Generation system reliability evaluation incorporating correlations of wind speeds with different distributions

IEEE Transactions on Power Systems

Volumn 28, Issue 1, 2013, Pages 551-558

  Qin, Zhilong ^a   Li, Wenyuan ^b   Xiong, Xiaofu ^a  

^a CHONGQING UNIVERSITY   (China)

^b BC HYDRO   (Canada)

Author keywords

Monte Carlo simulation; power system reliability; probability distribution; wind speed correlation

Indexed keywords

CORRELATION MATRIX; DIFFERENT DISTRIBUTIONS; GAMMA DISTRIBUTION; GENERATION SYSTEMS; LOG-NORMAL; MODEL CORRELATION; MONTE CARLO; MONTE CARLO SIMULATION; POWER SYSTEM RELIABILITY; RELIABILITY EVALUATION; WEIBULL; WIND FARM; WIND SPEED;

ELECTRIC UTILITIES; MONTE CARLO METHODS; NORMAL DISTRIBUTION; PROBABILITY DISTRIBUTIONS; WIND POWER;

WIND EFFECTS;

EID: 84872874181     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2012.2205410     Document Type: Article

References (24)

1. Global Wind Power Growth Continues to Strengthen. [Online]. Available: http://www.ewea.org.
2. N. B. Negra, O. Holmstrom, B. Bak-Jesen, and P. Sorensen, "Aspects of relevance in offshore wind farm reliability assessment," IEEE Trans. Energy Convers., vol. 22, no. 1, pp. 159-166, Mar. 2007. (Pubitemid 46487488)
3. J. C. Smith, M. R. Milligan, E. A. DeMeo, and B. Parsons, "Utility wind integration and operating impact state of the art," IEEE Trans. Power Syst., vol. 22, no. 3, pp. 900-908, Aug. 2007. (Pubitemid 47278349)
4. R. Billinton and G. Bai, "Generating capacity adequacy associated with wind energy," IEEE Trans. Power Syst., vol. 19, no. 3, pp. 641-646, Aug. 2004.
5. R. Billinton and Y. Gao, "Multistate wind energy conversion system models for adequacy assessment of generating systems incorporating wind energy," IEEE Trans. Energy Convers., vol. 23, no. 1, pp. 163-170, Mar. 2008. (Pubitemid 351392311)
6. D. A. Bechrakis and P. D. Sparis, "Correlation of wind speed between neighboring measuring stations," IEEE Trans. Energy Convers., vol. 19, no. 2, pp. 400-406, Jun. 2004.
7. M. S. Miranda and R. W. Dunn, "Spatially correlated wind speed modeling for generation adequacy studies in the UK," in Proc. IEEE Power Eng. Soc. General Meeting, Tampa, FL, 2007.
8. S. Zhang, G. Li, and M. Zhou, "Adequacy evaluation of wind farm integration in power generation and transmission systems," in Proc. Int. Conf. Sustainable Power Generation and Supply, Apr. 2009, pp. 1-7.
9. W. Jiang, Z. Yan, and D. Feng, "A review on reliability assessment for wind power," Renew. Sustain. Energy Rev., vol. 13, no. 9, pp. 2485-2494, Dec. 2009.
10. A. E. Feijóo, D. Villanuevaa, J. L. Pazosa, and R. Sobolewskib, "Simulation of correlated wind speeds: A review," Renew. Sustain. Energy Rev., vol. 15, no. 6, pp. 2826-2832, Aug. 2011.
11. W. Wangdee and R. Billinton, "Considering load-carrying capability and wind speed correlation of WECS in generation adequacy assessment," IEEE Trans. Energy Convers., vol. 21, no. 3, pp. 734-741, Sep. 2006. (Pubitemid 46445162)
12. R. Billinton, Y. Gao, and R. Karki, "Composite system adequacy assessment incorporating large scale wind energy conversion systems considering wind speed correlation," IEEE Trans. Power Syst., vol. 24, no. 3, pp. 1375-1382, Aug. 2009.
13. K. Xie and R. Billinton, "Considering wind speed correlation of WECS in reliability evaluation using the time-shifting technique," Elect. Power Syst. Res., vol. 79, no. 4, pp. 687-693, Apr. 2008.
14. R. Billinton and W. Li, Reliability Assessment of Electrical Power Systems Using Monte Carlo Methods. New York: Plenum, 1994.
15. V. Lo Brano, A. Orioli, G. Ciulla, and S. Culotta, "Quality of wind speed fitting distributions for the urban area of Palermo, Italy," Renew. Energy, vol. 36, no. 3, pp. 1026-1039, Mar. 2011.
16. Z. Qin, W. Li, and X. Xiong, "Estimating wind speed probability distribution using kernel density method," Elect. Power Syst. Res., vol. 81, no. 12, pp. 2139-2146, Dec. 2011.
17. P. F. Correia and J. M. Ferreira de Jesus, "Simulation of correlated wind speed and power variates in wind parks," Elect. Power Syst. Res., vol. 80, no. 5, pp. 592-598, May 2010.
18. J. M. Morales, L. Baringo, A. J. Conejo, and R. Minguez, "Probabilistic power flow with correlated wind sources," IET Gen., Transm., Distrib., vol. 4, pp. 641-651, 2010.
19. W. Li and R. Billinton, "Effect of bus load uncertainty and correlation in composite system adequacy evaluation," IEEE Trans. Power Syst., vol. 6, no. 4, pp. 1522-1529, Nov. 1991.
20. M. Cario and B. Nelson, Modeling and Generating Random Vectors With Arbitrary Marginal Distribution and Correlation Matrix, Dept. Ind. Eng. and Manage. Sci., Northwestern Univ., 1997, Tech. Rep.
21. W. Li, Probabilistic Transmission System Planning. Piscataway, NJ: IEEE Press/Wiley, 2011.
22. W. Li, Risk Assessment of Power Systems-Models, Methods, and Applications. Piscataway, NJ: IEEE Press/Wiley, 2005.
23. The Hourly Wind Speed Data for Each Site in the Period of 10 Years. [Online]. Available: http://cdc.cma.gov.cn/shuju/index3. jsp?tpcat= SURF&dsid=SURF-CLI-CHN-MUL-DAY.
24. Reliability Test System Task Force of the Application of Probability Methods Subcommittee, "IEEE reliability test system," IEEE Trans. Power Appl. Syst., vol. PAS-98, no. 6, pp. 2047-2054, Nov. 1979.