Implementing six sigma : smarter solutions using statistical methods /
* Includes new and expanded coverage of Six Sigma infrastructure building and benchmarking. * Provides plans, checklists, metrics, and pitfalls.
| Κύριος συγγραφέας: | Breyfogle, Forrest W., 1946- |
|---|---|
| Μορφή: | Βιβλίο |
| Γλώσσα: | English |
| Στοιχεία έκδοσης: |
Hoboken, NJ :
Wiley,
2003.
|
| Έκδοση: | 2nd ed. |
| Ταξινομικός αριθμός: |
658.562 BRE |
| Θέματα: | |
| Ετικέτες: |
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Πίνακας περιεχομένων:
- pt. I. S[superscript 4]/IEE Deployment and Define Phase from DMAIC
- 1. Six Sigma Overview and S[superscript 4]/IEE Implementation
- 2. Voice of the Customer and the S[superscript 4]/IEE Define Phase
- pt. II. S[superscript 4]/IEE Measure Phase from DMAIC
- 3. Measurements and the S[superscript 4]/IEE Measure Phase
- 4. Process Flowcharting/Process Mapping
- 5. Basic Tools
- 6. Probability
- 7. Overview of Distributions and Statistical Processes
- 8. Probability and Hazard Plotting
- 9. Six Sigma Measurements
- 10. Basic Control Charts
- 11. Process Capability and Process Performance Metrics
- 12. Measurement Systems Analysis
- 13. Cause-and-Effect Matrix and Quality Function Deployment
- 14. FMEA
- pt. III. S[superscript 4]/IEE Analyze Phase from DMAIC (or Passive Analysis Phase)
- 15. Visualization of Data
- 16. Confidence Intervals and Hypothesis Tests
- 17. Inferences: Continuous Response
- 18. Inferences: Attribute (Pass/Fail) Response
- 19. Comparison Tests: Continuous Response
- 20. Comparison Tests: Attribute (Pass/Fail) Response
- 21. Bootstrapping
- 22. Variance Components
- 23. Correlation and Simple Linear Regression
- 24. Single-Factor (One-Way) Analysis of Variance (ANOVA) and Analysis of Means (ANOM)
- 25. Two-Factor (Two-Way) Analysis of Variance
- 26. Multiple Regression, Logistic Regression, and Indicator Variables
- pt. IV. S[superscript 4]/IEE Improve Phase from DMAIC (or Proactive Testing Phase)
- 27. Benefiting from Design of Experiments (DOE)
- 28. Understanding the Creation of Full and Fractional Factorial 2[superscript k] DOEs
- 29. Planning 2[superscript k] DOEs
- 30. Design and Analysis of 2[superscript k] DOEs
- 31. Other DOE Considerations
- 32. Robust DOE
- 33. Response Surface Methodology
- pt. V. S[superscript 4]/IEE Control Phase from DMAIC and Application Examples
- 34. Short-Run and Target Control Charts
- 35. Control Charting Alternatives
- 36. Exponentially Weighted Moving Average (EWMA) and Engineering Process Control (EPC)
- 37. Pre-control Charts
- 38. Control Plan, Poka-yoke, Realistic Tolerancing, and Project Completion
- 39. Reliability Testing/Assessment: Overview
- 40. Reliability Testing/Assessment: Repairable System
- 41. Reliability Testing/Assessment: Nonrepairable Devices
- 42. Pass/Fail Functional Testing
- 43. S[superscript 4]/IEE Application Examples
- pt. VI. S[superscript 4]/IEE Lean and Theory of Constraints
- 44. Lean and Its Integration with S[superscript 4]/IEE
- 45. Integration of Theory of Constraints (TOC) in S[superscript 4]/IEE
- pt. VII. DFSS and 21-Step Integration of the Tools
- 46. Manufacturing Applications and a 21-Step Integration of the Tools
- 47. Service/Transactional Applications and a 21-Step Integration of the Tools
- 48. DFSS Overview and Tools
- 49. Product DFSS
- 50. Process DFSS
- pt. VIII. Management of Infrastructure and Team Execution
- 51. Change Management
- 52. Project Management and Financial Analysis
- 53. Team Effectiveness
- 54. Creativity
- 55. Alignment of Management Initiatives and Strategies with S[superscript 4]/IEE
- App. A. Supplemental Information
- App. B. Equations for the Distributions
- App. C. Mathematical Relationships
- App. D. DOE Supplement.