Quality Improvement with Design of Experiments

A Response Surface Approach

AvI.N. Vuchkov,N.L. Boyadjieva

Inbunden, Engelska, 2001

Del i serien Topics in Safety, Risk, Reliability and Quality

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Beskrivning

This text presents a model-based approach to quality improvement through design of experiments. After a description of statistical methods for data analysis and design of experiments it addresses the following topics: Taguchi's approach to quality improvement; reduction of errors transmitted from factors to the response; robustness against errors in product/process parameters and external noise factors; optimization procedures for product/process design; quality improvement through mechanistic models; quality improvement of products with both qualitative and quantitative factors; and quality improvement based on replicated observations. The book provides systematic and detailed practical guidance to a model-based approach to quality engineering problems. All methods are illustrated by real-world examples that make them readily accessible to readers.

Produktinformation

Utgivningsdatum:2001-02-28
Mått:155 x 235 x 33 mm
Vikt:951 g
Format:Inbunden
Språk:Engelska
Serie:Topics in Safety, Risk, Reliability and Quality
Antal sidor:508
Upplaga:2001
Förlag:Kluwer Academic Publishers
ISBN:9780792368274

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Recensioner i media

'This book is interesting and provides a nice resource for understanding many of the issues confronting robust parameters design. Overall this book fills a valuable niche among quality improvement texts.' Technometrics, 44:2 (2002)

Innehållsförteckning

1. Introduction to Quality Improvement.- 2. Statistical Methods for Data Analysis.- 3. Design of Regression Experiments.- 4. Taguchi’s Approach to Quality Improvement.- 5. Quality Improvement through Reduction of the Errors Transmitted from the Factors to the Response.- 6. Optimization Procedures for Robust Design of Products and Processes with Errors in the Factors.- 7. Robustness against both Errors in Product Parameters and External Noise Factors.- 8. Quality Improvement through Mechanistic Models.- 9. Quality Improvement of Products Depending on both Qualitative and Quantitative Factors.- 10. Other Methods for Model Based Quality Improvement.- Author Index.