PDA TR59利用统计方法检测生产

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Utilization of Statistical

Methods For Production

Monitoring

Technical Report No.59

1.0 INTRODUCTION 简介...............................................................................4

1.1 PURPOSE AND SCOPE 目的和范围............................................................................... 4

2.0 GLOSSARY OF TERMS 术语表............................................................... 6

3.0 STATISTICAL PROCESS CONTROL TOOLS统计学过程控制工具............ 15

3.0.1

Prerequisites for Data Analysis 数据分析前提

.............................................. 15

3 . 1 RUN CHARTS运行图 ....................................................................................................20

3.2 CONTROL CHARTS: INDIVIDUALS控制图：单值........................................................20

3 . 3 MOVING RANGE CONTROL CHARTS移动极差控制图 .............................................. 22

3.4 AVERAGE AND VARIABILITY CHARTS均值图和变异性图..........................................23

3. 5 HISTOGRAMS 柱状图 ....................................................................................................24

3 . 6 PROCESS CAPABILITY( CPK, PPK) 工艺能力 ( CpK, Ppk) ......................................28

3.7 ExPONENTIALLY WEIGHTED MOVING AVERAGE CHARTS 指数加权移动平均控制图

3. 8 CUSUM CHARTS累积和图 ............................................................................................34

3.9 ExAMPLES OF EFFICIENT MIXTURE OF THE STATISTICAL TOOLBOX 统计工具箱有效

混合使用的实例.......................................................................................................................35

4.0 ACCEPTANCE SAMPLING 验收抽样.................................................... 37

4 . 1 TYPICALAPPLICATIONS典型应用 ................................................................................37

4. 2 KEY TERMS关键术语 ....................................................................................................37

4.3 TYPES OF SAMPLING 抽样类型 .................................................................................. 38

4.4 TYPES OF ACCEPTANCE PLANS 接收方案类型 ....................................................... 38

4.5 PROS AND CoNS 优缺点 ...............................................................................................39

5.0 APPENDICES: TECHNICAL DETAILS AND EXAMPLES 附件：技术细节和实

例41

5.1 RUN CHARTS 运行图....................................................................................................41

5.2 CONTROL CHARTS: INDIVIDUALS控制图表：单值 .................................................... 43

5. 3 MoVING RANGE CONTROL CHARTS移动极差控制图 ............................................... 49

5.4 AVERAGE AND VARIABILITY CHARTS均值图和变异性图...........................................54

5 . 5 HISTOGRAMS直方图 .................................................................................................... 67

5 . 6 CPK,Ppk FOR PROCESS CAPABILITY过程能力 CPK, PPK值 ................................... 68

5.7 ExPONENTIALLY WEIGHTED MOVING AREA CHARTS(EWMA)指数加权移动区域

图 (EWMA) ............................................................................................................................ 73

5. 8 CUSUM CHARTS累积和图 ............................................................................................

5.9 SAMPLING 抽样 ............................................................................................................ 83

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标签： #统计方法 #检测 #PDA

摘要：

UtilizationofStatisticalMethodsForProductionMonitoringTechnicalReportNo.59目录1.0INTRODUCTION简介...............................................................................41.1PURPOSEANDSCOPE目的和范围...............................................................................42.0GLOSSARYOFTERMS术语表......

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