A study on Multi-objective optimal power Flow under Contingency using Differential Evolution
作者： Belkacem Mahdad , Kamel Srairi
DOI: 10.5370/JEET.2013.8.1.053
关键词:
摘要: Toguidethedecisionmakingoftheexpertengineerspecializedinpowersystemo perationandcontrol;�thepracticalOPFsolutionshouldtakeinconsiderationthecriticalsituati onduetosevereloadingconditionsandfaultinpowersystem.�DifferentialEvolution�(DE)�is� oneofthebestEvolutionaryAlgorithms�(EA)�tosolverealvaluedoptimizationproblems.�This� paperpresentssimpleDifferentialEvolution�(DE)�Optimizationalgorithmtosolvingmultiobje ctiveoptimalpowerflow�(OPF)�inthepowersystemwithshuntFACTSdevicesconsideringv oltagedeviation,�powerlosses,�andpowerflowbranch.�Theproposedapproachisexaminedan dtestedonthestandardIEEE�30Buspowersystemtestwithdifferentobjectivefunctionsatcr iticalsituations.�Inaddition,�thenonsmoothcostfunctionduetotheeffectofvalvepointhas� beenconsideredwithinthesecondpracticalnetworktest�(13�generatingunits).�Thesimulation� resultsarecomparedwiththosebytheotherrecenttechniques.�Fromthedifferentcasestudies,� itisobservedthattheresultsdemonstratethepotentialoftheproposedapproachandshowcl earlyitseffectivenesstosolvepracticalOPFundercontingentoperationstates.� �
koreascience.or.kr参考文章(30)
Kenneth Price, Rainer M. Storn, Jouni A. Lampinen, Differential Evolution: A Practical Approach to Global Optimization Springer. ,(2014)
Belkacem Mahdad, T. Bouktir, K. Srairi, Strategy based PSO for Dynamic Control of UPFC to Enhance Power System Security Journal of Electrical Engineering & Technology. ,vol. 4, pp. 315- 322 ,(2009) , 10.5370/JEET.2009.4.3.315
Bahriye Akay, Dervis Karaboga, A modified Artificial Bee Colony algorithm for real-parameter optimization Information Sciences. ,vol. 192, pp. 120- 142 ,(2012) , 10.1016/J.INS.2010.07.015
Min Jeong Kim, Hyoung-Yong Song, Jong-Bae Park, Jae-Hyung Roh, Sang Un Lee, Sung-Yong Son, An Improved Mean-Variance Optimization for Nonconvex Economic Dispatch Problems Journal of Electrical Engineering & Technology. ,vol. 8, pp. 80- 89 ,(2013) , 10.5370/JEET.2013.8.1.080
S. Sivasubramani, K.S. Swarup, Multi-objective harmony search algorithm for optimal power flow problem International Journal of Electrical Power & Energy Systems. ,vol. 33, pp. 745- 752 ,(2011) , 10.1016/J.IJEPES.2010.12.031
S. Kirkpatrick, C. D. Gelatt, M. P. Vecchi, Optimization by Simulated Annealing Science. ,vol. 220, pp. 671- 680 ,(1983) , 10.1126/SCIENCE.220.4598.671
J. S. Al-Sumait, J. K. Sykulski, A. K. Al-Othman, Solution of Different Types of Economic Load Dispatch Problems Using a Pattern Search Method Electric Power Components and Systems. ,vol. 36, pp. 250- 265 ,(2008) , 10.1080/15325000701603892
Gupta A., Ray S., Economic Emission Load Dispatch using Interval Differential Evolution Algorithm 4th International Workshop on Reliable Engineering Computing (REC 2010). pp. 399- 414 ,(2010) , 10.3850/978-981-08-5118-7_034
Paola Pezzini, Oriol Gomis-Bellmunt, Antoni Sudrià-Andreu, Optimization techniques to improve energy efficiency in power systems Renewable & Sustainable Energy Reviews. ,vol. 15, pp. 2028- 2041 ,(2011) , 10.1016/J.RSER.2011.01.009