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作者 Dami︠a︡nov, Georgi B. (Georgi Borisov), 1927-
書名 Textile processes [electronic resource] : quality control and design of experiments / Georgi Borisov Damyanov, Diana Stoyanova Germanova-Krasteva
出版項 [New York, N.Y.] (222 East 46th Street, New York, NY 10017) : Momentum Press, c2013
國際標準書號 9781606503898 (electronic bk.)
1606503898 (electronic bk.)
9781606503874 (print)
1606503871 (print)
國際標準號碼 10.5643/9781606503898 doi
book jacket
版本 1st ed
說明 1 electronic text (xviii, 239 p.) : ill., digital file
附註 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
Also available in print
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
Title from PDF t.p. (viewed on October 8, 2012)
鏈接 Print version: 1606503871 9781606503874
主題 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
Alt Author Germanova-Krasteva, Diana Stoyanova
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