基于有限元钻削过程仿真的加工参数智能优化策略

基于有限元钻削过程仿真的加工参数智能优化策略

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时间:2019-01-30

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1、AbstractDuetotime-consuming,lowaccuracyofpreviousdrillingprocessanalysisandsingletargetinoptimizingdrillingprocessingparameters,forthepurposeofdrillingprocessanalysisandprocessingparametersoptimization,anewstrategywasputforwardinthisdissertation,which

2、combinecomputersimulationtechnologywithintelligentoptimizationtechnology.Inordertooptimizetheprocessingparametersofdrilling,thisdissertationestablishesthefiniteelementsimulationmodelofdrillingprocessandanalyzestheinfluentialfactorsofthedrillingprocess

3、,thenestablishtheresponserelationbetweentheinfluencefactorsanddrillingforce,intheend,optimizethedrillingprocessparametersbyusingmulti-objectiveintelligentoptimizationalgorithm.Thedetailedresearchcontentofthisdissertationwasdividedintothefollowingsever

4、alaspects:1.Thefiniteelementanalysisofdrillingprocess.Basedonthedrillingtheory,thefiniteelementtheory,materialconstitutiverelationtheoryandlargedeformationtheory,the3-DfiniteelementsimulationmodelofdrillingprocessisestablishedbysoftwareDeform3D.Andthe

5、n,havingaresearchonfiniteelementmodelinginvolvedadaptivemesh,materialsmodel,separationcriterionandfrictionmodel,andsoon.Throughfiniteelementsimulationofdrillingprocess,analyzedthedrillingprocessofstressfieldandtemperaturefield.Thisdissertationemphatic

6、allyanalyzestheeffectofbitdiameter,cuttingspeed,andfeedondrillingforce,andputupadrillingforcetestplatformformachiningexperiment.Finally,testresults,theempiricalformularesultsanddrillingforcesimulationresultswerecomparedandverifytheeffectivenessofsimul

7、ationresults.2.Regressionmodelestablishmentofdrillingforce.Aimingatthemodelofcollectingdatainfieldprocessing,thisdissertationadaptthefiniteelementmethod,takedrilldiameter,cuttingspeedanddrillingfeedofmaineffectondrillingforceasexperimentfactor,usetest

8、schemeofcentralcompositetoestablishdrillingsimulationexperimentprojecttoobtainthedrillingforceresults.Finally,bymeansoftheresponsesurfacemethod,secondnonlinearregressionofdrillingtestresultsisanalyzed,andthedrillingaxialforceandtorqueoftheregr

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