
36. GAMS Development Corporation, "GAMS: The solver manuals,". Washington, DC, 2005.
37. P. Joskow and J. Tirole, Reliability and competitive electricity markets, University of California Energy Institute, Berkeley, CA, Tech. Rep. CESM WP 129, Apr. 2004. [Online]. Available: Http:// www.ucei.berkeley.edu/PDF/csemwp129.pdf.
38. M. Carrión and J. M. Arroyo, "A computationally efficient mixed-integer linear formulation for the thermal unit commitment problem," IEEE Trans. Power Syst., vol. 21, no. 3, pp. 1371-1378, Aug. 2006.