FAILURE MODE IDENTIFICATION THROUGH CLUSTERING ANALYSIS.pdf
ABSTRACTResearchhasshownthatnearly80%ofthecostsandproblemsarecreatedinproductdevelopmentand
thatcostandqualityareessentiallydesignedintoproductsintheconceptualstage.Currentlyfailure
identificationprocedures(suchasFMEA,FMECAandFTA)anddesignofexperimentsarebeingusedfor
qualitycontrolandforthedetectionofpotentialfailuremodesduringthedetaildesignstageorpostproduct
launch.Thoughallofthesemethodshavetheirownadvantages,theydonotgiveinformationasto
whatarethepredominantfailuresthatadesignershouldfocusonwhiledesigningaproduct.Thiswork
usesafunctionalapproachtoidentifyfailuremodes,whichhypothesizesthatsimilaritiesexistbetween
differentfailuremodesbasedonthefunctionalityoftheproduct/component.Inthispaper,astatistical
clusteringprocedureisproposedtoretrieveinformationonthesetofpredominantfailuresthatafunction
experiences.Thevariousstagesofthemethodologyareillustratedusingahypotheticaldesignexample. 非常感谢版主!我很需要这样的资料!谢谢! differentfailuremodesbasedonthefunctionalityoftheproduct/component.Inthispaper,astatistical
clusteringprocedureisproposedtoretrieveinformationonthesetofpredominantfailuresthatafunction
experiences.Thevariousstagesofthemethodologyareillustratedusingahypotheticaldesignexample.
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