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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”P(pán)rocessesUseofControlChartsand
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”P(pán)rojectsAResourcePoolTeamMembers
Learn/Use6ToolsWorkonBBProjectsPartofTheJobOutwithBusinesses6
ProjectswiththeGEBusinesses
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GoodControl/PoorTechnologyPoorControl/PoorTechnologyPoorControl/GoodTechnology
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Loss1
Loss3Rejects
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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
YieldNumberofOperationsNumberofOperations1.001.000.900.900.800.800.700.700.600.600.500.500.400.400.300.3000.100.000.00Ast繳heN練umbe鞏rof俊Ope料rati康ons勇Incr裕ease川s,a牽Hig梯hRoll堵edY僚ield酷Req脊uire秤sa騙Highfor覺(jué)Ea哈ch用Ope筆rat懷ion54366543Pro扇ces吊sM就ean醬Sh醫(yī)ift械ed貨1.5atE鐵ach錫Oper專(zhuān)atio歲n6Over常viewBase逼lini巡壽ng&蒜Ben宜chma雞rkin陰gan忠Exi肯stin敵gPr藍(lán)oces蟲(chóng)sp(垂x)Defe淹ctsBenc紐奉hmar睡kBas個(gè)eli質(zhì)neEnti碎tlem福ent
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Step5DefineImprovementObjectivesforY(Taste)How房誠(chéng)dow佛eDe捕fine術(shù)Imp顆rove桃ment咸?Ben棉chm州ark儉th泰eComp療etit科ionFocu傻son逮Def征ects(i擇.e.舅ta摩ste吸ra斬tin總g<愁7)Det榆erm搭ine信Wh航atis午an?!癆c隙cep飼tab州leSigm營(yíng)aLe初vel”Set因Impr川ovem形entObj緣瑞ect王ive暴sAcco輛rdin四glyMayb善ea播5Proc率ess料Will那Suf筋fice回!1,0刃00,用000膛-100揪,00洗0藝-喘.伐.列..籌.旗..盾.根..朋.御..毛.我..極.詠..獨(dú).萬(wàn)..類(lèi).氏..竹.鞭..聾.10,0滲00茅-菌..耕..械..稈..軟..渴..父..摩..睡..縮慧..犁..怒..講..劈燕..舞.1,00伐0-吧..灰..盈..風(fēng)..片..敘..眾..腐..夠..禿..尼..絮..典..調(diào)..肯.100蔽-劃.扶..央.降..瘋.堤..掉.抓..絮.等..脊.拆..隔.桃..筆.閱..娘.面..吧.吳.10裹-職..逐.扶..摸.默..沒(méi).醋..仰.港..加.傻..移.佳..燈.蛋..榆.盤(pán)..憤.徑..1-2探3逝4睜5仿6寧7“BET屋TER錦BR植EAD倍”Baki翠ngP磁roce怪ssBestCom虜pet悟ito班rRan聯(lián)ge岔forImp意rov活eme雜ntDef蓄ect絹sPer島Mill役ionSig溫ma覺(jué)Sca鞠le
Freihofer
WONDER
PepperidgeFarm
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Step6IdentifySourcesofVariationinY(Taste)How架dow蹤蝶eDe介term修ine撕the私Pote往ntia飽lSo村urce葛sof抖Var燒iati道on(拿Xs)?Hav羽et倆he畢Che路fs腎Bra攏ins僚tor豆mSom準(zhǔn)eL趨ike第ly井One狀sM諒igh醫(yī)tb該e:-A寄moun語(yǔ)tof兇Sal蠟tUs督ed-B偶rand接of債Flou桑r-甚Bak幫ing拌Ti鞠me-竟Bak悄ing昨Te遭mpe浸rat堵ure-B鉤rand神of屋Yeas必tYEAST
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Step7ScreenPotentialCausesofVariation(Xs)How類(lèi)dow婚eSc呈reen費(fèi)for兔Cau踢ses篩ofV筍aria害tion啟(Xs鼓)?Des夠ign敏an俊Ex單per籃ime辮ntUse厘Di碰ffe羞ren醋tS解our暮cesofP猾oten迎tial健Var質(zhì)iati藥onHave娛Pan咽elR別atethe慢Br具ead丑Us儀ed共inthe潔Ex材per躲ime脊ntRes迷u(píng)lt稠sL酸ead耕to沃th取e“Vit員alF巖ew”妄Caus削esYEAST
FLOURSour巡壽ceCon花clu殃sio腿nNegl款igib瘦leMajo羊rCa互useNeg疏lig坑ibl瞎eMajo聽(tīng)rCa殃useNegl天igib幸leFoc骨us覽on悉The心“V棄ita牙lF餃ew”Impr稿ove6Ove某rvi捏ewStep8DiscoverVariableRelationshipsBetween“VitalFew”(Xs)andYHow各do臭we暫Fi啟nd尿the拖Re肅lat旦ion議shi貍pB留etw怨een秩th噴e“梨Vit郊al蔽Few魄”(憤Xs)香an臘dT糊ast奶e(雖Y)?Cond猶uct餅aMo年reD泄etai激led貓Expe啄rime狂ntFocu纏s:O礎(chǔ)ven浴Temp額erat凳ure評(píng)from沸325to悠375砌and抓3棒Bra鼓nds思o(jì)f道Fl找ourRUN動(dòng)#宇TE素MP凝BR獻(xiàn)AND1梯3窯25鳳A2丟3妥25愁B3伙325野C4銹3旺50陽(yáng)A5捧350鹽B6妹3最50責(zé)C7總375耳A8陣3喉75餐B9炭375菊C
FLOUR
FLOUR
FLOURBrandABrandBBrandCImpr鄰oveResults:350&BrandAisBestCombinationofTemperature&Flour
Not蓮e:凍Tim蠻ei飛sa石Fa削cto尊rOnly辦if蠢Temp娘erat推ureChan娛ges念Sign皇ific荒antl仆y6Ove乓rvi客ewStep9EstablishToleranceson“VitalFew”(Xs)HowdoweEnsureOvenTemperatureisControlled?DataSuggests350(5)isbestTemperaturetoReduceTasteVariation
BrandAFlourtobeUsedExceptinCaseofEmergency
“BETTERBREAD”toSearchforBetterAlternativeSupplierofFlourJustinCase
FLOURBrandABut且...蒸..I拘sO行ur坡Mea訊sur槽eme炮nt贏Sys腿tem增Co接rre補(bǔ)ct?Imp象rov刑e6Ove董rvi研ewStep10ValidatetheMeasurementSystemforXsHow且Co睛uld朵We蹤蝶Ap繭pro先ach潮Th魚(yú)is?Need享to羽Veri陡fyt拔heAcc火ura某cy乞of俊OurTemp崗erat未ure稠Gaug皆esNeed微for婚“Be溜nchm含ark”Ins輔tru眾men謠tat尖ion夾fo襪rComp掘aris討onRen掉tS肯ome筐Ot晝her“Hi圖gh時(shí)End鵲”G葬aug奔esComp錫are刃the集Resu比ltsVer奶ify淘th多at蒜our肺In態(tài)str愿ume協(xié)nts翅ar算eA店ccu姑rat楚eCont爺rol6Over膏viewStep11DetermineAbilitytoControlVitalFewXsHow昨Coul戀dWe妻App積roac蝦hTh青is?Che淋ck嶺AN米u(yù)mb貢erofO傍vensMoni絲式tor武Temp籮erat遵uresOver兇Tim擾eFoc悄us括on網(wǎng)theProc余ess蠟Capa蔑bili熔tyLoo昨kf厭or湯Deg革ree須ofVar俯iat伐ionVari熊atio查nOK挨But畫(huà)...A杏vera撐gei瘋sHi是gh(攀and益the拆algo徒rith第msh驅(qū)ould浪be浩chec恐ked)30345#ofOvensTemperature346357347348349350351352353354355356252015105Con蘭tro頑l6Ove哀rvi香ewStep12ImplementProcessControlSystemonXsWha丹td繁ow扁ed芒oG菌oin辛gF鎮(zhèn)orw速ard蠢?Che島ck靠Ove京ns儲(chǔ)Dai算lyfor緩Te幣mpe炕rat填ure促Le你vel敲sAud海it痛Usa匯ge驕Fre汁que薯ncyof恰Alt茄ern兩ati被ve音Flo假u(mài)rSupp選lier呈(e饒.g.,斗Bra睛ndC脫)Per限iod際ica配lly間Re造ass緒emb挽lethe擦Pane豆lto柄Tes傾tTa邀steCha余rt歉the柿Re剛sul少tsAnd專(zhuān)...吼..P蛛lot藝th抗eD架ata眼Ov精er圓Tim膀e
FLOUR“BrandC”3543533523513503493481禿3個(gè)5暫7劉9判11扒1潑3習(xí)15荒17猾1聚9涂2倚1聰2蕉3堪2扔5Cont黨rol9、靜夜四侵無(wú)鄰,荒肢居舊業(yè)貧席。。4月-2組34月-2倡3Wed券nes汪day類(lèi),A岡pri真l2梢6,偏202逃310、雨中黃屯葉樹(shù),燈末下白頭人涉。。03:4屑6:5203
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