International Research Journal of Engineering and Technology (IRJET) e ISSN: 2395 0056
Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p ISSN: 2395 0072
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International Research Journal of Engineering and Technology (IRJET) e ISSN: 2395 0056
Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p ISSN: 2395 0072
Khandelwal1 , Sourabh Ajit Varagiri2, Tribhuvan Singh Rathore3 , Suraj Prashad Sharma4
1 4SMEC, Vellore Institute of Technology, Vellore, Tamil Nadu, India. ***
Abstract The welding input parameters of any welding have a major role on the quality, productivity and expenses of the assembly formed. In this experimental study, the spot welding parameters were optimized and by conducting the T S strength test of the IF steel weld the parameter was validated. Also, the effects of parameters on the weld were studied. The experimental study is conducted by using the Taguchi design method by considering three different levels of process parameters. The RSW input parameters chosen were welding current, welding time and pressure with 3 different levels of each one of them. An L9 orthogonal array was designed for Taguchi analysis. The S/N ratio was determined after conducting the T S strength test of the weld material. The importance level of each welding parameter for tensile test is done by the Analysis of Variance (ANOVA) technique. Hence, it can be concluded that Taguchi method helps in increasing the welding quality by optimizing the weld parameters in the RSW process. Finally, it can be validated that we can increase the tensile shear strength or in broader terms, the quality of the weld by using the optimum RSW parameters.
Index terms Resistance Spot Welding (RSW), Tensile Shear Strength, Taguchi Method, S/N Ratio.
ResistanceSpotWelding(RSW)isregularlyusedasasuccessfuljoiningmethodforavarietyofjobsintheautomotiveand manufacturingfields[1][9]. Inthispaper,atrialhasbeendonetooptimizeresistancespotweldingparametersofIFSteel sheets.Thespot weldingprocessparametershaveadirectimpactontheweldstrengthandquality[3].Thequalityofweldis determinedbyitsstrength,geometryandotherproperties.Iftheweldingparametersareoptimizedthentheweldqualitywill alsoimprove[5].
Themajormottooftheresearchistodeterminetheoptimuminputparametersofweldingsuchasweldingcurrent,pressure, weldingtimeetc.andtostudytheireffectonweldquality.Inthisstudy,wehaveperformeddifferenttestsontheweldsuchas tensileshearstrengthtest,microstructuralanalysisandfinallyfindingoutthedefectscreatedduringtheweldingprocess.We haveappliedtheTaguchiDesignMethodinordertoreducethenumberofexperimentswithoutlosingthestatisticalaccuracy.
Resistanceweldingisofvarioustypes,butoneofthemaintypesisResistanceSpot Weldingwhichisbasicallyusedfor coalescenceoftwometalsheets bythehelpofpressureandheatobtainedbyelectriccurrentontheweldzone.Bythehelpof copperalloyelectrode,electriccurrentandpressureisappliedonthesteelsheets.Boththecopperalloyelectrodesareplaced oppositetoeachotherseparatedbythemetalsheets.Theheatwhichisdissipatedmeltsthemetalandthepressurewhichis appliedfromtheelectrodessqueezesmoltenmetaltoformthe“nugget”.Thisnuggetortheweldcreatedduringtheprocessisin theformofasmalldotandthatiswhyitiscalledasSpotWelding[2].Resistancespotweldingisbasicallyusedforcoalescenceof twoelectricallyconductivemetalsheetslikelowcarbonsteel,aluminium,etc.Itisusuallyusedtomanufactureautomobile components.[1].Avehiclegenerallyhasover1000spotweldsoveritsbodypanels.
International Research Journal of Engineering and Technology (IRJET) e ISSN: 2395 0056
Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p ISSN: 2395 0072
Figure - 1:SpotWeldingStages
SushreeSefaliMishra[1]shedslightontheRSWofdifferentdissimilarmetalsheetsandtheiranalysis.Itdiscussesthevarious factorsthatdeterminecorrosionfatiguestrength.ThemetalsheetsanalysedwereAluminium Zinccoatedlowcarbonsteeland Stainless SteelGalvanizedsteel.Itwasconcludedthatcorrosionfatiguestrengthremainsunaffectedwhendifferentstrength levelsofthematerialswereapplied.Itwasalsofoundoutthatwiththeincreaseinsheetthicknesstheoverallfatiguestrength oftheweldedstructuregetsincreased.
ShravanSinghRaoetal.[2]intheirstudymainlydealwiththeestimationofcriticalnuggetdiameterandvariationindifferent processparametersofhighstrengthinterstitialfreesteel.Themechanicalpropertiesweredeterminedthroughtensiletesting onUniversalTestingMachine.Athicknessof1.6mmwasconsidered.Attheendoftheexperimentalanalysis,itwasfoundout thatasthecontactresistanceincreasesthenuggetdiameterisfoundtodecrease.Asmoreheatisgenerated,tensileshear strengthalsogetsincreased.
SachinKJadavetal.[3],intheirresearchmainlystudiedtheimpactofvariousRSWprocessparametersonthequalityofthe jointformedbywelding.Thestudywasperformedbychangingthevaluesofweldtime,weldcurrent,holdingtimeandsqueeze time.T SstrengthoftheweldisthemeasureoftheweldqualitywhichwasdeterminedusingtheGRAMethod.Theoptimum weldingparametersofthespot weldingprocesswasobtainedbythehelpofgreyrelationalanalysis.
ManojRautetal.[4]estimatethemaximumtensilestrengthofthespotweldafteroptimizingtheweldingparameters.The parametersrequiredforthe weldingwerefound outusingtheTaguchimethod. The variousinprocessparameterswere studiedusingtheS/Nratioanalysis.TheresultsobtainedvalidatedandupheldtheTaguchimethod.Theweldingparameter directlyaffectsthequalityoftheweldanditsstrengthinparticular.Itmaycausethestrengthoftheweldtoriseorfallbasedon theparameterschosen.
PPChoughuleetal.[5],intheirresearchcarryouttheresistancespotweldingoftwonon similarmetalsnamelymildsteeland stainlesssteelplatesand studytheeffectofparameterslikeweldingcurrent,pressure,weldingtimeontensilestrengthand further analysed by analysis of variance, the dimension of specimens is 150*25*1 mm, different parameters is used to determinegoodresultofnuggetdiameterandhightensilestrengthandothermechanicalproperties,it’sobservedthatincrease inweldingcurrentinspotweldingofdissimilarmetalincreasesnuggetdiameter.
International Research Journal of Engineering and Technology (IRJET) e ISSN: 2395 0056
Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p ISSN: 2395 0072
VijayKamble[6]performsresistancespotweldingonlowcarbonsteelandexperimentandteststheeffectofvariousinput parameterssuchasweldforce,weldcurrent,weldtimeandthediameteroftheelectrodeontheT Sstrengthofspecimens.To findsettingoftheprocessparametersTaguchi'sexperimentaldesignmethodisusedandbyusingS/N ratio,andANOVA optimumparametercombinationwasdetermined.Intheexperiment1mmand2mmsheetisusedwithdifferentparameters. Iftheweldingcurrentandweldingtimeisincreasedtoahigherlevel,thenitwilldeterioratetheweldqualityandtheelectrode willgetoverheated.Thiswillalsonegativelyaffecttheweldstrength.
ShaikSafeeetal.[7],intheirstudy,carryoutmanyexperimentswithdifferentparameterssuchasweldingforce,welding currentandweldingtimetofindoutbestoutcomeandtheirinfluenceontheRSWprocess.Taguchidesignmethod,S/Nratio andANOVAareusedforcheckingtheeffectofdifferentparametersonspotwelding.2typesofspecimensofthickness0.8mm and1mmareusedwithdifferentprocessparameterlevelsandS/Nratio,directtensilestrengthismeasured.For0.8mm, weldingcurrentandweldingtimearearethemajorparametersandfor1mmspecimen,weldingcurrentandweldingforceare themajorparameters.
PampaGhoshetal.[8]selectedtwotypesofIFHSmaterialfortheirstudywhicharebatchannealedIFHSandcontinuous annealedIFHS.Differentcompositions(C,N,P,S,Al,Mn,TiandNb)ofbothtypesofmaterialareusedtostudytheeffectof composition on IFHS. Scanning electron microscopy (SEM) is used to investigate microscopy and transmission electron microscopyisusedforstudyingprecipitationbehaviour.Boththinfoilmethodandcarbonextractionmethodisused.Inthis paperdifferentprecipitationrelationwithtextureandformabilityanditalsoeffect,strength,andremovalofCfromIFsteelis observed.
MinJou[9]observedthat itisimpossibletoexaminetheweldnuggetsizebythermalmodel,amethodtoidentifythenugget sizeistomeasuretheelectrodedisplacementcausedbythecombinedthermalexpansionandsolid to liquidvolumechangein theworkpieces,inthispaperitisdiscussedhowfactorslikedifferentpartfit upconditions,surfacecondition,basematerial canaffectdisplacementcurveandexperimentdoneinthisresearchpaperdiscussthephenomenonofhowchangesof%heat inputaffecttheelectrodedisplacementcurve.
ThematerialusedintheexperimentisInterstitialFree(IF)Steel.IFsteelisatypeofsteelwithnointerstitialsoluteatomsto strainthesolidironlatticewhichresultsinasoftsteel.IFsteelshaveinterstitialfreeBodyCentredCubic(BCC)ferritematrix. SincealloyingelementslikeMnandSiarepresentintheIFSteel,ithasverygoodmechanicalproperties[2].Sincethefraction of precipitate in IF steel is very low hence, it is also called as Clean Steel. Vacuum degassing is used to eliminate carbon monoxide and other such gases and hence IF steel has less percentage of carbon. There are very minimal changes in the mechanical propertiesofIF steel with the passage oftimesince the carbonatomsintheinterstitial sitesare replacedby TitaniumwhichformsTitaniumCarbide.IF steelshavehighformabilityandstrainratewhereasitsyieldstrengthisverylow [8]
Table 1
%)
C Si Mn P S N Al Nb TI
0.002 0.01 0.15 0.01 0.01 0.0025 0.04 0.016 0.025
Theweldinginputparametersinanyweldingareveryimportant.Ifanyoneparameterischangedthenitwillaffectallthe otherparametersandtheoverallqualityoftheweldwillalsobeaffected.Theoptimizedspot weldingparameterwillresultin highstrengthjointsandimprovedweldquality.Weldinginputparameterswhichareconsideredduringtheexperimentswere:
Welding time: Weldingtimereferstothetimeintervalduringwhichtheweldcurrentispassedthroughthemetalsheetstobe welded.Astheheatgenerationincreases,weldingtimealsoincreases.Afterpassingtheweldcurrenttheheatpassesthrough theweldareaandinthemetalsheetandalsotheheatgetsdissipatedfromtheopensurfacetothenearbysurroundings,which resultsintheformationofweldifproperweldtimeisgiven.Iftheweldtimeisstretchedthenexpulsioncanoccurandeventhe electrodemaygetdistorted.[4]
International Research Journal of Engineering and Technology (IRJET) e ISSN: 2395 0056
Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p ISSN: 2395 0072
Welding Current: Weldingcurrentisdefinedastheelectricity/currentflowingthroughtheelectrodetothemetalsheetbeing welded. With the rise in weld current, the dimensions of the weld nugget increase. But if the current is very large then expulsionsmayoccurandcancausedamagetotheelectrode.[4]
Electrode Force or Pressure per square inch: Theelectrodeforcehelpsinsqueezingthemetalsheetstobejoinedtogether. Theforceshouldbehighenoughotherwisethequalityoftheweldwillgetcompromised.Buttheelectrodeforceshouldnotbe verylargebecauseifforceisverylargethentheareaofcontactwillgetincreasedanditmayleadinlowdensityofcurrentand lesscontactresistance.This,inturn,willdecreasetheheatbeinggeneratedandwillreducethediameterofweldnugget.[4]
TheprocessparametersrangewasdeterminedbytheDesignofExperiment(DOE)approach.Apparently,manyweldingtests werefound,butafterthetrialtests,thefeasibleworkingrangewasdetermined.Differentcombinationsofweldingparameters wereusedinthetestandthenuggetwascheckedtodecidewhetherthetestingvalueiscorrect.Thegiventablerepresentsthe selectedweldingprocessparametersrangeasrestparametersresultedinweldingdefectsandincompletepenetration.
Table 2: ProcessparameterswiththeirvaluesatthreedifferentlevelsinDOE
Levels Welding time cycle (ms) (A) Welding current ka) (B) Pressure per sq. inch (C) 1 5.00 15 50.00 2 12.50 45 67.50 3 20.00 75 85.00
Figure 2:IFSteelSheetspostWelding
TheTensileshearstrengthtestisameasuretodeterminetheweldquality[7].Inthisexperimentalstudy,thetestswere conductedonthespecimenwhoselengthwas100mm,width25mmandthickness1.2mm,asshowninthefigure2.
Inordertogethighqualitywithoutcompromisingthecost,theTaguchiDesignMethodoptimizestheinputparameters.Itis sobecausetheoptimizedinputparametersobtainedfromtheTaguchianalysisdoesnotchangewithchangesinsurroundingsor anyotherchanges.Inthisstudy,TaguchimethodwasusedwhereinexperimentsweredonebyapplyingL9OrthogonalArray
International Research Journal of Engineering and Technology (IRJET) e ISSN: 2395 0056
Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p ISSN: 2395 0072
with3parameters(pressure,weldingtimeandweldingcurrent)with3distinguishedlevels.Iftherearemoreinputparameters thennumberofexperimentstobedonealsobecomesmoreduetowhichthecomplexityalsoincreases.So,tosolvethisproblem, TaguchiDesignmethodisusedwhereinaspecialorthogonalmatrixisdevelopedwhichdecreasesthenumberofexperiments after optimizing the entire input parameters. This orthogonal array helps the designer to study the impact of multiple controllable factors and their variations in a rapid wayand also decreases the cost.Hence, all the workpieces used in the experiment are welded by the help of designof experiment mentioned inthebelowtable, inwhichwehaveconsidered3 WeldingParametersand3differentlevelsofeveryparameter.Hence,anineLevelArray(L9)forstudyingthelevelsofallthe3 parametersthreetimeshasbeenconstructed.TheL9orthogonalarrayismoreeffectiveascomparedtoL6arrayiftimeis availableandcostisnotanissueasinL9,thereare3levelsandallofthemaretestedbyalltheparameters.Andthiscostwillbe obviouslylessthanthecompleteanalysis,asthenumberneededforentirefactorialanalysiswillbeN=LP=33=27;whereN= numberofexperiments,L=numberofLevelsandP=numberofParameters.[4]
Table 4: L9OrthogonalArray
Experiment Welding time (ms) Welding current(ka) Pressure per sq. inch
1 5 15 50 2 5 45 67.5 3 5 75 85 4 12.5 15 67.5 5 12.5 45 85 6 12.5 75 50 7 20 15 85 8 20 45 50 9 20 75 67.5
ThetensileshearstrengthtestwasperformedusingtheUniversalTestingMachinefortheentirespecimenmentionedin theL9Orthogonalarrayandtheresultsobtainedareasfollows:
Table 5: T Sstrengthtestresults
Experiment Welding time (ms) Welding current (ka) Pressure per sq. inch T s strength
1 5 15 50 10 2 5 45 67.5 6.95 3 5 75 85 10.67 4 12.5 15 67.5 11.05 5 12.5 45 85 9.73 6 12.5 75 50 10.80 7 20 15 85 10.25 8 20 45 50 10.45 9 20 75 67.5 10.40
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International Research Journal of Engineering and Technology (IRJET) e ISSN: 2395 0056
Volume: 09 Issue: 06 | Jun 2022 www.irjet.net p ISSN: 2395 0072
Figure 4: WeldafterTensileshearstrengthtest
Alossfunctionisdefinedtocalculatethedeviationbetweentheexperimentalvalueandthedesiredvalue.Thisvalueis furthertransformedintoaSignaltoNoise(S/N)Ratio. Thelossfunctionofthe“largerthebetter”characteristicisgivenas:
µ= 10*log(1/N)*
TheS/Nratioforeachlevelofprocessparametersiscomputedbythehelpof“Minitab”softwareandisgivenbelow:
Table 6: S/Nratiovalues Experiment Welding time(ms) Welding current(ka) Pressure/in2 T s strength S/n ratio 1 5 15 50 10 20.00 2 5 45 67.5 6.95 16.84 3 5 75 85 10.67 20.56 4 12.5 15 67.5 11.05 20.86 5 12.5 45 85 9.73 19.76 6 12.5 75 50 10.80 20.69 7 20 15 85 10.25 20.21 8 20 45 50 10.45 20.38 9 20 75 67.5 10.40 20.34
International Research Journal of Engineering and Technology (IRJET) e ISSN: 2395 0056
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Thefigure5showstheS/NratiographwherethehorizontallineisthevalueofthetotalmeanoftheS/Nratio.Basically,the largertheS/Nratio,thebetteristhequalitycharacteristicforthetensileshearstrength.
ThemainaimofANOVAistoinvestigatethedesignparametersandtoindicatewhichparametersaresignificantlyaffectingthe outputparameters.Intheanalysis,thesumofsquaresandvariancearecalculated.F testvalueat95%confidencelevelisused todecidethesignificantfactorsaffectingtheprocessandpercentagecontributioniscalculated.[6]
Thetables7.1and7.2showstheresultsobtainedfromtheANOVA
Table 7.1:AnalysisofVarianceforSNratio
Source DF Seq SS Adj SS Adj MS F P %C Welding time 2 3.7939 1.2860 0.64299 1.13 0.553 27.97 Welding current 2 9.0392 6.6889 3.34446 5.90 0.280 66.64 Pressure 2 0.1624 0.1624 0.08120 0.14 0.14 1.19 Residual error 1 0.5673 0.5673 0.56727 Total 7 13.5673
AccordingtoANOVAanalysisasshownintheabovetable,themosteffectiveparameterswithrespecttotensileshearstrength isweldingcurrent(66.64%)followedbyweldingtime(27.97%)andthenfinallypressure(1.19%).
International Research Journal of Engineering and Technology (IRJET) e ISSN: 2395 0056
Table 7.2:ResponsetableforSNratios
Level Welding time Welding current Pressure 1 19.13 20.36 20.35 2 20.43 18.99 19.35 3 20.31 20.52 20.18 Delta 1.30 1.53 1.00 Rank 2 1 3
AspertheS/Nratioanalysisfromtheabovetable,thelevelsofparameterstobesetforgettingoptimumvalueofT Sstrength areA2B3C1.
Thisexperimentwasperformedtooptimizethespot welding processparameterstofind outthemaximumtensileshear strengthofthespotweldedjointofIFsteelsheet.BasedontheANOVAmethod,thehighlyeffectiveparametersontensileshear strengthwerefoundasweldingcurrentandweldingtime,whereaspressurewasleasteffectivefactor.Forafactorwitha higher percent contribution, a small variation will have a great influence on the performance. An optimum parameter combination (A2B3C1) for the maximum tensile shear strength was obtained by using the analysis of S/N ratio. The experimentalresultsconfirmedthevalidityofTaguchimethodforenhancingtheweldingperformanceandoptimizingthe weldingparametersinresistancespotweldingoperations.
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