Quality Improvement Through Planned Experimentation 3/E

3rd Edition
0071759670 · 9780071759670
The latest experimental design techniques for quality improvement"The methods taught in this book are a major contribution to statistical methods as an aid to engineers, as well as to those in industry, education, or government who are trying to unde… Read More
US$125.10
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Chapter 1. Improvement of Quality
Building Knowledge, the Scientific Method
Improvement of Quality
Model for Improvement
Using the PDSA Cycle to Test a Change

Chapter 2. Principles for Design and Analysis of Planned Experiments
Types of Planned Experiments
Principles for Designing Analytic Studies
Tools for Experimentation
Form for Documentation
Analysis of Data from Analytic Studies

Chapter 3. Experiments with One Factor
General Approach to 1 Factor Experiments
Using Control Chart for a 1 Factor Experiment
Example of a One Factor Design
Paired Comparison Experiments
Randomized Block Designs
Incomplete Block Designs

Chapter 4. Experiments w/ More Than 1 Factor
Introduction to Factorial Designs
Design of Factorial Experiments
Analysis of Factorial Experiments

Chapter 5. Reducing Size of Experiments
Introduction to Fractional Factorial Designs
Fractional Factorial Designs Moderate
Fractional Factorial Designs Low
Blocking in Factorial Designs

Chapter 6. Evaluating Sources of Variation
Rational Subgrouping with Control Charts
Nested Design to Study Variation
A Three Factor Nested Experiment
Planning/Analyzing with Nested Factors
More than Three Factors in a Nested Design
A Study with Nested and Crossed Factors
Calculating Variance Components
Calculating Summary Statistics

Chapter 7. Case Study: Sequential Expriment
Improving a Mill Process

Chapter 8. Time Series Designs
Designs for Studying Changes over time
Use of Shewhart Control Charts
Case Study – Sequential Experimentation Using Time Series

Chapter 9. Experiments with More than 2 Levels and Special Applications
Factorial Designs with More Than 2 Levels
Augmenting 2^k Factorial Designs with Center Points,br>Three level Factorial Designs
Special applications (Interchangeable Parts, Mixtures, Evolutionary Operation)
Experimental Design for Complex Systems

Chapter 10. Applications in the Biomedical FieldCase Study

Chapter 11. New Product Design
Phase 0: Generate Ideas
Phase 1: Develop Concepts, Define Product
Phase 2: Test
Phase 3: Implement
Case Study: Redesign a Wallpaper Product

Appendix A: Measurement
Studying Measurement Processes in the physical and social sciences
Case Study: Evaluating a Measurement Process

Appendix B: Forms
Worksheet for Documenting a PDSA Cycle
Worksheet of a Planned Experiment