Textile processes quality control and design of experiments /
Dami͡anov, Georgi B. 1927-
Textile processes quality control and design of experiments / [electronic resource] : Georgi Borisov Damyanov, Diana Stoyanova Germanova-Krasteva. - 1st ed. - [New York, N.Y.] (222 East 46th Street, New York, NY 10017) : Momentum Press, c2013. - 1 electronic text (xviii, 239 p.) : ill., digital file.
Includes bibliographical references (p. 231-233) and index.
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.
Restricted to libraries which purchase an unrestricted PDF download via an IP.
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.
Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
Mode of access: World Wide Web.
System requirements: Adobe Acrobat reader.
9781606503898 (electronic bk.) 1606503898 (electronic bk.)
10.5643/9781606503898 doi
Textile industry--Mathematical models.
Textile industry--Quality control.
textile processes quality control applied statistics control charts regression analysis ANOVA design of experiments optimization Taguchi methods Box-Wilson method Simplex method rank correlation random balance method
Electronic books.
TS1449 / .D257 2013
677.0287
Textile processes quality control and design of experiments / [electronic resource] : Georgi Borisov Damyanov, Diana Stoyanova Germanova-Krasteva. - 1st ed. - [New York, N.Y.] (222 East 46th Street, New York, NY 10017) : Momentum Press, c2013. - 1 electronic text (xviii, 239 p.) : ill., digital file.
Includes bibliographical references (p. 231-233) and index.
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.
Restricted to libraries which purchase an unrestricted PDF download via an IP.
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.
Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
Mode of access: World Wide Web.
System requirements: Adobe Acrobat reader.
9781606503898 (electronic bk.) 1606503898 (electronic bk.)
10.5643/9781606503898 doi
Textile industry--Mathematical models.
Textile industry--Quality control.
textile processes quality control applied statistics control charts regression analysis ANOVA design of experiments optimization Taguchi methods Box-Wilson method Simplex method rank correlation random balance method
Electronic books.
TS1449 / .D257 2013
677.0287