火電企業(yè)配煤模型與優(yōu)化算法研究

火電企業(yè)配煤模型與優(yōu)化算法研究

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時間:2019-11-22

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1、AbstractInrecentyears,becauseoftheseriousmismatchbetweentheexistingcoalandtheactualneeds,thevarioussourcesofcoal,andtherelativelylargedifferenceinthequalityofcoal,almostallthermalpowerenterprisesinChinaareburningavarietyofmixedcoal.Throughblendingtherawc

2、oal,choosingtheappropriateproportiontoblendingthecoal,makingthequalityofmixedcoaltosuitablefortheoperationoftheboiler,finallytoenhancetheefficiencyofcombustion,toreducethewearofboiler,tolowerthecostsoffuel,andtodecreasetheemissionsofpollutions.Bytheconti

3、nuousresearchofthescientificstaffathomeandabroad,wemadesomeprogress,buttherearesomeproblems,suchasusingthedifferentmodeltoblendingcoal,versatilityisnotstrong,expensiveandsoon.Basedonadetailedanalysisofcurrentbusinessproblemsinapplicationmodelofblendingco

4、al,aimatthetwotypesofcurrentclassicmodels:linearmodelsandnonlinearmodels,thoughacomparativeanalysisinthemeritsofmodelandthecharacteristicsofcoaPsquality,wecanfoundthatthelinearmathematicalmodelismorefavorabletotheoverallprocessofmixingcoal.Thenusingthebl

5、endingcostsastheobjectivefunction,fiveindicatorsofcalorificvalueofasinglecoal,volatilematter,sulfur,MoistureandAshasconstraints,toestablishapracticalblendingoptimizationmodelwithlinearrelationshipinthermalpowerenterprises.BecausePSOalgorithmwithinertiawe

6、ighthasbetterglobalsearchcapability,throughalotofteststoimprovePSOalgorithm,theideaofmajorimprovementsincludingdeformationofalgorithms,mixofalgorithms,discretebinaryandsoon,thespecificimplementationmethodscontainglobaloptimalperturbation,combinationofvar

7、iabilityfactor,settingsofaccuracyandconfirmofinertiaweight,andultimatelyapplytheimprovedparticleswarmalgorithmtosolvethemodel.Experimentalresultsshowthatbychoosingtheappropriatemodelforblending,usingtheimprovedPSOalgorithmtosolve,wecangotaconclusionthatt

8、heblendingproportionofeachunitofcoalisinlinewiththeactualrequirements,andthealgorithmhasahighstabilityandabetteradvantages.Keywords:Rawcoalblending,Coalqualityanalysis,CoalBlendingmodel,PSO摘要IAbstractII1緒論1.1研究目的及意義(1)1.2國

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