考虑洪灾损失风险的水火电分布鲁棒优化调度

考虑洪灾损失风险的水火电分布鲁棒优化调度

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时间:2019-01-30

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1、数、防洪置信水平对系统总成本、上下游发电流量和泄洪流量的影响。结果表明,矩不确定集合参数的变化刻画了极端来水量概率分布的波动信息,更贴近实际情况。考虑最坏情况下梯级水库防洪安全条件风险,在确保梯级水库防洪安全的同时,提高了水火电系统的发电效率。关键词:梯级水库;洪灾损失风险;条件风险价值;水火电调度;矩不确定性;分布鲁棒优化;半定规划II万方数据ABSTRACTWithincreasingenergyshortagesanddeepeningofthepowersystem,priorityandvigorouslydevelophydropoweristheinevitablechoice

2、ofsustainabledevelopmentstrategyimplementationandenergystructuraladjustment.Cascadereservoirshydropoweroptimalschedulingsignificanteconomicbenefits,whichhasbeenwidespreadconcern.Butinrecentyears,floodsrenderintensityincreases,increasedfrequency,lossworseningtrend.Awiderangeofheavyrainfallsoextremec

3、ascadereservoirinflowmutationstohydro-thermalsystemoptimizationschedulinganenormouschallenge,seriouslyinterferewiththesafeandstableoperationofthepowersystem.Thus,fortheconsiderationofthecascadereservoirsfloodlossriskofhydro-thermalschedulingproblem,bothintheoryandrealityhasimportantresearchsignific

4、anceandvalue.Firstly,thepaperanalysiscascadereservoirspillwaysafetymargin,buildinghydro-thermalschedulingmodelbasedonsecurityconstraintsofcascadereservoirfloodprevention.However,themodeldoesnotreflecttheimpactofcascadereservoirextremefloodinflowonscheduling,forwhichtheextremevaluetheorybasedpeakove

5、rthreshold(POT)modelisadoptedtobuildGeneralizedParetoDistribution(GPD)ofsinglereservoirextremefloodinflow.Andthen,Copulafunctionisusedtobuildajointprobabilitydistributionofcascadereservoirsextremeinflowduringfloodperiod.Basedonexcellentperformanceofconditionalvalue-at-risk(CVaR)incharacterizingthet

6、ailriskofcascadereservoirspillwaysafetymargin,aCVaRconstraintforcascadedreservoirfloodpreventionisproposed,andaschedulingmodelforhydro-thermalpowersystemconsideringcascadereservoirfloodpreventionriskisfurtherproposed.Secondly,WithRockefellerandUryaseytheorytosolvetheCVaRconstraints,whicharisingmult

7、idimensionalintegrationproblemaftertreatment,Sampleaverageapproximationisemployedtotransformthenon-smoothCVaRconstraintintosmoothedinequalityconstraint,whichcanbethenintroducedintoobjectivefunctionasapenalt

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