| Description |
1 online resource (1 online resource (xviii, 239 pages)) : illustrations, digital file |
| Contents |
Preface -- About the authors -- List of figures -- List of tables |
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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 |
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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 |
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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 |
| 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 |
| Analysis |
textile processes |
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quality control |
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applied statistics |
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control charts |
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regression analysis |
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ANOVA |
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design of experiments |
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optimization |
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Taguchi methods |
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Box-Wilson method |
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Simplex method |
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rank correlation |
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random balance method |
| Notes |
Title from PDF title page (viewed on October 8, 2012) |
| Bibliography |
Includes bibliographical references (pages 231-233) and index |
| Notes |
English |
| Subject |
Textile industry -- Mathematical models
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Textile industry -- Quality control
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TECHNOLOGY & ENGINEERING -- Technical & Manufacturing Industries & Trades.
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TECHNOLOGY & ENGINEERING -- Textiles & Polymers.
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Textile industry -- Mathematical models
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Textile industry -- Quality control
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| Form |
Electronic book
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| Author |
Germanova-Krasteva, Diana Stoyanova, 1967-
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| ISBN |
9781606503898 |
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1606503898 |
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1283896095 |
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9781283896092 |
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