大规模集群式小水电群短期负荷预测方法分析

大规模集群式小水电群短期负荷预测方法分析

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时间:2019-01-21

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1、华中科技大学硕士学位论文ABSTRACTAsenvironmentalpollutionandenergyshortagesgrowing,asoneofcleanenergy,thedevelopmentofsmallhydropowerwassupportedbynationalandlocalpolicies,thedevelopmentofsmallhydropowerhassolvedthepowershortagesituationinsomeareasandpromotedthedevelopmentofruraleco

2、nomyandtheelectrificationofreform.However,thedevelopmentofsmallhydropowerhasalsobroughtsomeproblems.Inthelargenumberofsmallhydropowerstation,inadditiontoaverysmallparthasacertainabilitytoregulate,themajorityofsmallhydropowerplantsareRun-of-station,thoseplantshavepoorabi

3、litytoregulate,andtheirgenerationchangesinawiderangewiththedifferenceofseasonsandrainfall.Inordertopursuetheirowneconomicbenefit,somenon-centrallydispatchedsmallhydropowerstationsdonotperformaccordingtothegenerationplanmadebythegrid.Theyrushedtransferringelectricitytoth

4、egridinthewetperiodwhilestoptheirgeneratorsduringthedryseasons,suchbehaviormakestheelectricitytheysenttothegridchangesinalargeamplitude.Asthecapacityofsmallhydropowerplantsconnectedtothegridgrowingfast,it’sadverseeffectstogridsecurityandstability,gridschedulingetc.ismor

5、esignificant.Intheabsenceofgoodregulatorymeasuresonthephenomenonofsmallhydropowergenerationdisorderlysituation,toensurethesafeandstableoperationofthepowergridandreasonablearrangementstofacilitatedispatcherseachCentrallydispatchedpowergenerationplan,themethodsofloadforec

6、astingcanbeusedtogetthechangeofelectricitysenttothegrid,tothisend,inthispaper,agroupofsmallhydropowerintheregionareregardasawholeasaresearchobject,tostudyItsdailyoutputlaw.Thegenerationofsmallhydropowerstationgrouphasnoregularityinlong-term,Buttheshorttermistofollowthel

7、aw,soit’spossibletomakeashort-termprediction.ThechangeofmaxgenerationofdailyLoadcurvehaveaveryclearcorrelationtorainfallaccordingtotheanalysisoffeaturesofgenerationinthearea.Andaccordingtothechangesinloadinertiaandtimecontinuity,relationalmodelcanbecreatedbetweentherain

8、fallandthemaximumload.Topredictthedailymaximumloadbyexponentialsmoothingmethodandcorrecttheforecastbasevaluecr

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