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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
ProjectswiththeGEBusinesses
TabulationofGESixSigmaResultsBene和fit席Targ秘et&執(zhí)Upd繼ateCurr奶ent藥bene舉fits豎lev嫂el@儲10.度865源MMQPI繳Dl恢oad儉ing牧:Carr黑yove貓rfr龜om1嗽999覽:秀4.05局9Com柏ple雄ted柱Pr酸oje席cts巖20端00椅: 3膠.31蔽3Acti敞veP效roje調(diào)cts抖2000鴨:3.2嘴85Tota禁l:去10.錢865擱MMKey回Conc身epts償&T鵝ools6Ove劍rvi略ew6Over蓋viewChan格ging瓦Foc削usF勾rom懇Outp寸utt羽oPr輸oces驚s
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Loss1
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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歉heN戲umbe快rof稈Ope謹(jǐn)rati啞ons散Incr棟ease穗s,a佳Hig旱hRoll應(yīng)edY聽ield燒Req扇uire生sa行Highfor竄Each康Ope直rati霧on54366543Pro斜ces顧sM吼ean聲Sh遭ift慶ed盛1.5at茅Eac直hO繩per找ati棕on6Over方viewBase乏lini羅ng&肢Ben痕chma論rkin渾gan宣Exi配stin撕gPr琴oces蘇sp(并x)Def值ect謠sBen活chm正arkBase我lineEnt主itl來eme找nt
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FLOURUsin紋ga萍12S聾tep冰Proc糞ess6Ove暫rvi麗ewThe“BETTERBREAD”CompanyStep1Selecting“CriticaltoQuality”(CTQsorY)What廈is步Impo軟rtan蠶tto親the榜Cus劫tome停r?Ris沃eText較ureSmel犯lFres母hnes旨sTast疾eY=T辭ast疼e!!6Ove回rvi伯ewMeas坊ureStep2DefiningPerformanceStandardsforCTQsorY6Over粥viewHow展Coul框dWe獅Mea木sure基Tas投te(柱Y)?Pane博lof陳Tas犯tersRat盒ing螺Sy鵲ste籠mof鄭1t據(jù)o1封0Targ表et:孩Aver怎ageRat醉ing川at元8Desi懷red:散NoIndi狂vidu接alR休atin暢gs(“de必fect融s”)郊Belo特w7Y=1肢2兼3共4寸5糞67顏8荷9坐10Tar尖getDef躁ect超sWors菠tBestBut.允杏Ist淋his俊the風(fēng)Righ圈tSy培stem桌?Meas杯ure6Over毅viewStep3ValidatingtheMeasurementSystemforYHow厲Co徒uld曉We旁Ap消pro沃ach識Th辮is?Blin英dfol螞ded忌Pane哪lRa赴tesSeve茫ral折Loaf鞏Sam罵plesPut兼“R茅epe芳at”幕Pi濕ece拆sfrom腳Sam貓eLo享afi免nDiff禿eren獲tSa懶mple技sCon授sis灣ten宿tR木ati比ngs穗*o韻nPie屋ces綢fr螞om勿Sam兩eLoa奪f=技“R昏epe鐮ata殖bil筆ity卷”Con榜sis抖ten詢tR更ati禁ngs倉*o賓nSamp氧les柏Acro秤sst附hePan發(fā)el拆=壺“閘Rep服rod柔uci忙bil暖ity雙”“Rep近eat旅abi膀lit搏y”悼&“R及epr饒odu妹cib法ili纏ty”伏Su孫gge厭st查Val愿id耳Mea藍(lán)sur萬eme抹nt澤App聰roa鍋chPane勤lMemb蔽erLoaf殿1Loa帖f2Loa泳f3A589B491C492D898E482F591G892*With濁inOne煤Tast她eUn遼itMeas涂ure6Over扇viewStep4EstablishProductCapabilityforY(Taste)Thi戚si筒sa營3Proc庸ess!7Defe廈cts刃(rat庫ing貢sb嬌elo響w7)24Rati袍ngs豈(from糟our塘pan生el)=.29零2292,減000Def桂ect蹦sp侵er1,o森oo,裙ooo泡Lo習(xí)ave懶sOR765432112345678910#ofRatingsRating64321143Defects<7Target=8Ana酸lyz偏eHow臣DoW威eAp叮proa扯chT墊his?Bake絞Sev桐eral寧Loa幅vesUnd應(yīng)er壘“No滔rma平l”Cond副itio杜nsHav廊eT續(xù)ast勵er面Pan皇elAgai虎nDo倉the蓄Rat屯ingAver吩age禽Rati予ngi怠s7.懲4But至Vari餅atio占nistoo炊Grea嫩tfo瞧ra蛇6Pro志ces走s3x10+4x9+6x8+4x7+3x6+2x5+1x4+1x31+1+2+3+4+6+4+36Over病view
Step5DefineImprovementObjectivesforY(Taste)How確do記we聲De虹fin爽eI董mpr啄ove亮men孫t?Ben傾chm矛ark逮th神eComp蟻etit擋ionFocu霉son滅Def帳ects(i開.e.疏ta少ste熊ra煩tin蔬g<覆7)Det涌erm北ine余Wh灶atisa必n“A都ccep視tabl菜eSig冤ma語Lev戚el”Set種Im掛pro志vem厚entObj百ect星ive蒸sAcco負(fù)rdin妄glyMayb露ea抱5Proc葬ess影Will偏Suf唇fice告!1,00睬0,00德0-100磚,00齡0鉆-暫.茄.伶..杏.羊..酷.壟..雖.弄..站.鞋..五.曲..測.玩..題.咬..欠.隨..躬.10,0凱00凝-左..搬..撈..全..醒..等..妻..座..喜..腔..隙..線..銷..幕..脹.1,00噸0-扔..縣..惱..夜..妨..豬..玻..金..弱..新..也..蔑..躁..敬..償.100鈔-丈.說..浙.收..雷.坐..贊.梁..音.鬧..賊.型..侮.敗..寧.牽..唐.千..耍.罪.10煎-掉..妻..榜..癥..爛..讓..震..截..斃..染..閑..緣瑞..汽..宜..感.1-2菠3棒4嫂5客6屬7“BET蔽TER證BR包EAD絲式”Bak帳ing躲Pr餐oce掠ssBestComp它etit擔(dān)orRan內(nèi)ge適forImpr秤ovem遍entDefe妹ctsPer笛Mill村ionSigm籍a(chǎn)Sc床ale
Freihofer
WONDER
PepperidgeFarm
SunbeamAna標(biāo)lyz妄e6Ove枕rvi醉ew
Step6IdentifySourcesofVariationinY(Taste)How奇dow列eDe派term書ine映the院Pote險ntia凳lSo變urce位sof糧Var標(biāo)iati憂on(凝Xs)?Hav腿et落he貼Che餐fs太Bra擋ins侮tor緣瑞mSome讀Lik助ely陽Ones完Mig散htb助e:-A猾moun甩tof余Sal彎tUs帽ed-南Bra芝nd蛇of考Flo拆ur-飽Bak以ing洲Ti吃me-廈Bak認(rèn)ing蕉Te僅mpe樣rat扭ure-女Bra想nd癥of紡Yea加stYEAST
FLOURMul禍tip版le叛Sou瀉rce鋼s:唐Che喊fs,熄Su悲ppl過ier暑s,秘Con冊tro疤lsAna醉lyz抱e6Ove雙rvi恨ew
Step7ScreenPotentialCausesofVariation(Xs)How贈do虹we順Sc嶺ree露nf濫or捏Cau褲ses雜of壞Va策ria蠅tio斯n(石Xs)扭?Des懶ign照an沙Ex困per透ime坦ntUse刊Diff佩eren報tSo通urce稅sofP傷oten密tial默Var澡iati矩onHave滅Pan繁elR膊atethe袋Brea熔dUs伍edi種nthe摧Expe剝rime油ntResu渠lts緩Lead兼to挨the“Vit鉤alF復(fù)ew”晃Caus丑esYEAST
FLOURSou防rceCon辣clu意sio宜nNeg搏lig論ibl尼eMajo侍rCa私useNegl絨igib吼leMajo它rCa疲useNeg公lig志ibl荷eFoc平us厭on掉The恭“V追ita唇lF慢ew”Imp桿rov葵e6Ove嫂rvi蝕ewStep8DiscoverVariableRelationshipsBetween“VitalFew”(Xs)andYHow恒do恰we倚Fi鑼nd殘the反Re意lat隱ion太shi此pB督etw岔een充th劈燕e“夸Vit推al疫Few碎”(雹Xs)暢an另dT固ast嗓e(斬Y)?Con粱duc橋ta耐Mo藝re渣Det筋ail銳ed歇Exp膊eri堤men綠tFoc隱us:村Ov割en呼Tem們per辦atu種re阿fro餅m3菠25to充375贈and器3滅Bra株nds遵of獎Fl愉ourRUN置#滲TE偷MP擁BR消AND1森325互A2瞧3固25盒B3袍325源C4竟3藝50弱A5藏3潑50例B6善350繼C7艙375針A8旗3獄75狐B9拼375筋C
FLOUR
FLOUR
FLOURBrandABrandBBrandCImpr作oveResults:350&BrandAisBestCombinationofTemperature&Flour
Not狗e:研Tim免ei晶sa寸Fa軌cto彈rOnl橋yi照fT卡emp面era蒼tur帽eCha紅nge愈sS中ign丈ifi萄can融tly6Ove絕rvi宵ewStep9EstablishToleranceson“VitalFew”(Xs)HowdoweEnsureOvenTemperatureisControlled?DataSuggests350(5)isbestTemperaturetoReduceTasteVariation
BrandAFlourtobeUsedExceptinCaseofEmergency
“BETTERBREAD”toSearchforBetterAlternativeSupplierofFlourJustinCase
FLOURBrandABut煙...掛..I砍sO柿ur石Mea業(yè)sur疑eme更nt擾Sys己tem固Co協(xié)rre紋ct?Impr酬ove6Ove吼rvi無ewStep10ValidatetheMeasurementSystemforXsHow中Coul悶dWe眨App繁roac凡hTh這is?Need譯to甲Veri兇fyt寨heAccu避racy帝of碰OurTem著per賭atu錫re變Gau縫gesNeed高for促“Be與nchm拜ark”Ins詳tru匹men良tat灘ion朵fo槍rCom亭par爬iso朗nRen貧tS肆ome主Ot與her“Hi飛gh曠End任”G疫aug顛esComp閱are政the幅Resu行l(wèi)tsVeri偵fyt叢hat攔our躁Inst沾rume腦nts份are被Accu皮rateCont封rol6Over吐viewStep11DetermineAbilitytoControlVitalFewXsHow細(xì)Co丈uld架We巷Ap惠pro墾ach除Th辭is?Che誕ck洪AN佛umb丘erof與Ove伸nsMoni聯(lián)tor首Temp潤erat陜uresOver銳Tim瞞eFoc洋us鼓on親thePro全ces金sC戰(zhàn)apa振bil蛇ityLoo賞kf惱or精Deg丹ree陽ofVari丹atio泰nVar滴iat郵ion脂OK糖Bu恒t..躁.Av榜era省ge光is豪Hig櫻h(濕and染th回ea逃lgo儀rit旬hm郊sho方uld瘋be吐ch堡eck膝ed)30345#ofOvensTemperature346357347348349350351352353354355356252015105Cont鍵rol6Ove校rvi貝ewStep12ImplementProcessControlSystemonXsWha喬td脅ow山ed東oG蹈oin丙gF赤orw撓ard語?Chec尾kOv討ens師Dail袋yfor簽Temp最erat僅ure哨Leve繞lsAud脾it界Usa灰ge花Fre執(zhí)que巡壽ncyof躺Alt簡ern削ati稈ve詳Flo風(fēng)urSup施pli悠er喊(e枝.g.組,B潛ran女dC運)Per苦iod孫ica是lly部Re表ass曲emb休lethe給Pane讀lto其Tes環(huán)tTa犯steChar販tth被eRe番sult姨sAnd.劣降Plot泊the貓Dat耀aOv何erT外ime
FLOUR“BrandC”3543533523513503493481級3走5濱7很9脾11胳1縣3紗15叉17扇1睬9蔥2孟1姿2鋤3紀(jì)2帽5Cont撥rol9、靜夜客四無鄰成,荒居刑舊業(yè)貧飼。。4月-2陳34月-2姐3Wed怕nes端day犁,A賓pri蠢l2源6,棒202軍310、雨中專黃葉樹槐,燈下拴白頭人繪。。03:5慣3:2703:
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