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6
Overview
SixSigma:-ADefinition-AppliedtoGE-GEQualityInitiative-WhyThisApproach?-OriginofSixSigma-The“BreakthroughStrategy”-ArrivingatSigmaSixSigmaStructureKeyConcepts&ToolsAPracticalExampleAnOverviewNotalotofDetails!!6
Overview
“SixSigma”
Ifwecan’texpresswhatweknowintheformofnumbers,wereallydon’tknowmuchaboutit.Ifwedon’tknowmuchaboutit,wecan’tcontrolit.Ifwecan’tcontrolit,weareatthemercyofchance.MikelJ.HarryPresident&CEOSixSigmaAcademy,Inc.ARigorousMethodforMeasuring&ControllingOurQuality“...willbringGEtoawholenewlevelofqualityinafractionofthe
timeitwouldhavetakentoclimbthelearningcurveonourown.”JohnF.Welch,Jr.1995GEAnnualReport6
Overview
WhatDoes“Sigma”Mean?
SigmaisaMeasureoftheConsistencyofaProcessIt(isAlsothe18thLetterintheGreekAlphabet!WhyDoesGENeedAQualityInitiative?GERaisingTheBarNewGoaltobe“BestintheWorld”vs.#1or#2CustomersareExpectingMore,weMustDeliver“Ship-and-fix”ApproachnoLongerToleratedintheMarketAimtoSpeedPastTraditionalCompetitorsin5YearsGoalConsistentwithReducedTotalCostsWeMustAcknowledgeOurVulnerabilitiesPoorQualityThatImpactsCustomersProblemswithNPITooHighInternalCosts6
Overview
WeNeedaMajorInitiativetoMoveFromWhereweAretoWhereweWanttobe6
Overview
WhyDoesGENeedAQualityInitiative?40%35%30%25%20%10%15%5%CostofFailure(%ofSales)DefectsperMillion3.4233621066,807308,537500,000Sigma654321
EstimatedCostofFailureinUSIndustryis15%ofSales;TakingGEFroma3toa6CompanyWillSave~$10.5BillionperYear!Why“SixSigma”?ProvenSuccessfulin“Quality-Demanding”Industriese.g.,Motorola,TexasInstruments(manyprocessstepsinseries)ProvenMethodtoReduceCostsHighlyQuantitativeMethod–ScienceandLogicInsteadofGutFeelIncludesManufacturing&Service(closetocustomer)andProvidesBridgetoDesignforQualityConceptsHasSupportandCommitmentofTopManagementItWorks!!!6
Overview
Sigma3456SpellingMoneyTime1.5
MisspelledWordsperPageinaBook1
MisspelledWordper30PagesinaBook1
MisspelledWordinasetofEncyclopedias1
MisspelledWordinalloftheBooksinaSmallLibrary$2.7MillionIndebtednessper$1BillioninAssets$570
Indebtednessper$1BillioninAssets$63,000
Indebtednessper$1BillioninAssets$2
Indebtednessper$1BillioninAssets31/2MonthsperCentury21/2DaysperCentury30MinutesperCentury6SecondsperCentury6
isSeveralOrdersofMagnitudeBetterThan3!!!Sigma:AMeasureofQuality6
Overview
WhereDoes“SixSigma”ComeFrom?
MikelJ.HarryoneoftheOriginalArchitectsPreviouslyHeadedQualityFunctionatABBandMotorola
NowPresident/CEOofSixSigmaAcademyinPhoenix,ArizonaHasConsultedforTexasInstruments,AlliedSignal(andothers)CurrentlyRetainedbyGEtoTeachtheImplementation,DeploymentandApplicationofSixSigmaConcepts&Tools
LearningfromThoseWhoHavehadSuccessWith6WillAccelerateitsImplementationatGE6
Overview
So...WhatisSixSigma?
AMeasurementSystem
AProblem-SolvingApproach
ADisciplinedChangeProcess“THESIXSIGMABREAKTHROUGHSTRATEGY”MeasureAnalyzeImproveControl6
Overview
How
DoWeArriveatSigma?Measuring&EliminatingDefectsisthe“Core”ofSixSigmaMeasurementSystemIdentifytheCTQsLookforDefectsinProductsorServices
“CriticaltoQuality”CharacteristicsortheCustomerRequirementsforaProductorService
CountDefectsorfailurestomeetCTQ
requirementsinallprocessstepsDefineDefectOpportunities
AnystepintheprocesswhereaDefectcouldoccurinaCTQ
ArriveatDPMO
UsetheSIGMATABLEConvertDPMOtoSigma
DefectsPerMillionOpportunities23456308,53766,8076,2102333.4PPM
DefectsperMillionofOpportunity
SigmaLevel6
Overview
MeasurementSystem23456308,53766,8076,2102333.4PPM
SIGMALEVEL
DEFECTSperMILLIONOPPORTUNITYIRSTaxAdviceBestCompaniesAirlineSafetyAverageCompanyGEAirlineBaggageDoctor’sPrescriptionRestaurantBills
AverageCompanyin3to4RangeSomeSigma“Benchmarks”6
Overview
MeasurementSystemAGraphic/QuantitativePerspectiveonVariationAverageValueManyDataSetsHaveaNormalorBellShapeNumberofPeopleArrivingatCRDTime7:007:157:307:458:008:158:308:459:009:156
Overview
ProblemSolvingApproachCenterProcessReduceSpreadXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXOff-TargetUnpredictableOn-Target
6HelpsusIdentifyandReduceVARIATIONdueto:-InsufficientProcessCapability-UnstableParts&Materials-InadequateDesignMarginTargetUSLLSLTargetUSLLSLTargetUSLLSLCenterProcessReduceSpreadOff-TargetUnpredictableOn-TargetDefects6
Overview
ProblemSolvingApproach“LowerSpecificationLimit”“UpperSpecificationLimit”LessVariationMeansFewerDefects&HigherProcessYields
6
Overview
ProblemSolvingApproachKeyComponentsof“BREAKTHROUGHSTRATEGY”MeasureAnalyzeImproveControl
IdentifyCTQ&CTP(CriticaltoProcess)VariablesDoProcessMappingDevelopandValidateMeasurementSystems
BenchmarkandBaselineProcessesCalculateYieldandSigmaTargetOpportunitiesandEstablish
ImprovementGoalsUseofParetoChart&FishboneDiagrams
UseDesignofExperimentsIsolatethe“VitalFew”fromthe“TrivialMany”SourcesofVariationTestforImprovementinCenteringUseofBrainstorming
andActionWorkouts
SetupControlMechanismsMonitorProcessVariationMaintain“InControl”ProcessesUseofControlChartsand
ProceduresAMixofConceptsandToolsWillAlsoIntegratewithNPIProcess6
Overview
DisciplinedChangeProcessANewSetofQUALITYMEASURES
CustomerSatisfactionCostofPoorQualitySupplierQualityInternalPerformanceDesignforManufacturability
WillApplytoManufacturing&Non-ManufacturingProcessesandbeTracked&ReportedbyEachBusiness6
Overview
StructureQualityCouncil
Members:Labs&Functions“Pipeline”&BBProjectPrioritiesTraining&CertificationMeasurements&RewardsCommunicationsChampions
Leadership:OverallInitiativeProjectFundingHR:Training&RewardsBlackBelts
Lead6ProjectTeams“Measure/Analyze”“Improve/Control”O(jiān)utwithBusinessesHereatCRDMasterBlackBelts
Teach6
MentorBlackBeltsMonitorBBProjectsWork“Pipeline”ProjectsAResourcePoolTeamMembers
Learn/Use6ToolsWorkonBBProjectsPartofTheJobOutwithBusinesses6
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GoodControl/PoorTechnologyPoorControl/PoorTechnologyPoorControl/GoodTechnology
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Loss1
Loss3Rejects
Loss299125Fir班st挺Tim屬eY漂iel粘d縣(Y支ft)=Unit產(chǎn)sPa鴨ssedUnit甩sTe回sted=6570=0.93Roll登edT符hrup爬utY反ield蒼(凳Yrt)=(Yiel藥d1)(Yiel排d2)(Yiel鑒d3)膀..誘..=91826570(((())))=0.6徑5100917082Nor嶼mal航ize喬dY誦iel探d限(Y虎nm)==1/n(Yrt保)(0.6偉5)1/4=0.89(n:信Tota欲lNu獸mber撓of婦Proc宗esse起s)6Ove殿rvi匠ewYiel憐dEx燈clus泡iveofR蜻ewor諸kPro膨bab把ili愁ty變ofZero耗Def循ectsAve索rag許eY掘iel競dofA顏llP核roce周sses6Over臂viewTheImpactofComplexityTheImpactofComplexityRolledRolled
Yield
YieldNumberofOperationsNumberofOperations1.001.000.900.900.800.800.700.700.600.600.500.500.400.400.300.3000.100.000.001101001,00010,000100.0001,000,0001101001,00010,000100.0001,000,000ProcessMeanCenteredonEachOperationProcessMeanCenteredonEachOperation1101001,00010,000100.0001,000,0001101001,00010,000100.0001,000,000RolledRolled
Yield
YieldNumberofOperationsNumberofOperations1.001.000.900.900.800.800.700.700.600.600.500.500.400.400.300.3000.100.000.00As沃the紀(jì)Nu旱mbe金ro晨fO天per悠ati振ons房誠In寸cre清ase喚s,哥aH匯ighRol畢led旅Yi跟eld隸Re趟qui蹲res突a拜Hig央hfor巴Each線Ope援rati耳on54366543Proc汽ess個(gè)Mean身Shi獻(xiàn)fted掠1.5at易Eac情hO撫per飼ati算on6Ove保rvi俯ewBas幅eli悅nin脂g&驗(yàn)Be州nch娛mar闊kin忌ga案nE相xis判tin偶gP廉roc忍essp(飄x)Def鴉ect紛sBenc阻hmar酒kBase狡lineEnti朵tlem創(chuàng)ent
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Step5DefineImprovementObjectivesforY(Taste)How蔬do陸we俯De悅fin催eI譽(yù)mpr王ove咸men賀t?Benc擁hmar便kth劍eComp監(jiān)etit佩ionFocu露son痕Def淹ects(i叼.e.愉ta螺ste游ra吊tin謀g<嫂7)Dete競rmin雞eWh臟atisa弱n“A團(tuán)ccep拋tabl檢eSig察ma蝴Lev傍el”Set醬Impr急ovem汁entObj宴ect詢ive學(xué)sAcco館rdin逆glyMayb載ea脖5Proc仆ess磨Will團(tuán)Suf炸fice摘!1,00慎0,00錯(cuò)0-100,歐000辜-扶.翼..獨(dú)..取..裙..忙..買..秧..驕..碌..躬..鉤..浪..亂..耽..10,0搞00桑-噴..動(dòng)..曠..缸..版..豆..塑..該..演..魂..閥..鋼..夏..蹦..潑.1,00度0-住..尖..挖..誘..引..斥..腿..屑..皇..家..輛..址..撐..截..菠.100魯-昌.腰..張.若..召.長..萄.濕..針.公..顛.伏..面.裙..角.揮..鈔.寬..伯.趨.10綱-世..號(hào)..鉤..路..觸..希..燦..告..吩..紡..陜..眨..尺..駕..其.1-2般3估4周5鬼6拼7“BETT購ERB挽READ泥”Baki悶ngP奴roce烏ssBes兇tCom櫻pet默ito列rRang察efo竄rImpr核ovem墓entDef體ect襪sPer灘Mi禍lli舍onSigm富aSc悉ale
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Step6IdentifySourcesofVariationinY(Taste)How懸dow紗eDe吩term夢(mèng)ine敬the磁Pote復(fù)ntia系lSo輔urce冷sof罩Var養(yǎng)iati壓on(腦Xs)?Have啦the投Che蔬fsB賭rain馬stor訓(xùn)mSome都Lik批ely追Ones評(píng)Mig蛛htb漂e:-專Amo翻unt震of溪Sa無lt遮Use迷d-其Bra倚nd泰of悶Flo鋒ur-B填akin捆gTi夏me-B榆akin鏟gTe驢mper鉆atur養(yǎng)e-被Bra川nd獨(dú)of警Yea塵stYEAST
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Step7ScreenPotentialCausesofVariation(Xs)How累do幣we禁Sc榨ree刮nf世or畢Cau繁ses收of謝Va油ria啟tio兄n(鞭Xs)息?Desi呀gna吼nEx皮peri踐mentUse禽Diff藥eren糕tSo射urce院sof眼Pot曬ent傳ial產(chǎn)Va弟ria沙tio色nHave橫Pan敬elR凱atethe婦Br屋ead含Us西ed由inthe磨Expe伸rime繁ntRes湖ult漢sL揪ead另to鹿th殿e“Vit恢alF顛ew”親Caus佩e(cuò)sYEAST
FLOURSou掙rceCon瓣clu拐sio展nNeg得lig縣ibl遣eMajo宋rCa泥useNegl康igib再leMajo暴rCa傲useNeg晴lig招ibl計(jì)eFoc牲us遣on漲The網(wǎng)“V酸ita輔lF啟ew”Imp扇rov膀e6Over屬viewStep8DiscoverVariableRelationshipsBetween“VitalFew”(Xs)andYHow借dow雀eFi岔ndt秋heR女elat驢ions線hip殿Betw降een稻the要“Vit果alF麥ew”垮(Xs)欣and罰Tas艦te(耕Y)?Cond規(guī)uct眉aMo斜reD絞etai羊led優(yōu)Expe婦rime暗ntFocu罰s:O秩ven派Temp籌erat企ure龍from惰325to喝375屯and籃3好Bra乘nds嫁of濱Fl膠ourRUN訪#盈TE鳴MP處BR盆AND1填325閥A2秩325癢B3螺3退25該C4先3次50瓜A5慌350研B6場3丈50須C7躺375片A8臥3鹽75泥B9柜375拾C
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FLOURBrandABrandBBrandCImp付rov庫eResults:350&BrandAisBestCombinationofTemperature&Flour
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“BETTERBREAD”toSearchforBetterAlternativeSupplierofFlourJustinCase
FLOURBrandABut.光圍IsO海urM護(hù)easu漫reme墨ntS艷yste摸mCo申rrec蠻t?Impr藏ove6Over協(xié)viewStep10ValidatetheMeasurementSystemforXsHow猜Coul各dWe猾App店roac吼hTh勒is?Need紹to欣Veri蹄fyt便heAccu駕racy之of典OurTem陸per搞atu口re回Gau脂gesNeed徑for拔“Be蘿nchm舒ark”Ins道tru挎men姜tat姑ion蒼fo態(tài)rCom桶par袍iso孩nRen怎tS爭ome患Ot漢her“Hig夾hEn槐d”G挨auge紀(jì)sComp苦are桂the鄰Resu日ltsVer扎ify溪th沸at軟our州In扛str研ume葬nts崇ar滿eA注ccu博rat運(yùn)eCon殺tro搖l6Ove勤rvi地ewStep11DetermineAbilitytoControlVitalFewXsHow貧Coul債dWe憐App收roac概hTh處is?Che圖ck障AN哄umb敗erofO僅vensMon處ito伯rT陶emp樸era轟tur噸esOve蔽rT叫imeFoc托us旬on笛theProc缸ess恨Capa夾bili蜻tyLook佛for陸Deg汗ree寶ofVari鐵atio責(zé)nVari丟atio仇nOK焰But現(xiàn)...A妨vera偉gei捷sHi淡gh(沒and端the屠algo捐rith狗msh利ould固be雖chec碑ked)30345#ofOvensTemperature346357347348349350351352353354355356252015105Cont茂rol6Over擁viewStep12ImplementProcessControlSystemonXsWhat第do黑wed塞oGo另ing鳳Forw細(xì)ard?Che梨ck鉆Ove旱ns諸Dai飛lyfor揭Temp梯erat層ure攔Leve蛋l(fā)sAud清it推Usa縱ge瓜Fre啟que凍ncyof喝Alt業(yè)ern謙ati稅ve慎Flo效urSupp門lier鍛(e懸.g.,渣Bra欺ndC獲)Peri娘odic礎(chǔ)ally訓(xùn)Rea唉ssem雞blethe糟Pa具nel勉to肝Te待st煎Tas菊teCha貼rt座the發(fā)Re線sul專tsAnd.泛利Plot旁the驗(yàn)Dat工aOv蠢erT僑ime
FLOUR“BrandC”3543533523513503493481解3代5卷7城9附1飽1揭13寇15全17競1灑9修21掏2宜3壟25Con厘tro斃l9、靜夜四育無鄰,荒咬居舊業(yè)貧會(huì)。。4月-傲234月-2浮3Wedn盤esda醫(yī)y,A仙pril勤26,喂202令310、雨中黃口葉樹,燈蘿下白頭人倚。。03:御47:建0903:亭47:你0903:4綠74/2聾6/2麻023民3:枯
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