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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

ProjectswiththeGEBusinessesTab除ula帳tio迅no透fG傷ES旅ix笨Sig溝ma盈Res作ult攔sBen合efi抗tT當(dāng)arg拌et溪&U鏡pda叮teCurr盲ent碗bene鵲fits約lev困el@屆10.沉865左MMQPI蛛Dl注oad爸ing凱:Car當(dāng)ryo嫂ver河fr道om登199幻玉9:甩4.0濱59Comp魔lete網(wǎng)dPr爛ojec異ts2傷000權(quán): 3.徑313Act收ive俗Pr嶺oje戰(zhàn)cts日20陪00合:3.28某5Tot袖al老:塌10.戀865藝MMKey晴Conc泳epts筆&T快ools6Over腥view6Over庭viewCha繁ngi聽ng輸Foc銜us捉Fro詞mO用utp鬧ut叨to槳Pro保ces丹s

Y

Dependent

Output

Effect

Symptom

Monitor

X1...XN

Independent

Input-Process

Cause

Problem

ControlIde波nti研fyi然ng走and謊Fi范xin燈gR背oot踐Ca襪use廢sWill還Hel磁pus糟Obt徒ain鍋the灶Desi補(bǔ)red乎Outp棉utf(X傘)Y=Proc負(fù)ess眼Capa罪bili穴ty6Ove捕rvi稠ewSust昏aine蠢dCa穩(wěn)pabi師lityof瓣thePro現(xiàn)ces疤s(lon殖gte柜rm)USLTTime1Time2Time3Time4Inhe剛rent烈Cap塌abil形ityoft疏heProc蕉ess(sho能rtt亮erm)LSLTarg限etOve乖rT冊(cè)ime寧,a榴“T構(gòu)ypi專cal扒”P幕roc眠ess協(xié)Wi柳ll羽Shi竿ft兄and吹Dr著ift測by撫Ap畝pro孕xim侍ate含ly養(yǎng)1.56Over朽view“Sho杰rt轎Ter察mC茄ent立ere陰d”窩ver沿sus姻“L罩ong恰Te險(xiǎn)rm佩Shi會(huì)fte棕d”Six汪Sigm專aCe像nter肥edLSLUSLTPro筋ces突sCapa圍bili搏tySHORTTERM.001ppm.00置1ppm+6

LONGTERMLSLUSLT3.4ppmSix律Sigm蜜aSh由ifte除d1.漿5Proc識(shí)essCap遇abi刑lit接yHigh肯erD貫efec遷tYi繁eld喉inL勢ong甜Term吃Pro聞cess煌Cap亂abil惠ity廉than直Sho太rtT呈erm耀Proc烏ess反Capa播bili抬ty-64.51.56Ove菊rvi獸ewTyin找git慚All枝Tog滲ethe曠rshi拒ftCDAB0.51.01.52.02.51拐2旦3獎(jiǎng)4潤5擦6CONTROLPOO垃RGOO烤DTEC心HNO休LOG肝YPOORGOODABCD

GoodControl/PoorTechnologyPoorControl/PoorTechnologyPoorControl/GoodTechnology

WORLDCLASS!!!sho殲rt蛛ter斧mProb野l(fā)em揪Coul襖dbe仇Con陶trol諒,Te樓chno嘩logy芒or償Both6Ove煮rvi敢ewSho漢rt挺Ter瞇mC循apa胃bil擴(kuò)itySho珠rt污Ter懼mC冷apa沉bil井ity相Ra逢tio(Cp)Cp=LSL-6USLExa項(xiàng)mpl腸eUSLLSL3.0==-3.063.0-(-媽3.耕0Cp=Cp父=1LSLUSLProc俱ess衰MeanTTar畝getA3Proc籍essThe窮Pote兼ntia掩lPe耀rfor醉manc闖eof位aP弄roce劣ss,尾ifi圖tWe劫reo招nTa蟲rget6Ove嚴(yán)rvi醒ewLong充Ter囑mCa位pabi喊l(fā)ity(Cp糕k)CpCpk=Lon殘gT墊erm尾Ca容pab難ili轉(zhuǎn)ty壺Rat育ioExam廢pleCp康=1(pre歪vio順us種cha坊rt)Tar膚get=-0.麻5=0Cpk1-(-0.竟5-03=Cpk=0.83-Off博-Ta浴rge梯tP熟ena洗lty

Target-3

The婚Pote暮ntia賺lPe娘rfor等manc閥eof渣aP尚roce絕ss,鄙Corr醋ecte似dfo擔(dān)ran竄Off懲-Tar處get協(xié)MeanLSLUSLProc鋸ess吃MeanTTarg諒etA3Pro眼ces功s6Ove零rvi煮ewZ-Sc賽ale減ofM尋easu柴reZ=AUn觀ito管fMe丙asur玩eEq吉uiva輝lentto啟the肌Nu隸mbe竄ro耍fSta甜nda溫rdDevi扭atio棍nsthat鎖aV朵alue倘is頌Awayfro煙mt碧heTar肥get窮Va籃lue-3.皇0-0.53.0Z-Valu仁esUSLLSL=Pro癥ces捷sM蛾eanZTTarg況et0A3Pro怪ces毫sThe胳De渴fin飼iti孩ons棄of循Yi瘡eldFinalTestProcess(Process4)PassProcess3Process1Process2100(UnitsTested)65708291Yield1Yield2Yield3

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

BenchmarkAWorld-ClassPerformance

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TheGoalTheVariables

TimeofDeparturefromHome&RouteTakentoWorkTheApproach

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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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BrandAFlourtobeUsedExceptinCaseofEmergency

“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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