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13 个结果
  • 简介:WeldqualitycontrolbyneuralnetworkHuangShisheng;LiDiandSongYonglun(SouthChinaUniversityofTechnology)Abstract:Artificialneuraln...

  • 标签: WELDING QUALITY CONTROL NEURAL NETWORK
  • 简介:Inthepresentpaper,thegraphicalmethoddeterminationofoptimalweldingparametersofGMAWisdescribed.Somequalitycomplexcriteriathataretheratioofweldsizeshavebeenproposed.Thesecriteriaallowoptimizingtheshapeoftheweldmetalzone,reducingthelikelihoodofhotcracksformation,andreducingthestressconcentrationoftheweldatthetoe.Intheproposedmethodology,theearlierdescribedequationsconnectingtheweldingparametersandthewelddimensionsofmildandlow-alloysteelsareexplored.Determinationoftheoptimalweldingparametersiscarriedoutgraphicallytakingintoaccountthevarianceoftheweldingparameters.Anexampleofusingtheproposedmethoddestinedtodeterminetheoptimumweldingparametersisprovided.Itisshownthatitsaccuracyissufficientlygoodforapracticalapplication.

  • 标签: gas metal ARC WELDING INVERSE problem
  • 简介:Amethodwasdevelopedtorealizequalityevaluationoneveryweld-spotinresistancespotweldingbasedoninformationprocessingofartificialintelligent.Firstly,thesignalsofweldingcurrentandweldingvoltage,asinformationsource,weresynchronouslycollected.Inputpoweranddynamicresistancewereselectedasmonitoringwaveforms.Eightcharacteristicparametersrelatingtoweldqualitywereextractedfromthemonitoringwaveforms.Secondly,tensile-shearstrengthofthespot-weldedjointwasemployedasevaluatingtargetofweldquality.Throughcorrelationanalysisbetweeneverytwoparametersofcharacteristicvector,fivecharacteristicparameterswerereasonablyselectedtofoundamappingmodelofweldqualityestimation.Atlast,themodelwasrealizedbymeansofthealgorithmsofRadialBasicFunctionneuralnetworkandsamplematrixes.Theresultsshowedvalidationsbyasatisfactioninevaluatingweldqualityofmildsteeljointon-lineinspotweldingprocess.

  • 标签: 焊接工艺 焊接法 焊缝 质量
  • 简介:Laserblankweldingisbecomingmoreandmoreimportantintheautomotiveindustryandthequalityoftheweldiscriticalforasuccessfulapplication.Afullyautomatedsolutionisrequiredtoinspectthequalityoftheblanks.ThispaperpresentsavisioninspectionsystemwithaCMOScamerawhichusesART2networktoinspectthedefectson-linetoobtainthegeometryandthequalityoftheweldseam.TheneuralnetworkART2hasthecapabilityofself-learningfromtheenvironment.Itcandistinguishthedefectsthathavebeenlearnedbeforeandgivenewoutputsfornewdefects.SoART2networkissuitableforweldqualityinspectioninlaserblankwelding.Additionally,aCO_2laserisusedfortheblankbutt-welding.

  • 标签: 激光拼焊扳 ART2 神经网络 在线质量检验
  • 简介:Basedonalargeamountofdissectionatweldedinterfaceandquantitativemicroscopicexaminationofweldedrate,thesuitablelimitgreyscalevaluewasdetermined,andtheweldedrateofsuperplasticsolid-stateweldinginterfaceofheterogeneoussteelwassystematicallystudiedbymeansofself-madeultrasonicC-scanningimaginginspectionsystem.Theexperimentalresultsshow:theweldedstateofsuperplasticsolid-stateweldinginterfaceofheterogeneoussteelcanbeconductedtobemoreaccurately,reliablyandquicklyinspectedbymeansofthissystem,andtheultrasonictestingresultsaregoodconsistentwithactualexaminationresultsoftheinterfacedefectivedistribution.Withintheextentofthesuitbleweldedrate,theweldedratein40Cr/T10Asuperplasticweldingprocesstestedbythissystemislinearwithitstensilestrengthofjoint.

  • 标签: 超塑性固态焊接 无损检测 超声波探伤 扫描成象 焊接速度
  • 简介:1.6公里厚的表的非合金的钛的变硬的激光转变(LTH),更近,到ASTM,等级3化学作文用2kWCWNd被调查:钇铝柘榴石激光。激光力量的效果(750-1250W),扫描速度(10003000mm/min)和焦点的点位置(从?10到?30公里)在热输入,和变硬祷告的几何学上(即变硬的祷告宽度(HBW),变硬的深度(HD)和变硬的祷告的入口的角度与表面(AEHB)介绍)用反应表面方法论(RSM)被调查。试验性的计划基于Box-Behnken设计矩阵方法。为预言热输入和变硬的祷告几何学的线性、二次的多项式方程被开发。结果显示建议模型在变硬的参数的限制以内足够地预言回答被使用。回归方程能被用来为需要的标准发现最佳变硬条件,这被建议。

  • 标签: 激光相变硬化 硬化参数 热输入 合金 质量 作者