Textile processes : quality control and design of experiments / Georgi Borisov Damyanov, Diana Stoyanova Germanova-Krasteva.

Format:

Book

Author/Creator:

Damyanov, Georgi Borisov, author.

Germanova-Krasteva, Diana, author.

Language:

English

Subjects (All):

Textile industry.

Physical Description:

1 online resource (260 p.)

Edition:

First edition.

Place of Publication:

New York : Momentum Press, LLC, [2013]

Language Note:

English

Summary:

This book has been written for textile experts, researchers, students, and PhD students in the field who work on the control and optimization of textile processes and the quality of the manufactured products. The book presents a review of the methods for experiment design and for deriving and optimization of mathematical models. The individual models are illustrated by numerical examples, which allow for easier comprehension and implementation of the methods in practice.

Contents:

Preface

About the authors

List of figures

List of tables

Part I. Introduction to mathematical statistics

I.1. General terms and definitions

I.2. Laws of random variables distribution

I.3. Statistical estimates

I.4. Statistical process control and control charts

I.5. Correlation analysis

I.6. Analysis of variance

Part II. Design of an experiment

II.1. Main concepts in mathematical modeling and optimization

II.2. Choice of parameters of optimization

II.3. Choice of input factors

II.4. Main stages of experimental modeling

II.5. Regression analysis

II.6. Full factorial experiment

II.7. Fractional factorial experiment

II.8. Statistical methods for movement to an optimal area

II.9. Investigation of the optimum area: composite designs of second order

II.10. Optimization of target function

II.11. Taguchi methods

Appendix 1: Student's T-distribution

Appendix 2: Chi-squared X2-distribution

Appendix 3: Fisher's F-distribution a = 0.05

Appendix 4: Fisher's F-distribution a = 0.01

Appendix 5: Cochran's critical values

Appendix 6: Density of normal distribution N(0, 1)

Appendix 7: Probability P for Sd [less than or equal to] Sdo

Appendix 8: Random numbers

Bibliography

Index.

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

Description based on print version record.

ISBN:

1-283-89609-5

1-60650-389-8

OCLC:

823237757