{"title":"Economic Dispatch Problems Using Backtracking Search Optimization","authors":"Kuntal Bhattacharjee","doi":"10.4018/IJEOE.2018040102","DOIUrl":null,"url":null,"abstract":"The purpose of this article is to present a backtracking search optimization technique (BSA) to determinethefeasibleoptimumsolutionoftheeconomicloaddispatch(ELD)problemsinvolving differentrealisticequalityandinequalityconstraints,suchaspowerbalance,rampratelimits,and prohibitedoperatingzoneconstraints.Effectsofvalve-pointloading,multi-fueloptionoflarge-scale thermalplants,systemtransmissionlossarealsotakenintoconsiderationformorerealisticapplication. Twoeffectiveoperations,mutationandcrossover,helpBSAalgorithmstofindtheglobalsolution fordifferentoptimizationproblems.BSAhasthecapabilitytodealwithmultimodalproblemsdue toitspowerfulexplorationandexploitationcapability.BSAisfreefromsensitiveparametercontrol operations.Simulationresultssetuptheproposedapproachinabetterstagecomparedtoseveralother existingoptimizationtechniquesintermsqualityofsolutionandcomputationalefficiency.Results alsorevealtherobustnessoftheproposedmethodology. KEywORDS Backtracking Search Optimization, Economic Load Dispatch, Prohibited Operating Zone, Ramp Rate Limits, Valve-Point Loading","PeriodicalId":246250,"journal":{"name":"Int. J. Energy Optim. Eng.","volume":"57 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Int. J. Energy Optim. Eng.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4018/IJEOE.2018040102","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 13
基于回溯搜索优化的经济调度问题
这篇文章的目的是向determinethefeasibleoptimumsolutionoftheeconomicloaddispatch(ELD)problemsinvolving differentrealisticequalityandinequalityconstraints,suchaspowerbalance,rampratelimits,and prohibitedoperatingzoneconstraints介绍一种回溯搜索优化技术。Effectsofvalve-pointloading,multi-fueloptionoflarge-scale thermalplants,systemtransmissionlossarealsotakenintoconsiderationformorerealisticapplication。Twoeffectiveoperations,mutationandcrossover,helpBSAalgorithmstofindtheglobalsolution fordifferentoptimizationproblems。BSAhasthecapabilitytodealwithmultimodalproblemsdue toitspowerfulexplorationandexploitationcapability。BSAisfreefromsensitiveparametercontrol操作。Simulationresultssetuptheproposedapproachinabetterstagecomparedtoseveralother existingoptimizationtechniquesintermsqualityofsolutionandcomputationalefficiency。Results alsorevealtherobustnessoftheproposedmethodology。关键词回溯搜索优化,经济负荷调度,禁止作用区,匝道速率限制,阀点负荷
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