FAILURE AND CRITICALITY ANALYSIS

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FAILURE AND CRITICALITYANALYSISME 481 Senior Design IFall 2019Dr. Trevor C. Sorensen

The Engineer’sCrystal BallA. Trimble, T. Sorensen, Z. SongME 481 – Fall 20192 of 57

The Engineer’s Crystal Ball Quality is a relative term often based on customerperception or the degree to which a product meetscustomer expectations Traditionally quality activities have focused ondetecting manufacturing and material defects thatcause failures early in the life cycle Today, activities focus on finding and preventingfailures before they can occurEmphasis on Failure PreventionA. Trimble, T. Sorensen, Z. SongME 481 – Fall 20193 of 57

The Engineer’s Crystal BallInfant MortalityNormal (Useful) LifeEnd-of-LifeDecreasing Failure RateLow Random Failure RateIncreasing Failure RateA. Trimble, T. Sorensen, Z. SongME 481 – Fall 20194 of 57

The Engineer’s Crystal BallA. Trimble, T. Sorensen, Z. SongME 481 – Fall 20195 of 57

The Engineer’s Crystal BallRELIABILITY/FAULT ANALYSIS PROCEDURESHW/SW ANDHUMAN ERRORSHARDWARE/SOFTWAREFAILURESA. Trimble, T. Sorensen, Z. SongME 481 – Fall 20196 of 57

The Engineer’s Crystal BallFault TreetA. Trimble, T. Sorensen, Z. SongME 481 – Fall 20197 of 57

The Engineer’s Crystal BallRELIABILITY/FAULT ANALYSIS PROCEDURESHW/SW ANDHUMAN ERRORSHARDWARE/SOFTWAREFAILURESA. Trimble, T. Sorensen, Z. SongME 481 – Fall 20198 of 57

ReliabilityAnalysisA. Trimble, T. Sorensen, Z. SongME 481 – Fall 20199 of 57

Reliability Analysis Reliability is “the probability that a device willfunction without failure over a specified time periodor amount of usage.” [IEEE, 1984]– basic reliability is for no failure of any kind– mission reliability is for no failure that impairs themission - this is the more important reliability for spacemissions and if no qualifier appears before the word“reliability” it is assumed to mean “mission reliability”– Basic equation for reliability for a single function notsubject to wear-out failures:R e- twhere R is the probability that the item will operate without a failure for time t(success probability) and is the failure rateA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201910 of 57

Reliability Analysis– The probability of failure, F is:F 1-R– For a vehicle made up of n nonredundant elements, allequally essential for vehicle operation, the system (or series)reliability, Rs, is:n- itRs Ri e1where Ri (i 1 n) is the reliability and i the failure rate of individualcomponents.– For failure probabilities ( t) 0.1 or R 0.9, thene- t 1 - tA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201911 of 57

Reliability Analysis– For a system with n elements in parallel where eachof these elements can by itself satisfy therequirements, the parallel (or redundant) reliability,Rp, is given by:nRp 1 - (1 - Ri)1– When the reliability of the parallel elements is equal(Ra) the above equation simplifies to:Rp 1 - ( 1 - Ra)nA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201912 of 57

Reliability AnalysisSeries and Parallel Reliability ModelsA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201913 of 57

Reliability AnalysisEffect of Partitioning on Reliabilityt is the time from start of the missionR is the mission reliability or theprobability that at least essentialmission elements will surviveN is the number of individual blocks is the failure rate of an individualblock 1/MTBF, where MTBF is the meantime between failures for each blockFor the whole system:Rs exp(- st) where s is 1/MTBF forthe whole systemA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201914 of 57

Reliability AnalysisA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201915 of 57

Reliability AnalysisA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201916 of 57

Reliability AnalysisA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201917 of 57

Reliability Analysis Design life is the intended operational time ofmission– important parameter for reliability program– determines amount of consumables that must be provided– establishes quality and test requirements for items subjectto wear-out (e.g., batteries, solar cells, bearings)– mission reliability calculated at the design life is themission success probability ( 1.0)– Expected life is less than the design life– Mean mission duration, MMD, given by:MMD TdRwhere T is horiz. time line and dR is the associated increment in reliability– MMD expresses avg. mission duration at 100% reliability– MMD is frequently used as a FoM for reliabilityA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201918 of 57

Reliability Analysis Mission effectiveness is a single metric thatrepresents the reliability weighted by the operationalcapability level to which that reliability is applicable– mission effectiveness gives credit for what a vehicle canstill do after a partial failure– can be used as an alternative to mission reliability tobetter express what is really required– specifying mission effectiveness generally reduces bothcost and development time compared to specifyingmultiple reliability values– effectiveness curve will lie above the reliability curvewhen the latter is constructed for the entire system– complement of mission effectiveness (area aboveeffectiveness curve) represents the failure probabilityweighted by the consequence of the failureA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201919 of 57

Reliability AnalysisFrequently Used Reliability ConceptsAvg. reliability RdtMMD TdRMMD is Mean Mission DurationDesign life is governed by wear-out and expendable stores. Mean mission duration is less thandesign life because failures can terminate a mission before end-of-life conditions are reached. tA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201920 of 57

The Engineer’s Crystal BallRELIABILITY/FAULT ANALYSIS PROCEDURESHW/SW ANDHUMAN ERRORSHARDWARE/SOFTWAREFAILURESA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201921 of 57

Failure Mode & Effects Analysis(FMEA)Failure Mode, Effects & CriticalityAnalysis (FMECA)A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201922 of 57

FMEA/FMECADefinition A methodology to analyze and discover:– All potential failure modes of a system– The effects these failures have on the system– How to correct or mitigate the failures or effects on the system FMEA and CIL (Critical Items List) evaluations also crosscheck safety hazard analyses for completeness Together FMEA and CIL are sometimes call Fault Modes,Effect, and Criticality Analysis (FMECA)A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201923 of 57

FMEA/FMECABenefits FMECA is one of the most important tools of reliabilityanalysis and failure prevention– If done early enough in the design process it can havetremendous impact on removing causes for failure of developingsystems that can mitigate their effects.– FMECA exposes single point failure modes in a subsystemassumed to be redundant– FMECA identifies opportunities for functional redundancy– FEMCA permits components to assume a safe mode in theabsence of required signals or power– Failures are usually recorded at the part levelA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201924 of 57

FMEA/FMECABenefits Cost benefits associated with FMECA are usually expected tocome from the ability to identify failure modes earlier in theprocess, when they are less expensive to address.– “rule of ten” If the issue costs 100 when it is discovered in the field,then It may cost 10 if discovered during the final test But it may cost 1 if discovered during an incominginspection. Even better it may cost 0.10 if discovered during thedesign or process engineering phase.A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201925 of 57

FMEA/FMECAHistory The history of FMEA/FMECA goes back tothe early 1950s and 1960s.– U.S. Navy Bureau of Aeronautics, followed bythe Bureau of Naval Weapons– National Aeronautics and SpaceAdministration (NASA) Department of Defense developed andrevised the MIL-STD-1629A guidelinesduring the 1970s.A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201926 of 57

FMEA/FMECAHistory (cont.) Ford Motor Company published instructionmanuals in the 1980s and the automotiveindustry collectively developed standards inthe 1990s. Engineers in a variety of industries haveadopted and adapted the tool over the years.A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201927 of 57

FMEA/FMECAPublished Guidelines J1739 from the SAE for the automotive industry. AIAG FMEA-3 from the Automotive Industry ActionGroup for the automotive industry. ARP5580 from the SAE for non-automotive applications. Other industry and company-specific guidelines exist.For example:– EIA/JEP131 provides guidelines for the electronicsindustry, from the JEDEC/EIA.– P-302-720 provides guidelines for NASA’s GSFCspacecraft and instruments.– SEMATECH 92020963A-ENG for the semiconductorequipment industry.A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201928 of 57

FMEA/FMECASFMEA, DFMEA, and PFMEA When it is applied to interaction of parts it is calledSystem Failure Mode and Effects Analysis (SFMEA) Applied to a product it is called a Design Failure Modeand Effects Analysis (DFMEA) Applied to a process it is called a Process Failure Modeand Effects Analysis (PFMEA).A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201929 of 57

FMEA/FMECARelationship Between SFMEA, DFMEA, and PFMEASYSTEMDESIGNPROCESSMain SystemsSubsystemsComponentsMain SystemsSubsystemsComponentsFocusFocusMinimize failureeffects on theSystemMinimize failureeffects on nvironmentObjectivesObjectivesMaximizeSystem quality,reliabilityReduce cost andmaintenanceMaximize Designquality, reliabilityReduce cost andmaintenanceA. Trimble, T. Sorensen, Z. SongME 481 – Fall 2019FocusMinimize failureeffects on theProcessObjectivesMaximize Processquality, reliabilityReduce cost andmaintenance30 of 57

FMEA/FMECAFMEA/FMECA in Systems EngineeringA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201931 of 57

FMEA/FMECAFMEA/FMECA Procedure FlowchartA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201932 of 57

FMEA/FMECAFMEA/FMECA Procedure1.Review the design or process– Determine function of all components– Create functional and reliability block diagrams– Document all environments and missions of system2.3.4.5.6.7.8.9.10.Brainstorm potential failure modesList potential failure effectsAssign severity ratingsIdentify potential causes of each failure modeAssign occurrence ratingsList current controls for each causeAssign a detection ratingsCalculate the Risk Priority Number (RPN)Determine criticality of the failure, ranking & CIL– Develop CIL11. Develop action plan for follow-up or corrective actions12. Take action and reevaluate RPNA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201933 of 57

FMEA/FMECAStep 2: Failure Modes Definition: the manner in which a system, subsystem, or componentcould potentially fail to meet design intent In what ways can they fail? How likely is this failure? Do one or more components interact to produce a failure? Is this a common failure? Who is familiar with this particular item?Remember to consider:absolute failurepartial failureintermittent failureover functiondegraded functionunintended functionA. Trimble, T. Sorensen, Z. SongConsider potential failure modes under:Operating Conditions:o hot and coldo wet and dryo dusty and dirtyUsage:o above average life cycleo harsh environmento below average life cycleME 481 – Fall 201934 of 57

FMEA/FMECAStep 3: Potential Failure Effects Definition: Effects of the failure mode on the function asperceived by the customer/user Ask yourself- ”What would be the result of this failure?”or “If the failure occurs then what are the consequences” Describe the effects in terms of what the customer mightexperience or notice State clearly if the function could impact safety ornoncompliance to regulations Identify all potential customers. The customer may be aninternal customer, a distributor as well as an end user Describe in terms of product performanceA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201935 of 57

FMEA/FMECAStep 3: Examples of Failure Effects noise loss of fluid seizure of adjacentsurfaces loss of function no/low output loss of systemA. Trimble, T. Sorensen, Z. Song intermittent operationsrough surfaceunpleasant odorpoor appearancepotential safety hazardcustomer dissatisfiedME 481 – Fall 201936 of 57

FMEA/FMECA Step 4: SeverityDefinition: assessment of the seriousness of the effect(s)of the potential failure mode on the next component,subsystem, or customer if it occursSeverity applies to effectsFor failure modes with multiple effects, rate each effectand select the highest rating as severity for failure modeTypical scale: 1 Not Severe to 10 Very Severe1510 Examples (for car):– Cannot see out of front window – severity 9– Does not get warm enough – severity 5A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201937 of 57

FMEA/FMECAStep 5: Causes of Failure Modes Definition: an indication of a design weakness,the consequence of which is the failure mode Why do things fail? Every conceivable failure cause or mechanismshould be listed Each cause or mechanism should be listed asconcisely and completely as possible so effortscan be aimed at pertinent causesA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201938 of 57

FMEA/FMECAStep 5: Examples of Failure Modes Fatigue/fractureStructural overloadElectrical overloadWear (lube failure or contamination)Seal failureChemical attackOxidationMaterial removalRadiationSoftware errorsEtc.A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201939 of 57

FMEA/FMECAStep 6: Occurrence Definition: likelihood that a specific cause/ mechanismwill occur and create failure modes Obtain from past data if possible Removing or controlling the cause/mechanism through adesign change is the only way to reduce the occurrencerating Typical scale: 1 Not Likely to 10 Very Likely1A. Trimble, T. Sorensen, Z. Song5ME 481 – Fall 20191040 of 57

FMEA/FMECAStep 7: Current Controls Definition: activities which will assure the design adequacy for thefailure cause/mechanism under consideration Confidence Current Design Controls will detect cause andsubsequent failure mode prior to production, and/or will preventthe cause from occurring– If there are more than one control, rate each and select the lowest for thedetection rating Control must be allocated in the plan to be listed, otherwise it’s arecommended action Two types of Controls1. Prevention from occurring or reduction of rate2. Detection– detect cause mechanism and lead to corrective actions– detect the failure mode, leading to corrective actionsA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201941 of 57

FMEA/FMECAStep 7: Examples of Current Controls Type P control Type D controls– Warnings which alertproduct user to impendingfailure– Fail/safe features– Designprocedures/guidelines/specificationsA. Trimble, T. Sorensen, Z. SongME 481 – Fall 2019––––––––Road testDesign ReviewEnvironmental testFleet testLab testField testLife cycle testLoad test42 of 57

FMEA/FMECAStep 8: Detection Definition: Detection is the value assigned toeach of the detective controls If detection values are based upon internallydefined criteria, a reference must be included inFMECA to rating table with explanation for use Detection values of 1 must eliminate the potentialfor failures due to design deficiency Typical scale:1 Easy to Detect to 10 Difficult to Detect1A. Trimble, T. Sorensen, Z. Song5ME 481 – Fall 20191043 of 57

FMEA/FMECAStep 9: Risk Priority Number (RPN) Definition: RPN is the product of severity, occurrence,and detection scores Lowest detection rating is used to determine RPNSeverityX Occurrence XDetection RPN RPN is used to prioritize concerns/actions The greater the value of the RPN the greater theconcern RPN ranges from 1-1000 The team must make efforts to reduce higher RPNsthrough corrective action General guideline is over 100 recommended actionA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201944 of 57

FMEA/FMECAStep 10: Criticality and CIL Assign criticality categories based on redundancy,results of failure, safety, etc. Develop criteria for what failure modes are to beincluded in a Critical Items List (CIL) Develop screens to evaluate redundancy Analyze each critical item for ways to remove it, ordevelop “retention rationale” to support the premise thatthe risk be retained Cross check critical items with hazard reportsA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201945 of 57

FMEA/FMECAStep 10: Criticality Categories (Typical) 1 – Single failure point that could result in loss of vehicle orpersonnel 1R – Redundant items, where if all failed, the result would beloss of vehicle or personnel 1S – A single point of a system component designed to providesafety or protection capability against a potential hazardouscondition or a single point failure in a safety monitoring system(e.g., fire suppression system) 1SR – Redundant components, where if all failed, the result issame as 1S above 2 – Single point of failure that could result in loss of criticalmission support capability 3 – All otherA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201946 of 57

FMEA/FMECAStep 10: Analyze Critical Items Prepare retention rationale for item– What current design features minimize the probability ofoccurrence?– What tests can detect failure modes during acceptance tests,certification tests, checkout for operation?– What inspections can be performed to prevent the failuremode from being manufactured into hardware?– What failure history justifies the CIL retention?– How does operational use of the unit mitigate the hardwarefailure effect?– How does maintainability prevent the failure mode?A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201947 of 57

FMEA/FMECAStep 11: Actions Recommended Definition: tasks recommended for the purpose of reducing anyor all of the rankings Only design revision can bring about a reduction in the severityranking All critical or significant characteristics must have recommendedactions associated with them Recommended actions should be focused on design, and directedtoward mitigating the cause of failure, or eliminating the failuremode If recommended actions cannot mitigate or eliminate the potentialfor failure, recommended actions must force characteristics to beforwarded to process FMEA for process mitigationA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201948 of 57

FMEA/FMECAStep 11: Examples of Actions Perform:– Designed experiments– Reliability testing– Finite element analysis Revise design– Revise test plan– Revise material specificationA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201949 of 57

FMEA/FMECAStep 12: Action and Reevaluation All recommended actions must have a person assignedresponsibility for completion of the action Responsibility should be a name, not a title There must be a completion date accompanying eachrecommended action Unless the failure mode has been eliminated, severity should notchange Occurrence may or may not be lowered based upon the results ofactions Detection may or may not be lowered based upon the results ofactions If severity, occurrence or detection ratings are not improved,additional recommended actions must be definedA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201950 of 57

51FMEA/FMECATypical FMEA FormNote: FMECA Form would have CIL column after RPNIdentify failure modesand their effectsA. Trimble, T. Sorensen, Z. SongIdentify causes of thefailure modesand controlsME 481 – Fall 2019PrioritizeDetermine andassess actions51 of 57

FMEA/FMECAGeneral Instructions for FMECA Document Every FMECA should have an assumptions documentattached (electronically if possible) or the first line ofthe FMECA should detail the assumptions and ratingsused for the FMECA. Product/part names and numbers must be detailed in theFMECA header All team members must be listed in the FMECA header Revision date, as appropriate, must be documented inthe FMECA headerA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201952 of 57

FMEA/FMECAA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201953 of 57

FMEA/FMECAShort Term Uses of FMEA/FMECAA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201954 of 57

FMEA/FMECALong Term Uses of FMEA/FMECAA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201955 of 57

Bibliography MIL-STD-1629A , Procedures for Performing a Failure Mode, Effectsand Criticality Analysis, Nov. 1980. Sittsamer, Risk Based Error-Proofing, The Luminous Group, 2000 MIL-STD-882B, 1984. O’Conner, Practical Reliability Engineering, 3rd edition, Revised, JohnWiley & Sons,Chichester, England, 1996. QS9000 FMEA reference manual (SAE J 1739) Wertz, Everett, and Puschell (ed.), Space Mission Engineering: The NewSMAD, Microcosm Press, Hawthorne, CA, 2011/ McDerrmot, Mikulak, and Beauregard, The Basics of FMEA,Productivity Inc., 1996. TM 5-698-4, Failure Modes, Effects and Criticality Analysis (FMECA)for Command, Control, Communications, Computer, Intelligence,Surveillance, and Reconnaissance (C4ISR) Facilities, HQ, Departmentof the Army, September, 2006.A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201956 of 57

Space Spectaculars!STS-98 Launch2/7/2001MMIII LaunchVAFB 9/19/02Clementine’s View ofEarth Over Lunar NorthPole Mar. 1994A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201957 of 57

Backup SlidesA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201958 of 57

Alternative FMECA Form - 1A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201959 of 57

Alternative FMECA Form - 2A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201960 of 57

The Engineer’s Crystal BallRELIABILITY/FAULT ANALYSIS PROCEDURESA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201961 of 57

Operational ErrorsA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201962 of 57

Operational ErrorsA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201963 of 57

Operational ErrorsA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201964 of 57

Design for ReliabilityA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201965 of 57

Design for Reliability Reliability Program Plan (RPP) specifies thereliability objectives, assigns responsibility forachieving them, and establishes milestones forevaluating the achievements– RPP adds little to the cost of the program and is usefulfor even the smallest spacecraft programs– RPP serves as an agreement with other spacecraftfunctions regarding their responsibilities in support ofreliability– Most significant interfaces are with quality assurance,test, configuration management, and thermal controlA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201966 of 57

Design for Reliability Failure Reporting and Corrective Actions (FRACAS)– FRACAS informs concerned parties that a failure has beenobserved– FRACAS furnishes a record through which trends andcorrelations can be evaluated at a future time– FRACAS permits reassessment of the predicted failure ratesand is the basis for consequent modifications of the faultavoidance or fault tolerance provisions– an operating log is maintained for each part number withseparate records for each serial number– To establish a FRACAS the following must be identified: Scope of the activities (e.g., system test, field test, normal usage) Responsibility for cost and for report initiation Method and frequency of reporting (e.g., paper or electronic, eachincident or by time interval)A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201967 of 57

Design for Reliability– A typical FRACAS will contain the following information: Incident identification number (e.g., report serial number)Date, time and locale of the incidentPart no., name of the failed component, and its serial numberHigher level part or system identifiers (subsystem or majorcomponent)Lower level part or system identifiers (usually available only afterdiagnosis)Operation in progress and environmental conditions when failure wasdetectedImmediate and higher level effects of failureNames of individuals responsible for detection, verification, andanalysisDiagnosis of immediate, contributory and root causes of the failureDates and nature of repair and results of retestA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201968 of 57

Design for ReliabilityRepresentative Piece Part Failure Rates for High Reliability PartsValues are the failure rate, (failures in 109 hours)A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201969 of 57

Design for Reliability Mission failure probability is allocated to subsystemsand adjusted whenever requirements change– Allocation based on prior experience or uniformly tomajor subsystems– Weak link is a recognized subsystem whose complexity ordegree of innovation will contribute greatly to the failureprobability– The failure/value ratio, F/V, is the probability of missionfailure, F, for a subsystem divided by its estimatedresource requirements, VE F/VA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201970 of 57

Design for ReliabilityReliability Allocation to SubsystemsIn the allocation process,the values of F and V mustboth sum to those in thebox from which they wereallocatedValues shown are F, Vand E ( F/V)A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201971 of 57

Design for ReliabilityFailure Prevention Major causes of failures are workmanship anddesign– workmanship can be controlled by quality assurance– design failures occur primarily because: the strength of the component is not adequate for the theenvironment in which it is used, or the manufacturing process allows too much variability incomponent characteristics– Design failures can be controlled by allowingsufficient design margin and performing extensivetestingA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201972 of 57

Design for ReliabilityNote: RMA is Reliability, Maintainability, AvailabilityA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201973 of 57

Design for ReliabilityA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201974 of 57

Design for ReliabilityRedundancy Strategies for Fault ToleranceA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201975 of 57

Design for ReliabilityAttribute Control by ScreeningScreening rejects parts likely to fail in service.A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201976 of 57

Design for ReliabilityAttribute Control by Process ControlIn a controlled population fewer parts are near theacceptance limit than in a screened population.A. Trimble, T. Sorensen, Z. SongME 481 – Fall 201977 of 57

Design for ReliabilityFour Possible Outcomes and Their Probabilitiesfrom Two Independent, Probabilistic EventsA. Trimble, T. Sorensen, Z. SongME 481 – Fall 201978 of 57

Nov 18, 2019 · AIAG FMEA-3 from the Automotive Industry Action Group for the automotive industry. ARP5580 from the SAE for non-automotive applications. Other industry and company-specific guidelines exist. For example: –EIA/JEP131 provides guidelines for the electronics industry, from the

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