Probabilistic Technique for Power System Transmission Planning Using Cross-Entropy Method

作者: Jaehee Lee , Sung Kwan Joo

DOI:

关键词:

摘要: Transmission planning is an important part of power system to meet increasing demand for electricity. The objective transmission expansion minimize operational and construction costs subject constraints. There inherent uncertainty in due errors forecasted fuel costs. Therefore, process not reliable if the taken into account. paper presents a systematic method find optimal location amount using Cross-Entropy (CE) incorporating uncertainties about future conditions. Numerical results are presented demonstrate performance proposed method.

参考文章(10)
The Cross‐Entropy Method John Wiley & Sons, Inc.. pp. 151- 175 ,(2004) , 10.1002/9780470285312.CH18
Len Garver, Transmission Network Estimation Using Linear Programming IEEE Transactions on Power Apparatus and Systems. ,vol. 89, pp. 1688- 1697 ,(1970) , 10.1109/TPAS.1970.292825
Mario Pereira, Leontina Pinto, Application Of Sensitivity Analysis Of Load Supplying Capability To Interactive Transmission Expansion Planning IEEE Power & Energy Magazine. ,vol. 104, pp. 381- 389 ,(1985) , 10.1109/TPAS.1985.319053
Stephen Y. Lee, Kenneth Hicks, Esteban Hnyilicza, Transmission Expansion by Branch-and-Bound Integer Programming with Optimal Cost - Capacity Curves IEEE Transactions on Power Apparatus and Systems. ,vol. 93, pp. 1390- 1400 ,(1974) , 10.1109/TPAS.1974.293869
R.A. Gallego, R. Romero, A.J. Monticelli, Tabu search algorithm for network synthesis IEEE Transactions on Power Systems. ,vol. 15, pp. 490- 495 ,(2000) , 10.1109/59.867130
N. Alguacil, A.L. Motto, A.J. Conejo, Transmission expansion planning: a mixed-integer LP approach IEEE Transactions on Power Systems. ,vol. 18, pp. 1070- 1077 ,(2003) , 10.1109/TPWRS.2003.814891
R. Romero, R.A. Gallego, A. Monticelli, Transmission system expansion planning by simulated annealing IEEE Transactions on Power Systems. ,vol. 11, pp. 364- 369 ,(1995) , 10.1109/59.486119
Dirk P. Kroese, Sergey Porotsky, Reuven Y. Rubinstein, The Cross-Entropy Method for Continuous Multi-Extremal Optimization Methodology and Computing in Applied Probability. ,vol. 8, pp. 383- 407 ,(2006) , 10.1007/S11009-006-9753-0
Damien Ernst, Mevludin Glavic, Guy-Bart Stan, Shie Mannor, Louis Wehenkel, The cross-entropy method for power system combinatorial optimization problems ieee powertech conference. pp. 1290- 1295 ,(2007) , 10.1109/PCT.2007.4538502
E.L. Da Silva, H.A. Gil, J.M. Areiza, Transmission network expansion planning under an improved genetic algorithm IEEE Transactions on Power Systems. ,vol. 15, pp. 1168- 1174 ,(1999) , 10.1109/59.871750