基于免疫算法的電力系統(tǒng)區(qū)域電源優(yōu)化.pdf

1、中南大學碩士學位論文基于免疫算法的電力系統(tǒng)區(qū)域電源優(yōu)化姓名：解蕾蕾申請學位級別：碩士專業(yè)：電力電子與電力傳動指導教師：黃摯雄20080401ABSTRACT111eregiongenerationexpansionoptimizationisanimportantpartofthestrategicdevelopmentplanninginallpowersystemThecoreissueistodeterminewhen，where

2、，whichtypeandhowmuchcapacityofthenewplanttobebuilt，satisfyingtheloadgrowthandotherkindsofconstrainsconditionduringtheplanningperiodrnlecostofthebestbuildingschemeshouldbeleast，■’t●一一一一一lhegenerationexpansionoptimizationI

3、Shighdimension。nun—linearrandomnessproblemsTheconventionalgorithmhardlyfindsthebestsolutionThegenerationexpansionoptimizationinvolvesmanyspecificissues，suchasloadforecasting，planttypes，sizeofinstalledcapacitysiteselectio

4、n，andSOonThisPapermainlydiscussesthemodelofpoweroptimizationandthesolutionAftertheindepthanalysisofthemainissuewhichtheoptimizationprocesstoberesolved，thepaperproposestheregiongenerationexpansionoptimizationmathematicalm

5、odelonthebasisofadynamiceconomicevaluationt11emodelconsideredthecostofinvestmenttimevalue，andeasilytakethevarietyofrestrictiveconditionsintoaccountduringtheoptimizationprocess111epaperusesimmunealgorithmtosolvetheproblem

6、，andintheprocessimprovesthealgorithm’SstepsUsingantibodytesponsetothequestion’SfeasibleanswerandtheantigencorrespondtotheobjectfunctionandconstraintsTheantibodyisexpressedbysubsectioncoding，andadopttheconceptofaverageinf

7、ormationentropytoevaluatetheratingofsimilaritybetweenantibodiesThememoryunitmechanismiSproposedtostrengthenthelocalsearchabilityofthealgorithmanditscalculationspeedhasbeenimprovedBycalculatingtheconcentrationsofantibodie

8、sandexpectationsofreproductionratetopromoteandinhibittheformationofanewgenerationofantibodiesTheseoperationsgreatlyimprovedtheefficiencyofthealgorithmforoptimizationThepaperintegrateswithanalysisofthegenerationexpansiono