Incorporating large-scale distant wind farms in probabilistic transmission expansion planning-part I: Theory and algorithm

IEEE Transactions on Power Systems

Volumn 27, Issue 3, 2012, Pages 1585-1593

  Moeini Aghtaie, Moein ^a   Abbaspour, Ali ^a   Fotuhi Firuzabad, Mahmud ^a  

^a SHARIF UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Multi objective; Non Dominated Sorting Genetic Algorithm II (NSGA II); Point Estimation Method (PEM); transmission expansion planning (TEP); wind farm

Indexed keywords

MULTI OBJECTIVE; NSGA-II; POINT ESTIMATION METHOD; TRANSMISSION EXPANSION PLANNING; WIND FARM;

ALGORITHMS; DECISION MAKING; ELECTRIC POWER TRANSMISSION; ELECTRIC UTILITIES; EXPANSION; MONTE CARLO METHODS; MULTIOBJECTIVE OPTIMIZATION; THERMOELECTRIC POWER; TRAFFIC CONGESTION;

WIND POWER;

EID: 84864276565     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2011.2182363     Document Type: Article

References (35)

1. T. Ackermann, Wind Power in Power Systems. New York: Wiley, 2005.
2. D. J. Burke and M. J. O'Malley, "Maximizing firm wind connection to security constrained transmission networks," IEEE Trans. Power Syst., vol. 25, no. 2, pp. 749-759, May 2010.
3. V. Hamidi, F. Li, and L. Yao, "Value of wind power at different locations in the grid," IEEE Trans. Power Del., vol. 26, no. 2, pp. 526-537, Apr. 2011.
4. D. J. Burke and M. J. O'Malley, "Optimal wind power location on transmission systems-A probabilistic load flow approach," in Proc. IEEE PMAPS Conf., Mayaguez, PR, May 2008.
5. Y. M. O. Buygi, H. M. Shanechi, G. Balzer, and M. Shahidehpour, "Transmission planning approaches in restructured power systems," in Proc. IEEE Bologna Power Tech Conf., 2003.
6. Y.Wang,H.Z.Cheng,C.Wang,Z.C.Hu,L. Z. Yao, Z. L.Ma, andZ. L. Zhu, "Pareto optimality-based multi-objective transmission planning considering transmission congestion," Elect. Power Syst. Res., vol. 78, pp. 1619-1626, Sep. 2008.
7. G. Latorre, R. D. Cruz, and J. M. Areiza, "Classification of publications and models on transmission expansion planning," presented at the IEEE PES Transmission and Distribution Conf., Brazil, Mar. 2002.
8. T. De la Torre, J. W. Feltes, T.G. S.Roman, andH. M. Merril, "Deregulation, privatization, and competition: Transmission planning under uncertainty," IEEE Trans. Power Syst., vol. 14, no. 2, pp. 460-465, May 1999.
9. H. Yu, C. Y. Chung, K. P. Wong, and J. H. Zhang, "A chance constrained transmission network expansion planning method with consideration of load and wind farm uncertainties," IEEE Trans. Power Syst., vol. 24, no. 3, pp. 1568-1578, Aug. 2009.
10. M. O. Buygi, H. M. Shanechi, and M. Shahidehpour, "Transmission planning in deregulated environments," Int. J. Eng., vol. 15, no. 3, pp. 249-256, Oct. 2002.
11. CIGRE TF 38.05.08, "Techniques for power system planning under uncertainties," Technical Brochure Ref., vol. 154, Apr. 2000.
12. C. L. Su, "Probabilistic load-flow computation using point estimate method," IEEE Trans. Power Syst., vol. 20, no. 4, pp. 1843-1851, Nov. 2005.
13. R. Billinton, H. Chen, and R. Ghajor, "A sequential simulation technique for adequacy evaluation of generating system including wind energy," IEEE Trans. Energy Convers., vol. 11, no. 4, pp. 728-734, Dec. 1996. (Pubitemid 126771427)
14. G. N. Kariniotakis, G. S. Stavrakaki, and E. F. Nogaret, "Wind power forecasting using advanced neural network models," IEEE Trans. Energy Convers., vol. 11, no. 4, pp. 762-767, Dec. 1996. (Pubitemid 126771432)
15. A. Mcre and M. C. Deo, "Forecasting wind with neural network," Marine Struct., vol. 16, no. 1, pp. 35-49, Jan.-Feb. 2003.
16. M. J. Stervens and P. T. Smuldurs, "The estimation of the parameters of the Weibull wind speed distribution for wind energy utilization purposes," Wind Eng. 3, pp. 132-145, 1979.
17. I. Abouzahr and R. Ramakumar, "An approach to assess the performance of utility-interactive wind electric conversion systems," IEEE Trans. Energy Convers., vol. 6, no. 4, pp. 627-638, Dec. 1991.
18. J. V. Seguro and T.W. Lambert, "Modern estimation of the parameters of the Weibull wind speed distribution for wind energy analysis," J. Wind Eng. Ind. Aerodynam., vol. 85, pp. 75-84, 2000. (Pubitemid 30221766)
19. G. B. Shrestha and P. A. J. Fonseka, "Congestion-driven transmission expansion in competitive power markets," IEEE Trans. Power Syst., vol. 19, no. 3, pp. 1658-1665, Aug. 2004.
20. I. J. Silva, M. J. Rider, R. Romero, A. V. García, and C. A. F. Murari, "Transmission network expansion planning with security constraints," Proc. Inst. Elect. Eng., Gen., Transm., Distrib., vol. 152, no. 6, pp. 828-836, Nov. 2005. (Pubitemid 41665486)
21. L. Garcés and R. Romero, "Specialized genetic algorithm for transmission network expansion planning considering reliability," in Proc. IEEE Intelligent System Applications to Power Systems Conf., 2009.
22. J. Choi, T. Tran, A. El-Keib, R. Thomas, H. Seon Oh, and R. Billinton, "A method for transmission system expansion planning considering probabilistic reliability criteria," IEEE Trans. Power Syst., vol. 20, no. 3, pp. 1606-1615, Aug. 2005. (Pubitemid 41300975)
23. J. Choi, T. D.Mount, R. J. Thomas, and R. Billinton, "Probabilistic reliability criterion for planning transmission system expansions," Proc. Inst. Elect. Eng., Gen., Transm., Distrib., vol. 153, no. 6, pp. 719-727, Nov. 2006. (Pubitemid 44601634)
24. Y. Hou and F. F.Wu, "Long-termbilateral contract pricing with risks of congestion charge," in Proc. IEEE Power Engineering Society General Meeting, 2007.
25. G. J. Hahn and S. S. Shapiro, StatisticalModels in Engineering. New York: Wiley, 1967.
26. M. Madrigal, K. Ponnambalam, and V. H. Quintana, "Probabilistic optimal power flow," in Proc. IEEE Can. Conf. Electrical Computer Engineering, Waterloo, ON, Canada, May 1998, pp. 385-388.
27. G. Verbic and C. A. Cañizares, "Probabilistic optimal power flow in electricitymarkets based on a two-point estimatemethod," IEEE Trans. Power Syst., vol. 21, no. 4, pp. 1883-1893, Nov. 2006. (Pubitemid 46357790)
28. P. Zhang and S. T. Lee, "Probabilistic load flow computation using the method of combined cumulants and Gram-Charlier expansion," IEEE Trans. Power Syst., vol. 19, no. 1, pp. 676-682, Feb. 2004.
29. S. Kaplan, "On the method of discrete probability distributions in risk and reliability calculation-application to seismic risk assessment," Risk Anal., vol. 1, no. 3, pp. 189-196, 1981.
30. E. Rosenblueth, "Point estimation for probabilitymoments," Proc. Nat. Acad. Sci. United States Amer., vol. 72, no. 10, pp. 3812-3814, Oct. 1975.
31. K. Deb, Multi-Objective Optimization Using Evolutionary Algorithms. New York: Wiley, 2003.
32. R. Billinton and R. N. Allan, Reliability Evaluation of Power Systems. New York: Plenum, 1996.
33. C. A. C. Coello and A. D. Christiansen, "MOSES: A multiobjective optimization tool for engineering design," Eng. Opt., vol. 31, no. 3, pp. 337-368, 1999. (Pubitemid 129584753)
34. M. Varadarajan and K. S. Swarup, "Solving multi-objective optimal power flow using differential evolution," IET Gen., Transm., Distrib., vol. 2, no. 5, pp. 720-730, 2008.
35. N. Srinivas and K. Deb, "Multiobjective function optimization using nondominated sorting genetic algorithms," IEEE Trans. Evol. Computat., vol. 2, no. 3, pp. 221-248, 1994.