五機架冷連軋機軋制規(guī)程智能優(yōu)化研究

五機架冷連軋機軋制規(guī)程智能優(yōu)化研究

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時間:2019-11-16

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1、AbstractRollingscheduleisoneofmaincontentsincold-rolledstripsteelproductiontechnology.Anditisthecoreelementofsetting?upmodelincoldrolling.Forthecold-rolledstripsteel,ascertainingtheoptimalrollingschedulehassignificantmeaning.Byoptimizingtherollingschedule,i

2、tcangetridofthedeficiencyexperiencelaw,givefullplaytorollingmill'sproductivecapacity,ensuretherationallyuseofequipment,maketheproductgoodqualityandlowenergyconsumption.Withtherapidlydevelopmentofartificialintelligenceandextensivelyuseofcomputertechnology,th

3、eintelligentoptimizationmethodsareintroducedintoestablishmentprocessofrollingschedule.Thiscanopenupawiderworldforrollingscheduleoptimizationdesign.Inaddition,itisaeffectivewaytoimprovetheefficiencyofrollingschedule.Firstly,thispaperanalyzesthemathematicalmo

4、delsinvolvedinrollingscheduleoptimizationfortandemcoldrollingmillparticularly,anddiscussesBland-Ford-Hillrollingforcemodelthatappliedwidelyinengineeringresearch.Moreover,threemajorelementswhichaffecttheaccuracyofrollingforcemodelarelabored.Then,byanalyzingt

5、heirowncharacteristicsandimplementationprocessofgeneticalgorithmandantcolonyalgorithm,thepresentworkproposesGeneticAlgorithm-HybridAntColonySystem(GA-HACS),andthenappliesthisalgorithmtorollingscheduleoptimizationdesign.Withtheexampleof1370mmeight-rollerandf

6、ive-standtandemcoldrollingmill,thesuperiorityofthisalgorithmisprovedpowerfulthroughthesimulationresults.Finally,consideringthegoalpursuedinactualproductiveisnotasingleone,sothroughresearchingmulti-objectiveoptimizationtheory,amathematicalmodelofmulti-object

7、iveoptimizationisestablishedinthispaper,whichfacilitatesthedesignofnewsystemsaimedatequatingtherelativeload,preventingtherollingslippageandobtainingbestshape.Takingintoaccounttheambiguityofoptimizationfunctionsandconstraintfunctions,weusefuzzytheorytorealiz

8、emulti-objectiveoptimizationfortandemcoldrollingschedule.KeywordsTandemcoldrollingmill;Rollingschedule;Intelligentoptimization;Geneticalgorithm;Antcolonyalgorithm;Multi-objectiveoptimization;Fuzzytheor

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