Failure Modes and Effects Analysis (FMEA)
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Transcript of Failure Modes and Effects Analysis (FMEA)
Prof.RobLeachmanIEOR130Fall,2013
9/3/13 FMEA Rob Leachman 1
Definition:FMEAisasystematicapproachtothemanagementofproductorprocessdevelopment.Itinvolves: Identifyingallpotentialwaysaproductorprocesscouldfail
Identifyingtheeffectsorconsequencesofsuchfailures
Identifyingandimplementingmethodsormeasurestoeliminateorreducethechanceofsuchfailuresoccurring
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FMEAgeneratesalivingdocumentfortheproductorprocessdelineatingallknownfailuremodes,theireffects,andthemitigationmeasuresimplementedtoprecludefailures.
Formalapplicationsbeganintheaerospaceindustryinthemid1960s.Subsequently,FMEAwasadoptedbymanyotherindustries(e.g.,automotive,semiconductors).
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Developmentofanewprocessflowtofabricateintegratedcircuitsisdividedintomodulescorrespondingtomajorprocesssteps(e.g.,aphotolithographystepmodule,aplasmaetchingstepmodule,andsoon).
Typically,eachmoduleincludesoneormoremeasurementsperformedasthelastsubstep(s)ofthemodulethatprovethatnoneofthefailuremodesarepresentbeforethesiliconwafersarepassedtothenextmodule.
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FMEAismosteffectivewhenperformedbeforeadesignisreleasedratherthanafterthefact Thefocusshouldbeonfailurepreventionratherthanjustfailuredetection
Assuch,FMEAisastandardengineeringmanagementpracticeusedinthedevelopmentofnewproducts
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DesignFMEA examinesthefunctionsofacomponent,subsystemormainsystem Potentialfailuresfromincorrectmaterialchoiceorinappropriatespecifications
Example:AirBag(excessiveairbaginflatorforce) ProcessFMEA examinestheprocessesusedtomakeacomponent,subsystemormainsystem Potentialfailuresfromincorrectassemblyorexcessprocessvariationresultinginoutofspecproduct
Example:AirBagassemblyprocess(carassemblylineoperatormightnotinstallairbagproperlysuchthatitmightnotengageduringimpact)
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BasicandSecondaryFunctions verbnoundescriptionsofwhatproduct(process)does. BasicFunction:ingresstoandegressfromvehicle Secondaryfunctions protectoccupantfromnoise
FailureMode physicaldescriptionofafailure. noiseentersatdoortoroofinterface
FailureEffects impactoffailureonpeople,equipment driverdissatisfaction
FailureCause referstocauseofthefailure insufficientdoorseal
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Identifypotentialfailuremode
Identifypotentialeffect(s)offailuremode
Identifypotentialcause(s)offailuremode
Evaluatecurrentcontrolsordesignverificationprocess
Determineseverity
Determineoccurrence
Determinedetectability
Determineriskprioritynumber(RPN)
Identifyactionsleadingtoimprovement
Severityisaratingcorrespondingtotheseriousnessofaneffectofapotentialfailuremode.(Scale:110.1:noeffectonoutput,5:moderateeffect,8:seriouseffect,10:hazardouseffect)
Occurrenceisaratingcorrespondingtotherateatwhichafirstlevelcauseanditsresultantfailuremodewilloccuroverthedesignlifeofthesystem,overthedesignlifeoftheproduct,orbeforeanyadditionalprocesscontrolsareapplied.(Scale:110.1:failureunlikely,5:occasionalfailure,8:high#offailureslikely,10:failurescertain)
Detectionisaratingcorrespondingtothelikelihoodthatthedetectionmethodsorcurrentcontrolswilldetectthepotentialfailuremodebeforetheproductisreleasedforproductionfordesign,orforprocessbeforeitleavestheproductionfacility.(Scale:110.1:willdetectfailure,5:mightdetectfailure,10:almostcertainnottodetectfailures)
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TheRPNidentifiesthegreatestareasofconcern.Itcombinestheassessmentsofthe
(1)Severityrating,(2)Occurrencerating,and(3)Detectionratingforapotentialfailuremode.
RPN=SeverityRatingxOccurrenceRatingxDetectionRating
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Theseverityis9or10(potentiallyhazardousfailures),OR
SeverityratingxOccurrenceratingishigh,OR RPN(severityxoccurrencexdetection)ishigh. NoabsoluterulesforwhatisahighRPNnumber.Rather,failuremodesoftenareviewedonarelativescale(i.e.,highestRPNisaddressedfirst).
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CompaniesoftenidentifyspecialproductcharacteristicswithanappropriatesymbolontheFMEAworksheet.
Thesespecialcriticalcharacteristics(CCs)aretypicallyitemswhichaffectregulatorycompliance,suchasitemswhichrequireawarninggiventoconsumersorspecialprocesscontrols.
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AsfirststepstowardgeneratinganFMEAdocument,itisoftenusefulto Performafunctionalanalysis,then GenerateFMEAcauseandeffectdiagrams.
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Identifythebasicandsecondaryfunction(s) ofproductsorprocessesusingverbnounrelationships.
Basicfunctions:specificfunctionswhichaproductorprocessisdesignedtodo. Mousetrapexample:basicfunctionistoKillMouseorCatchMouse.
Secondaryfunctions:allotherfunctionswhicharesubordinatetothebasicfunction(e.g.,closetrap).
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Afailuremodeistypicallyjusttheinabilitytoperformafunctionidentifiedinthefunctionalanalysis.
Example:Describefailuremodesforacardoor: Basicfunction:ingress/egressvehicle
Failuremodes:doordoesnotopen,doorsticks,doordoesnotopenwideenough
SecondaryFunction:protectoccupantfromnoise FailureMode:doordoesnotseal,doorheaderleaks
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Methods
Machinery
Material
People
Environment
FailureMode
DownstreamProcess
EndUserOperation
CustomerSafety
Causes Effects
Note:failuremodemayhavemultiplecausesand/ormultipleeffects
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Methods:Lackofproperwarnings
Machinery:Regulatornotfunctioning
Material:Bagmaterialtooabrasive
People:Passengertoosmall Environment:
Passengernotwearingseatbelt
FailureMode Injurelightweightpassenger
Bruisepassengerincrash
Killsmallchildren
Causes Effects
Occupantunabletoabsorbinflationforce
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PartorProcessNameAutomotivePassengerAirBagSystem
SuppliersandPlantsAffected
Design/MfgResponsibility
ModelDate
OtherAreasInvolved EngineeringChangeLevel
ProcessOperation,
ProductFunctionorPurpose
PotentialFailureMode
PotentialEffect(s)ofFailure
SEV
CC
PotentialCause(s)ofFailure
OCC
CurrentControlsEvaulationMethod
DET
S*O
RPN
RecommendedAction(s)
Inflateairbag Bagdoesnotopenonimpact InjurePassenger 8 *Sensorisnotfunctioningproperly
2Lighttonotifysystemismalfucntioning
6 16 96 Addredundantsensortomonitorimpact
Restrainpassenger
Occupantunabletowithstandinflationforce
Injurelightweightpassenger 8 *
Passengernotwearingseatbelt 4 None 10 32 320
1)Installswitchwhichdeactivatesairbagsystemunlessseatbeltisworn
2)Consumereducationofairbagsystempotentialfailures
Bruisepassengerincrash 3
Forceregulatornotworking 2
Repeatabilitytestsinlab 3 6 18
LastcolumnsofFMEAWorksheetareusedtoidentifyimprovementplan: Recommendedactions Identifyresponsibilitytocompleteactions Identifytargetdatestocompleteactions ListactionstakenandreassessRPN
LikeotherQualityControlmethodologies,FMEAusesaMeasureAnalyze ImproveControlcycle.
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