6 sigma发展史 6 sigma History 6 sigma威力 6 sigma Power 6 sigma推行的组织介绍 6sigma Deployment Organization 证明六西格玛是需要的 List some benefits of Six Sigma 定义一些重要观念 Define some key concepts 项目定义 Project definition 确定一个方法去定义6 Sigma 绿带项目 To identify a method for defining Six Sigma Black Belt Projects 启动项目 Launching the Project 项目选择工具介绍 Project Scoping and Management Tools 树状图Tree Diagram 力场分析Force Field Diagrams 伯拉图Pareto Analysis 鱼骨图Fishbone Diagrams 亲和图Affinity Diagrams SIPOC图SIPOC Diagrams 因果关系矩阵 C&E Matrix Minitab 介绍 Minitab Introduction MINITAB的结构, 包括主要窗户, 菜单结构, 工具条快捷键盘命令The structure of MINITAB, including main windows, menu structure, tool bars and shortcut keyboard commands 数据类型, 数据输入及数据操作技巧Types of data, data entry and data manipulation techniques 修正数据结构以便用MINITAB分析Correct data structure for analysis in MINITAB 如何在MINITAB中创建及解释图表How to create and interpret basic graphs in MINITAB 把MINITAB结果移到其它文件中Moving output from MINITAB into other programs 基本统计介绍Basic Statistics 定义数据类型Define data types 介绍中心趋势测量Introduce measures of central tendency 介绍偏差测量Introduce measures of variation 介绍形状概念Introduce concepts of shape 展示基本图表工具Demonstrate basic graphical tools 测量阶段Measure Phase 过程流程图Process Mapping 宏观流程图Macro Process Map 过程流程图Process Flow Diagram 详细流程图 Detail Process Map 原因和结果工具Cause & Effects Tools 了解因果关系矩阵和鱼骨图如何实现突破性改进的蓝图相关Identify where the C&E Matrix Fishbone Diagrams into the Blueprint for Breakthrough 区分巧合与相关性Contrast coincidence with causality 展示鱼骨图Demonstrate Fishbone Diagrams 完成因果关系矩阵Complete a Cause & Effects Matrix 测量系统分析Measurement Systems Analysis 介绍量具能力的基本概念To introduce gage capability concepts 离散数据的gage R&R. To demonstrate and practice a method for gage studies for Attribute data 连续数据的gage R&R. To demonstrate and practice a method for gage studies for Continuous (Variable) data 过程能力分析Process Capability 介绍基本过程能力的统计方法Introduce fundamental capability statistics 短期和长期过程能力的分析方法Demonstrate short long-term capability analysis methods 合理编组方法Using rational subgroups 单一连续测量方法Using single measure sequences 离散数据的方法Using discrete data 通过excel和MinitabDemonstrate two ways to calculate capability 分析阶段Analyze Phase 图形分析Graphical Methods 介绍六种图形分析的方法Introduce six methods of graphical analysis 展示一种进行多变量研究. Demonstrate a method for conducting multi- vari studies 介绍并进行数据采掘练习Introduce and practice data mining FMEA介绍Failure Modes and Effects Analysis 介绍失效模式分析方法Identify a method for constructing an FMEA 使用Excel进行失效模式效果分析Use the Excel™ form to setup an FMEA 回归与相关性分析Regression & Correlation 介绍建立简单线性模型的方法 To introduce simple linear modeling 展示用Minitab 和 Excel 建立最小平方法模型 To demonstrate methods in Minitab & Excel for constructing least squares models 练习回归技巧 To practice regression techniques 介绍用Minitab 和 Excel To introduce higher-order models in Minitab & Excel 解释相关和回归的区别 difference between correlation & regression 假设检验Introduction to Hypothesis Testing 介绍统计学假设检验的概念To introduce statistical hypothesis testing 定义零假设和备择假设To define null and alternate hypotheses 展示构建假设检验的方法To demonstrate constructing a hypothesis test 为给定问题选择适当的假设检验方法提供路径图To provide for selecting the appropriate hypothesis test for a given problem 均值检验Means Testing 展示四种关于均值的假设检验To demonstrate four hypothesis for means 练习均值检验practice hypothesis testing for means 比例检验Proportion Testing 1-比例检验1- Proportion test 2-比例检验2- Proportion test ANOVA分析Analysis of Variance – One-way ANOVA 介绍变异数分析概念To introduce the concepts of Analysis of Variance 演练计算 ANOVA 表 To demonstrate and practice calculating the 练习 ANOVA To practice ANOVA 改善阶段Improve Phase 试验设计介绍Introduction to Designed Experiments 介绍统计学实验设计To Introduce the concept of statistically 讨论统计学实验设计的术语To discuss terminology for statistically designed experiments 提供实验设计用的工具To provide a tool for planning designed 全因子试验设计Full Factorials 展示一些一般因子实验的设立及分析方法To demonstrate some general setup and analysis 介绍主效果及交互作用的概念To introduce the concepts of main effects and interactions 练习用ANOVA分析全因子实验To practice using ANOVA to analyze 介绍DOE的术语及定义To introduce DOE terms and definitions 2K因子试验设计2k Factorial Designs 演示 2-水平因子设计To demonstrate two-level factorial designs 复习 DOE 术语和符号To review DOE terminology and notation 实习 DOE 设计及分析To practice DOE design & analysis 控制阶段Control Phase 控制简介及控制计划Introduction to Control and Control Plans 在控制阶段发展出控制程序Develop a procedure for the control phase 论述项目移交行动计划Discuss Project Transition Action Plans 探讨控制计划Explore Control Plans 介绍第四代管理的概念Introduce 4th Generation Management Concepts 控制方法Control Methods 讨论控制方法的类型和定义Discuss types and definitionscontrol methods 学习流程的防错技术 Learn techniques of error-proofing the process 连续变量 SPC–第一部分Variable SPC – Part 1 简单介绍SPC历史To present a brief history of SPC 为使用控制图提供指导方针To provide guidelines for using control charts 练习应用 Shewhart PDSA 循环To practice using the Shewhart PDSA cycle 演示运行图和 X-bar 与 R 图To demonstrate Run charts and X-barcharts 连续变量 SPC–第二部分Variable SPC – Part 2 控制图判定异常的检验Control charts are powerful detecting special cause variation 控制图的使用Using Control Charts 项目关闭Closing Your Project 讨论项目移交To discuss project transitions 讨论项目的实现阶段To discuss Realization 为 6 Sigma 项目的最终报告提供一个模板(Template) provide a template for Six Sigma Project Final Reports
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课程大纲
6 sigma威力 6 sigma Power
6 sigma推行的组织介绍 6sigma Deployment Organization
证明六西格玛是需要的 List some benefits of Six Sigma
定义一些重要观念 Define some key concepts
项目定义 Project definition
确定一个方法去定义6 Sigma 绿带项目 To identify a method for defining
Six Sigma Black Belt Projects
启动项目 Launching the Project
项目选择工具介绍 Project Scoping and Management Tools
树状图Tree Diagram
力场分析Force Field Diagrams
伯拉图Pareto Analysis
鱼骨图Fishbone Diagrams
亲和图Affinity Diagrams
SIPOC图SIPOC Diagrams
因果关系矩阵 C&E Matrix
Minitab 介绍 Minitab Introduction
MINITAB的结构, 包括主要窗户, 菜单结构, 工具条快捷键盘命令The structure
of MINITAB, including main windows, menu structure, tool bars and
shortcut keyboard commands
数据类型, 数据输入及数据操作技巧Types of data, data entry and data
manipulation techniques
修正数据结构以便用MINITAB分析Correct data structure for analysis in
MINITAB
如何在MINITAB中创建及解释图表How to create and interpret basic graphs
in MINITAB
把MINITAB结果移到其它文件中Moving output from MINITAB into other
programs
基本统计介绍Basic Statistics
定义数据类型Define data types
介绍中心趋势测量Introduce measures of central tendency
介绍偏差测量Introduce measures of variation
介绍形状概念Introduce concepts of shape
展示基本图表工具Demonstrate basic graphical tools
测量阶段Measure Phase
过程流程图Process Mapping
宏观流程图Macro Process Map
过程流程图Process Flow Diagram
详细流程图 Detail Process Map
原因和结果工具Cause & Effects Tools
了解因果关系矩阵和鱼骨图如何实现突破性改进的蓝图相关Identify where the
C&E Matrix Fishbone Diagrams into the Blueprint for Breakthrough
区分巧合与相关性Contrast coincidence with causality
展示鱼骨图Demonstrate Fishbone Diagrams
完成因果关系矩阵Complete a Cause & Effects Matrix
测量系统分析Measurement Systems Analysis
介绍量具能力的基本概念To introduce gage capability concepts
离散数据的gage R&R. To demonstrate and practice a method for gage
studies for Attribute data
连续数据的gage R&R. To demonstrate and practice a method for gage
studies for Continuous (Variable) data
过程能力分析Process Capability
介绍基本过程能力的统计方法Introduce fundamental capability statistics
短期和长期过程能力的分析方法Demonstrate short long-term capability
analysis methods
合理编组方法Using rational subgroups
单一连续测量方法Using single measure sequences
离散数据的方法Using discrete data
通过excel和MinitabDemonstrate two ways to calculate capability
分析阶段Analyze Phase
图形分析Graphical Methods
介绍六种图形分析的方法Introduce six methods of graphical analysis
展示一种进行多变量研究. Demonstrate a method for conducting multi-
vari studies
介绍并进行数据采掘练习Introduce and practice data mining
FMEA介绍Failure Modes and Effects Analysis
介绍失效模式分析方法Identify a method for constructing an FMEA
使用Excel进行失效模式效果分析Use the Excel™ form to setup an FMEA
回归与相关性分析Regression & Correlation
介绍建立简单线性模型的方法 To introduce simple linear modeling
展示用Minitab 和 Excel 建立最小平方法模型 To demonstrate methods in
Minitab & Excel for constructing least squares models
练习回归技巧 To practice regression techniques
介绍用Minitab 和 Excel To introduce higher-order models
in Minitab & Excel
解释相关和回归的区别 difference between correlation & regression
假设检验Introduction to Hypothesis Testing
介绍统计学假设检验的概念To introduce statistical hypothesis testing
定义零假设和备择假设To define null and alternate hypotheses
展示构建假设检验的方法To demonstrate constructing a hypothesis test
为给定问题选择适当的假设检验方法提供路径图To provide for selecting the
appropriate hypothesis test for a given problem
均值检验Means Testing
展示四种关于均值的假设检验To demonstrate four hypothesis for means
练习均值检验practice hypothesis testing for means
比例检验Proportion Testing
1-比例检验1- Proportion test
2-比例检验2- Proportion test
ANOVA分析Analysis of Variance – One-way ANOVA
介绍变异数分析概念To introduce the concepts of Analysis of Variance
演练计算 ANOVA 表 To demonstrate and practice calculating the
练习 ANOVA To practice ANOVA
改善阶段Improve Phase
试验设计介绍Introduction to Designed Experiments
介绍统计学实验设计To Introduce the concept of statistically
讨论统计学实验设计的术语To discuss terminology for statistically designed experiments
提供实验设计用的工具To provide a tool for planning designed
全因子试验设计Full Factorials
展示一些一般因子实验的设立及分析方法To demonstrate some general
setup and analysis
介绍主效果及交互作用的概念To introduce the concepts of main effects and interactions
练习用ANOVA分析全因子实验To practice using ANOVA to analyze
介绍DOE的术语及定义To introduce DOE terms and definitions
2K因子试验设计2k Factorial Designs
演示 2-水平因子设计To demonstrate two-level factorial designs
复习 DOE 术语和符号To review DOE terminology and notation
实习 DOE 设计及分析To practice DOE design & analysis
控制阶段Control Phase
控制简介及控制计划Introduction to Control and Control Plans
在控制阶段发展出控制程序Develop a procedure for the control phase
论述项目移交行动计划Discuss Project Transition Action Plans
探讨控制计划Explore Control Plans
介绍第四代管理的概念Introduce 4th Generation Management Concepts
控制方法Control Methods
讨论控制方法的类型和定义Discuss types and definitionscontrol methods
学习流程的防错技术 Learn techniques of error-proofing the process
连续变量 SPC–第一部分Variable SPC – Part 1
简单介绍SPC历史To present a brief history of SPC
为使用控制图提供指导方针To provide guidelines for using control charts
练习应用 Shewhart PDSA 循环To practice using the Shewhart PDSA cycle
演示运行图和 X-bar 与 R 图To demonstrate Run charts and X-barcharts
连续变量 SPC–第二部分Variable SPC – Part 2
控制图判定异常的检验Control charts are powerful detecting special
cause variation
控制图的使用Using Control Charts
项目关闭Closing Your Project
讨论项目移交To discuss project transitions
讨论项目的实现阶段To discuss Realization
为 6 Sigma 项目的最终报告提供一个模板(Template) provide a template for
Six Sigma Project Final Reports
本课程名称： 6SIGMA绿带培训班
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