Minitab 在6Sigma的应用例

6明根值6Mincolns’明根值6Mincolns’20031Minitab在6σ的應用例明根值六希格瑪顧問股份有限公司[e-mail]林財教6明根值6Mincolns’明根值6Mincolns’20032統計與6σ•看似雜亂無章的數據，經由統計的鞭撻處理，可以使其轉化為活生生的資訊。•看似山窮水盡的難題，經由6σ的斧鑿勢導，可以開展出柳暗花明的解決方案。林財教TylorLin6明根值6Mincolns’明根值6Mincolns’20033Minitab與6σ因為與Minitab的結合，使6σ的斧鑿勢導成為鬼斧神工，如虎之添翼。林財教TylorLin6明根值6Mincolns’明根值6Mincolns’200346σ的內含DMAICDFSS6林財教TylorLin6明根值6Mincolns’明根值6Mincolns’200356的DMAIC過程D-定義(Define)M-量測(Measure)A-分析(Analyze)I-改善(Improve)C-管制(Control)6明根值6Mincolns’明根值6Mincolns’20036DMAIC方法與工具定義分析改善管制•過程圖•因果圖/矩陣•失效模式•量具R&R研究•能力研究•其他•圖形分析•多變量分析•假設檢定•變異數分析•其他實驗設計:•全因階•2K因階•部分因階•田口法•Shainin法•其他•管制計劃•SPC•防呆•自動管制•其他量測$$$$!•顧客需求•Y=f(x)•缺點•衡量尺規•CTQ6明根值6Mincolns’明根值6Mincolns’20037Minitab在6σ的應用例定義分析改善管制•過程圖•因果圖/矩陣•失效模式•量具R&R研究•能力研究•其他•圖形分析•多變量分析•假設檢定•變異數分析•其他實驗設計:•全因階•2K因階•部分因階•田口法•Shainin法•其他•管制計劃•SPC•防呆•自動管制•其他量測$$$$!•顧客需求•Y=f(x)•缺點•衡量尺規•CTQ6明根值6Mincolns’明根值6Mincolns’20038GageR&R分析6明根值6Mincolns’明根值6Mincolns’20039過程能力分析6明根值6Mincolns’明根值6Mincolns’200310走勢圖10090807060504030201015.1615.0614.9614.86ObservationSize0.96040.03965.000066.333359.00000.99920.000811.000050.680035.0000ApproxP-ValueforOscillation:ApproxP-ValueforTrends:Longestrunupordown:Expectednumberofruns:Numberofrunsupordown:ApproxP-ValueforMixtures:ApproxP-ValueforClustering:Longestrunaboutmedian:Expectednumberofruns:Numberofrunsaboutmedian:RunChartforSize6明根值6Mincolns’明根值6Mincolns’200311箱形圖32110.110.09.9ShiftMeasure6明根值6Mincolns’明根值6Mincolns’200312Multi-VariChart32132132132110.110.09.9DayMeasure1234Multi-VariChartforMeasurebyMold-DayShiftMold6明根值6Mincolns’明根值6Mincolns’200313假設檢定10.01510.01010.00510.0009.9959.9903210DiameterFrequencyHistogramofDiameter(withHoand95%t-confidenceintervalforthemean)[]X_HoOne-SampleT:DiameterTestofmu=10vsmunot=10VariableNMeanStDevSEMeanDiameter1110.00580.00780.0024Variable95.0%CITPDiameter(10.0005,10.0110)2.450.0346明根值6Mincolns’明根值6Mincolns’200314全因階實驗設計效應Pareto6明根值6Mincolns’明根值6Mincolns’200315全因階實驗設計FractionalFactorialFit:LengthversusGap,Force,LifeEstimatedEffectsandCoefficientsforLength(codedunits)TermEffectCoefSECoefTPConstant1.593750.01308121.870.000Gap0.792500.396250.0130830.300.000Force-0.03583-0.017920.01308-1.370.190Life-0.01250-0.006250.01308-0.480.639Gap*Force0.025830.012920.013080.990.338Gap*Life-0.02083-0.010420.01308-0.800.437Force*Life0.014170.007080.013080.540.596Gap*Force*Life0.109170.054580.013084.170.001AnalysisofVarianceforLength(codedunits)SourceDFSeqSSAdjSSAdjMSFPMainEffects33.776983.776981.25899306.760.0002-WayInteractions30.007810.007810.002600.630.6043-WayInteractions10.071500.071500.0715017.420.001ResidualError160.065670.065670.00410PureError160.065670.065670.00410Total233.921966明根值6Mincolns’明根值6Mincolns’200316全因階實驗設計最終模型FractionalFactorialFit:LengthversusGapEstimatedEffectsandCoefficientsforLength(codedunits)TermEffectCoefSECoefTPConstant1.59380.0170693.430.000Gap0.79250.39630.0170623.230.000AnalysisofVarianceforLength(codedunits)SourceDFSeqSSAdjSSAdjMSFPMainEffects13.76833.76833.76834539.650.000ResidualError220.15360.15360.00698PureError220.15360.15360.00698Total233.92206明根值6Mincolns’明根值6Mincolns’200317田口實驗設計RobustParameterDesign6明根值6Mincolns’明根值6Mincolns’200318統計過(製)程管制(SPC)2010Subgroup015.0615.0515.0415.0315.0215.0115.0014.9914.9814.97SampleMeanMean=15.01UCL=15.05LCL=14.970.150.100.050.00SampleRangeR=0.0685UCL=0.1448LCL=0Xbar/RChartforDiameter6明根值6Mincolns’明根值6Mincolns’200319謝謝!明根值六希格瑪顧問股份有限公司[e-mail]林財教6明根值6Mincolns’明根值6Mincolns’200320l房地产E网房地产E网-倾力打造行业管理资料库,汇聚海量的免费管理资料,我们将致力为广大管理者提供更多的资料下载服务.