資源描述：
《基于改進粒子群算法的最優(yōu)潮流計算》由會員上傳分享，免費在線閱讀，更多相關內容在教育資源-天天文庫。
1、華北水利水電大學碩士學位論文II萬方數據ABSTRACTBasedonimprovedParticleSwarmOptimizationofOptimalPowerFlowCalculationABSTRACTThedevelopmentofmodernsocietycannotleavetheenergy,oneofthemostimportantenergyiselectricity,howtheoperationcouldbesafe,stableandeconomicalisthesev
2、eretesttoPowerSystems.Powersystemoptimalpowerflowistosolvenewproblemsinthepowersystem,andplaysanimportantroleinit.Powersystemoptimalpowerflowistheclassicalnonlinearprogrammingproblemwhichhasmanyconstraints,Whenthescaleofpowersystemgraduallyexpands,th
3、econtrolvariables,statevariablesandconstraintswillalsoincrease.So,howtosolvetheproblemofoptimalpowerflowisthekeytothesystemeconomicandreliableoperation.Theemergenceofparticleswarmoptimization(pso),withitsownuniqueadvantagesandbiologicalevolutionaryba
4、ckground,playsanimportantroleinsolvingtheoptimalpowerflowproblem.Accordingtotheanalysisoftheexistingoptimalpowerflowalgorithm,thispaperproposedusingimprovedparticleswarmoptimalpowerflowcalculation.Combiningparticleswarmoptimization(pso)algorithmandpe
5、naltyfunctiontodealwithoptimalpowerflowconstraints,sothatitcouldchangeintounconstrainedoptimizationproblem,whichsimplifiesthecomplicatedcalculation.Thisalgorithminaddressingtheproblemofoptimalpowerflowalgorithmissimpleandeasytoimplementandalsohasgood
6、convergence,fastcomputingspeed,thatcomparedwiththetraditionalalgorithmismoresuitableforthecomplexproblemofpowersystem.UsingMatlabtoprogrammingimprovedparticleswarmoptimization(pso)algorithmandthetraditionalNewtonmethod,andcalculatingseparatelytheopti
7、malsolutionofIEEE-30nodessystem,comparedtheresultsofbothalgorithms,soastobetterreflecttheadvantageofparticleswarmoptimization(pso)algorithminsolvingcomplexoptimizationproblems.PuttingforwardtheParticleswarmoptimization(pso)algorithmistheinnovationand
8、developmentofintelligentalgorithm,andanewexplorationofeconomicaloperationofpowersystems.Althoughtheimprovedparticleswarmoptimization(pso)algorithminsolvingtheoptimalpowerflowproblem,hastheincomparableadvantage.Butthereisalsoinsufficient.III萬方數據華北水利水電
