Textile Engineering Statistical Techniques, Design of Experiments and Stochastic Modeling

Focusing on the importance of the application of statistical techniques, this book covers the design of experiments and stochastic modeling in textile engineering. Textile Engineering: Statistical Techniques, Design of Experiments and Stochastic Modeling focuses on the analysis and interpretation of textile data for improving the quality of textile processes and products using various statistical techniques.

FEATURES

• Explores probability, random variables, probability distribution, estimation, significance test, ANOVA, acceptance sampling, control chart, regression and correlation, design of experiments and stochastic modeling pertaining to textiles



• Presents step-by-step mathematical derivations



• Includes MATLAB^{®
  codes for solving various numerical problems}



• Consists of case studies, practical examples and homework problems in each chapter

This book is aimed at graduate students, researchers and professionals in textile engineering, textile clothing, textile management and industrial engineering. This book is equally useful for learners and practitioners in other scientific and technological domains.

Zusammenfassung

Overall theme of the book is analysis and interpretation of the textile data for improving the quality of textile process and product using various statistical techniques. This volume covers statistical techniques, design of experiments and stochastic modeling in textile engineering supported by practical examples and end-of-chapter exercises.

Produktdetails

• Autoren: Bapi Saha, Ghosh Anindya, Anindya Ghosh, Anindya (Government College of Engineering Ghosh, Prithwiraj Mal
• Verlag: Taylor & Francis Ltd.
• Inhalt: Buch
• Produktform: Taschenbuch
• Erscheinungsdatum: 07.10.2024
• Thema: Geisteswissenschaften, Kunst, Musik > Kunst > Innenarchitektur, Design; Naturwissenschaften, Medizin, Informatik, Technik > Mathematik > Wahrscheinlichkeitstheorie, Stochastik, Mathematis
• EAN: 9780367532765
• ISBN: 978-0-367-53276-5
• Anzahl Seiten: 460
• Themen: UL, SCIENCE / Chemistry / Industrial & Technical, MATHEMATICS / Probability & Statistics / General, BUSINESS & ECONOMICS / Management, TECHNOLOGY & ENGINEERING / Textiles & Polymers, TECHNOLOGY & ENGINEERING / Engineering (General), BUSINESS & ECONOMICS / Industries / Manufacturing, ATI, Management & management techniques, Mechanical Engineering, Probability & statistics, Engineering: general, Manufacturing industries, Management and management techniques, Probability and statistics, Textile & fibre technology, Textiles and fibres, TECHNOLOGY & ENGINEERING / Materials Science / General, Industrial chemistry and manufacturing technologies, Engineering applications of polymers and composites, Industrial chemistry & manufacturing technologies, Plastics & polymers technology, Plastics and polymers, stochastic differential equation, Data Set, random dynamical systems, industrial process optimization, quality improvement methods, Multiple Linear Regression, binomial distribution, control chart, experimental data analysis, advanced statistical modeling, textile process statistical analysis, fiber property measurement, textile process control, Discrete Random Variable, OC Curve, MGF., Probability Density Curve, Cotton Fibre Lengths, Yarn Strength, Untreated Fabric Samples, Average Absolute Distance, Acceptance Sampling Scheme, Yarn Tenacity, Euler Maruyama Approximation, Proportion Defective, AOQ Curve, Density Histogram, AOQ, Lower Boundary Point