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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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Output

Effect

Symptom

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Cause

Problem

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GoodControl/PoorTechnologyPoorControl/PoorTechnologyPoorControl/GoodTechnology

WORLDCLASS!!!shor混tte足rmPro躲ble庭mC錢(qián)oul梨db松eC疼ont攝rol巖,T沿ech腿nol返ogy躺or皺Bo籌th6Over日viewSho掛rt第Ter遇mC延apa尿bil每itySho鵲rt泡Ter哄mC竄apa鼠bil勁ity短Ra摸tio(Cp)Cp=LSL-6USLExa層mpl寺eUSLLSL3.0==-3.063.0-(-業(yè)3.便0Cp=Cp小=1LSLUSLProc懼ess仍MeanTTar撒getA3Proc偏essThe各Pote持ntia支lPe滿rfor冠manc兄eof路aP綢roce雅ss,陳ifi闊tWe牙reo壘nTa眉rget6Ove頌rvi各ewLon痕gT舍erm鳴Ca亡pab令ili攤ty(Cp付k)CpCpk=Long香Ter智mCa業(yè)pabi擇lity革Rat冰ioExam培pleCp欣=1(pre平vio挽us植cha信rt)Targ勇et=-0.厭5=0Cpk1-(-0秧.5-03=Cpk=0.83-Off-散Targ種etP策enal蘆ty

Target-3

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Loss1

Loss3Rejects

Loss299125Firs灣tTi獲meY籮ield茶(惱Yft)=Uni吵ts顫Pas丙sedUnit件sTe攻sted=6570=0.93Rol舊led亮Th盜rup川ut宇Yie士ld咽(氣Yrt潤(rùn))=(Yiel趁d1)(Yiel借d2)(Yiel紅d3)峽..晝..=91826570(((())))=0.65100917082Norm平aliz吸edY想ield熱(握Ynm)==1/n(Yrt)(0.6臘5)1/4=0.89(n:冊(cè)Tota寫(xiě)lNu丘mber敘of業(yè)Proc錦esse波s)6Ove湖rvi勉ewYiel機(jī)dEx剝clus晃iveof欄Rew肚orkPro辦bab紐奉ili士ty膝ofZero太Def掉ectsAve涌rag撓eY吧iel暑dof省All璃Pr樓oce賺sse昂s6Ove蔑rvi騰ewTheImpactofComplexityTheImpactofComplexityRolledRolled

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

BenchmarkAWorld-ClassPerformance

EntitlementAchievablePerformanceGiventheInvestmentsAlreadyMade

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ReduceCommutetoWorkto15Minutes(withoutworkinganabnormalworkschedule)

TheGoalTheVariables

TimeofDeparturefromHome&RouteTakentoWorkTheApproach

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ReduceCommutetoWorkto15Minutes(withoutworkinganabnormalworkschedule)

TheGoalAPr滅acti量cal石Exam誓ple(Th噸e“肆Coo顛kbo吼ok”巾)6Ove摔rvi模ew6鐵.and概Baki疊ngB居readYEAST

FLOURUsi徐ng致a1探2S券tep宇Pr飄oce退ss6Ove石rvi提ewThe“BETTERBREAD”CompanyStep1Selecting“CriticaltoQuality”(CTQsorY)What糾is眨Impo漫rtan稼tto墨the津Cus挎tome茶r?Ris弱eTex川tur火eSme旺llFre虧shn綁essTas勤teY=Ta返ste!代!6Ove全rvi您ewMeas圓ureStep2DefiningPerformanceStandardsforCTQsorY6Ove妹rvi閑ewHow閘Coul誘dWe億Mea幫sure輩Tas摸te(晶Y)?Pane兩lof襖Tas池tersRat版ing軟Sy脹ste橋mof1抱to致10Targ禿et:用Aver龍ageRat懂ing琴at鐵8Desi疊red:美NoIndi朽vidu尤alR徹atin舉gs(“d鄙efe再cts闖”)源Bel遷ow貿(mào)7Y=1棋2斜34蘇5曬67輝8歪9簡(jiǎn)10Targ隆etDef置ect碗sWor吼stBestBut.它瓜Ist炒his給the濟(jì)Righ近tSy此stem想?Meas蹦ure6Ove雀rvi特ewStep3ValidatingtheMeasurementSystemforYHow挎Co輔uld里We絹Ap美pro帥ach必Th篇is?Blin才dfol通ded互Pane域lRa研tesSeve搶ral我Loaf界Sam歲plesPut憂“R娛epe磨at”叼Pi岸ece壁sfrom纖Sam至eLo草afi矛nDiff小eren哈tSa痰mple優(yōu)sCon款sis基ten殿tR劃ati誼ngs狀*o千nPiec元esf拍rom拳SameLoaf繭=“客Repe衡atab落ilit叔y”Con幅sis潮ten償tR略ati偵ngs爺*o影nSam抄ple醉sA蔑cro無(wú)ss躁thePan佩e(cuò)l腳=擁“次Rep逆rod朽uci顯bil產(chǎn)ity凍”“Rep踐eat滑abi損lit淘y”險(xiǎn)&“R宿epr籮odu千cib毅ili搞ty”城Su嫂gge錯(cuò)st設(shè)Val輛id盼Mea朵sur哄e(cuò)me普nt景App坊roa球chPan輪elMem烏berLoa幼f1Loaf遙2Loaf起3A589B491C492D898E482F591G892*With牽inOne斤Ta查ste恨Un遙itMea溜sur臭e6Ove巧rvi位ewStep4EstablishProductCapabilityforY(Taste)Thi柏si狂sa要3Pro倘ces環(huán)s!7Def喜ect瀉s(rat劇ing紋sb址elo摧w7)24Rati娛ngs礦(fro啦mo寬ur昌pan秘el)=.292292敬,00套0Defe兇cts瘋per1,oo題o,oo慌oLo甚avesOR765432112345678910#ofRatingsRating64321143Defects<7Target=8Anal蒼yzeHow床DoW尺eAp晉proa雕chT寸his?Bake所Sev守eral患Loa內(nèi)vesUnde雅r“N砌orma括l”Con辛dit勁ion榴sHave蒼Tas找ter朵Pane概lAgai他nDo慚the貴Rat尊ingAve華rag并eR士ati貍ng咳is須7.4But德Va裝ria衣tio某ni畏stoo蛙Gr涂eat裙fo傅ra可6Proc隆ess3x10+4x9+6x8+4x7+3x6+2x5+1x4+1x31+1+2+3+4+6+4+36Ove號(hào)rvi勁ew

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

SunbeamAnal素yze6Ove樂(lè)rvi歲ew

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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