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1、Designation:E739?10(Reapproved2015)StardPracticefStatisticalAnalysisofLinearLinearizedStressLife(SN)StrainLife(εN)FatigueData1ThisstardisissuedunderthefixeddesignationE739thenumberimmediatelyfollowingthedesignationindica
2、testheyearofiginaladoptioninthecaseofrevisiontheyearoflastrevision.Anumberinparenthesesindicatestheyearoflastreapproval.Asuperepsilon()indicatesaneditialchangesincethelastrevisionreapproval.1.Scope1.1Thispracticecoverson
3、lySNεNrelationshipsthatmaybereasonablyapproximatedbyastraightline(onappropriatecodinates)faspecificintervalofstressstrain.Itpresentselementaryproceduresthatpresentlyreflectgoodpracticeinmodelinganalysis.Howeverbecausethe
4、actualSNεNrelationshipisapproximatedbyastraightlineonlywithinaspecificintervalofstressstrainbecausetheactualfatiguelifedistributionisunknownitisnotrecommendedthat(a)theSNεNcurvebeextrapolatedoutsidetheintervaloftesting(b
5、)thefatiguelifeataspecificstressstrainamplitudebeestimatedbelowapproximatelythefifthpercentile(P.0.05).Asalternativefatiguemodelsstatisticalanalysesarecontinuallybeingdevelopedlaterrevisionsofthispracticemaysubsequentlyp
6、resentanalysesthatpermitmecompleteinterpretationofSNεNdata.2.ReferencedDocuments2.1ASTMStards:2E206DefinitionsofTermsRelatingtoFatigueTestingtheStatisticalAnalysisofFatigueDataReplacedbyE1150(Withdrawn1988)3E468Practicef
7、PresentationofConstantAmplitudeFatigueTestResultsfMetallicMaterialsE513DefinitionsofTermsRelatingtoConstantAmplitudeLowCycleFatigueTestingReplacedbyE1150(Withdrawn1988)3E606E606MTestMethodfStrainControlledFatigueTesting3
8、.Terminology3.1ThetermsusedinthispracticeshallbeusedasdefinedinDefinitionsE206E513.Inadditionthefollowingterminologyisused:3.1.1dependentvariable—thefatiguelifeN(thelogarithmofthefatiguelife).3.1.1.1Discussion—Log(N)isde
9、notedYinthispractice.3.1.2independentvariable—theedcontrolledvariable(namelystressstrain).ItisdenotedXinthispracticewhenplottedonappropriatecodinates.3.1.3lognmaldistribution—thedistributionofNwhenlog(N)isnmallydistribut
10、ed.(Accdinglyitisconvenienttoanalyzelog(N)usingmethodsbasedonthenmaldistribution.)3.1.4replicate(repeat)tests—nominallyidenticaltestsondifferentromlyedtestspecimensconductedatthesamenominalvalueoftheindependentvariableX.
11、Suchreplicaterepeattestsshouldbeconductedindependentlyfexampleeachreplicatetestshouldinvolveaseparatesetofthetestmachineitssettings.3.1.5runout—nofailureataspecifiednumberofloadcycles(PracticeE468).3.1.5.1Discussion—Thea
12、nalysesillustratedinthispracticedonotapplywhenthedataincludeeitherrunouts(suspendedtests).MeoverthestraightlineapproximationoftheSNεNrelationshipmaynotbeappropriateatlongliveswhenrunoutsarelikely.3.1.5.2Discussion—Fpurpo
13、sesofstatisticalanalysisarunoutmaybeviewedasatestspecimenthathaseitherbeenremovedfromthetestisstillrunningatthetimeofthedataanalysis.4.SignificanceUse4.1Materialsscientistsengineersaremakingincreaseduseofstatisticalanaly
14、sesininterpretingSNεNfatiguedata.Statisticalanalysisapplieswhenthegivendatacanbereasonablyassumedtobearomsampleof(representationof)somespecificdefinedpopulationuniverseofmaterialofinterest(underspecifictestconditions)iti
15、sdesiredeithertoacterizethematerialtopredicttheperfmanceoffutureromsamplesofthematerial(undersimilartestconditions)both.1ThispracticeisunderthejurisdictionofASTMCommitteeE08onFatigueFractureisthedirectresponsibilityofSub
16、committeeE08.04onStructuralApplications.CurrenteditionapprovedOct.12015.PublishedNovember2015.iginallyapprovedin1980.Lastpreviouseditionapprovedin2010asE739–10.DOI:10.1520E073910R15.2FreferencedASTMstardsvisittheASTMwebs
17、itewww.astm.gcontactASTMCustomerServiceat.FAnnualBookofASTMStardsvolumeinfmationrefertothestard’sDocumentSummarypageontheASTMwebsite.3Thelastapprovedversionofthishisticalstardisreferencedonwww.astm.g.Copyright?ASTMIntern
18、ational100BarrHarbDrivePOBoxC700WestConshohockenPA194282959.UnitedStates1NisassumedtobethesameatlowSεlevelsasathighlevelsofSε).AccdinglylogNisusedasthedependent(rom)variableinanalysis.ItisdenotedY.Theindependentvariablei
19、sdenotedX.ItmaybeeitherSεlogSlogεrespectivelydependingonwhichappearstoproduceastraightlineplotftheintervalofSεofinterest.ThusEq1Eq2maybereexpressedasY5A1BX(3)Eq3isusedinsubsequentanalysis.ItmaybestatedmepreciselyasYX5A1B
20、XwhereYXistheexpectedvalueofYgivenX.NOTE4—Ftestingtheadequacyofthelinearmodelsee8.2.NOTE5—TheexpectedvalueisthemeanoftheconceptualpopulationofallY’sgivenaspecificlevelofX.(Themedianmeanareidenticalfthesymmetricalnmaldist
21、ributionassumedinthispracticefY.)6.TestPlanning6.1TestplanningfSNεNtestprogramsisdiscussedinChapter3ofRef(1).4Plannedgrouping(blocking)romizationareessentialfeaturesofawellplannedtestprogram.Inparticulargoodtestmethodolo
22、gyinvolvesuseofplannedgroupingto(a)balancepotentiallyspuriouseffectsofnuisancevariables(fexamplelabatyhuity)(b)allowfpossibletestequipmentmalfunctionduringthetestprogram.7.Sampling7.1Itisvitalthatsamplingproceduresbeadop
23、tedthatassurearomsampleofthematerialbeingtested.Aromsampleisrequiredtostatethatthetestspecimensarerepresentativeoftheconceptualuniverseaboutwhichbothstatisticalengineeringinferencewillbemade.NOTE6—Aromsamplingprocedurepr
24、ovideseachspecimenthatconceivablycouldbeed(tested)anequal(known)opptunityofactuallybeingedateachstageofthesamplingprocess.Thusitispopracticetousespecimensfromasinglesource(plateheatsupplier)whenseekingaromsampleofthemate
25、rialbeingtestedunlessthatparticularsourceisofspecificinterest.NOTE7—Proceduresfusingromnumberstoobtainromsamplestoassignstressstrainamplitudestospecimens(toestablishthetimederoftesting)aregiveninChapter4ofRef(2).7.1.1Sam
26、pleSize—TheminimumnumberofspecimensrequiredinSN(εN)testingdependsonthetypeoftestprogramconducted.ThefollowingguidelinesgiveninChapter3ofRef(1)appearreasonable.TypeofTestMinimumNumberofSpecimensAPreliminaryexplaty(explaty
27、researchdevelopmenttests)6to12Researchdevelopmenttestingofcomponentsspecimens6to12Designallowablesdata12to24Reliabilitydata12to24AIfthevariabilityislargeawideconfidencebwillbeobtainedunlessalargenumberofspecimensareteste
28、d(See8.1.1).7.1.2Replication—ThereplicationguidelinesgiveninChapter3ofRef(1)arebasedonthefollowingdefinition:%replication=100[1?(totalnumberofdifferentstressstrainlevelsusedintestingtotalnumberofspecimenstested)]TypeofTe
29、stPercentReplicationAPreliminaryexplaty(researchdevelopmenttests)17to33minResearchdevelopmenttestingofcomponentsspecimens33to50minDesignallowablesdata50to75minReliabilitydata75to88minANotethatpercentreplicationindicatest
30、heptionofthetotalnumberofspecimenstestedthatmaybeusedfobtaininganestimateofthevariabilityofreplicatetests.7.1.2.1ReplicationExamples—Goodreplication:Supposethattenspecimensareusedinresearchdevelopmentfthetestingofacompon
31、ent.Iftwospecimensaretestedateachoffivestressstrainamplitudesthetestprograminvolves50%replications.Thispercentreplicationisconsideredadequatefmostresearchdevelopmentapplications.Poreplication:Supposeeightdifferentstresss
32、trainamplitudesareusedintestingwithtworeplicatesateachoftwostressstrainamplitudes(noreplicationattheothersixstressstrainamplitudes).Thistestprograminvolvesonly20%replicationwhichisnotgenerallyconsideredadequate.8.Statist
33、icalAnalysis(LinearModelY=ABXLogNmalFatigueLifeDistributionwithConstantVarianceAlongtheEntireIntervalofXUsedinTestingNoRunoutsSuspendedTestsBothCompletelyRomizedDesignTestProgram)8.1Fthecasewhere(a)thefatiguelifedatapert
34、aintoaromsample(allYiareindependent)(b)thereareneitherrunoutsnsuspendedtestswhereftheentireintervalofXusedintesting(c)theSNεNrelationshipisdescribedbythelinearmodelY=ABX(mepreciselybyYX5ABX)(d)the(twoparameter)lognmaldis
35、tributiondescribesthefatiguelifeN(e)thevarianceofthelognmaldistributionisconstantthemaximumlikelihoodestimatsofABareasfollows:A?5Y2B?X(4)B?5(i51k~Xi2X!~Yi2Y!(i51k~Xi2X!2(5)wherethesymbol“caret”(^)denotesestimate(estimat)
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