Artificial Intelligence in Textile Engineering

Artificial Intelligence in Textile Engineering

Author: Anindya Ghosh

Publisher: Elsevier

Published: 2024-05-30

Total Pages: 312

ISBN-13: 0443221243

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Artificial Intelligence in Textile Engineering explains Artificial Intelligence techniques from first principles in the perfect way for textiles materials scientists and engineers.Advances in Artificial Intelligence technology have made a substantial impact across the textiles supply chain, making products more efficient, flexible and reliable. In this book techniques such as artificial neural network, support vector machine, fuzzy logic, rough set, evolutionary algorithm, and hybrid intelligence systems are described with application to textiles. Readers are supported throughout with step by step mathematical derivations of AI techniques, case studies, as well as MATLAB codes, giving readers from different backgrounds the perfect entry to AI solutions. - Includes MATLAB® codes for solving various artificial intelligence techniques - Provides case studies, practical examples of textile engineering problems and self-study problems in each chapter - Presents step-by-step mathematical derivations of artificial intelligence techniques throughout


Artificial Intelligence for Fashion Industry in the Big Data Era

Artificial Intelligence for Fashion Industry in the Big Data Era

Author: Sébastien Thomassey

Publisher: Springer

Published: 2018-05-16

Total Pages: 289

ISBN-13: 9811300801

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This book provides an overview of current issues and challenges in the fashion industry and an update on data-driven artificial intelligence (AI) techniques and their potential implementation in response to those challenges. Each chapter starts off with an example of a data-driven AI technique on a particular sector of the fashion industry (design, manufacturing, supply or retailing), before moving on to illustrate its implementation in a real-world application


Artificial Intelligence, Engineering Systems and Sustainable Development

Artificial Intelligence, Engineering Systems and Sustainable Development

Author: Tulsi Pawan Fowdur

Publisher: Emerald Group Publishing

Published: 2024-01-18

Total Pages: 305

ISBN-13: 183753540X

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An analysis of different concepts and case studies in engineering disciplines such as chemical, civil, electrical, telecommunications and mechanical engineering, demonstrating how engineering systems and processes can leverage the power of AI to drive and achieve the UN SDGs.


Advances in Modeling and Simulation in Textile Engineering

Advances in Modeling and Simulation in Textile Engineering

Author: Nicholus Tayari Akankwasa

Publisher: Woodhead Publishing

Published: 2021-03-28

Total Pages: 468

ISBN-13: 0128229551

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Advances in Modeling and Simulation in Textile Engineering: New Concepts, Methods, and Applications explains the advanced principles and techniques that can be used to solve textile engineering problems using numerical modeling and simulation. The book draws on innovative research and industry practice to explain methods for the modeling of all of these processes, helping readers apply computational power to more areas of textile engineering. Experimental results are presented and linked closely to processes and methods of implementation. Diverse concepts such as heat transfer, fluid dynamics, three-dimensional motion, and multi-phase flow are addressed. Finally, tools, theoretical principles, and numerical models are extensively covered. Textile engineering involves complex processes which are not easily expressed numerically or simulated, such as fiber motion simulation, yarn to fiber formation, melt spinning technology, optimization of yarn production, textile machinery design and optimization, and modeling of textile/fabric reinforcements. - Provides new approaches and techniques to simulate a wide range of textile processes from geometry to manufacturing - Includes coverage of detailed mathematical methods for textiles, including neural networks, genetic algorithms, and the finite element method - Addresses modeling techniques for many different phenomena, including heat transfer, fluid dynamics and multi-phase flow


Human Factors for Apparel and Textile Engineering

Human Factors for Apparel and Textile Engineering

Author: Gianni Montagna

Publisher: AHFE Conference

Published: 2024-07-24

Total Pages: 154

ISBN-13: 196486710X

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Proceedings of the 15th International Conference on Applied Human Factors and Ergonomics and the Affiliated Conferences, Nice, France, 24-27 July 2024.


Distributed Computing and Artificial Intelligence, 13th International Conference

Distributed Computing and Artificial Intelligence, 13th International Conference

Author: Sigeru Omatu

Publisher: Springer

Published: 2016-05-31

Total Pages: 550

ISBN-13: 3319401629

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The 13th International Symposium on Distributed Computing and Artificial Intelligence 2016 (DCAI 2016) is a forum to present applications of innovative techniques for studying and solving complex problems. The exchange of ideas between scientists and technicians from both the academic and industrial sector is essential to facilitate the development of systems that can meet the ever-increasing demands of today’s society. The present edition brings together past experience, current work and promising future trends associated with distributed computing, artificial intelligence and their application in order to provide efficient solutions to real problems. This symposium is organized by the University of Sevilla (Spain), Osaka Institute of Technology (Japan), and the Universiti Teknologi Malaysia (Malaysia)


Artificial Intelligence for Fashion

Artificial Intelligence for Fashion

Author: Leanne Luce

Publisher: Apress

Published: 2018-12-08

Total Pages: 225

ISBN-13: 1484239318

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Learn how Artificial Intelligence (AI) is being applied in the fashion industry. With an application focused approach, this book provides real-world examples, breaks down technical jargon for non-technical readers, and provides an educational resource for fashion professionals. The book investigates the ways in which AI is impacting every part of the fashion value chain starting with product discovery and working backwards to manufacturing. Artificial Intelligence for Fashion walks you through concepts, such as connected retail, data mining, and artificially intelligent robotics. Each chapter contains an example of how AI is being applied in the fashion industry illustrated by one major technological theme. There are no equations, algorithms, or code. The technological explanations are cumulative so you'll discover more information about the inner workings of artificial intelligence in practical stages as the book progresses. What You’ll Learn Gain a basic understanding of AI and how it is used in fashion Understand key terminology and concepts in AI Review the new competitive landscape of the fashion industry Conceptualize and develop new ways to apply AI within the workplaceWho This Book Is For Fashion industry professionals from designers, managers, department heads, and executives can use this book to learn about how AI is impacting roles in every department and profession.


Recent Trends in Computational Intelligence and Its Application

Recent Trends in Computational Intelligence and Its Application

Author: Sugumaran D

Publisher: CRC Press

Published: 2023-06-15

Total Pages: 565

ISBN-13: 1000959309

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The increase in computing power and sensor data has driven Information Technology on end devices, such as smart phones or automobiles. The widespread application of IT across the globe includes manufacturing, engineering, retail, e-commerce, health care, education, financial services, banking, space exploration, politics (to help predict the sentiments of voter demographics), etc. The papers in this conference proceeding examine and discuss various interdisciplinary researches that could accelerate the advent of Information Technology.


Textile Technology

Textile Technology

Author: Thomas Gries

Publisher: Carl Hanser Verlag GmbH Co KG

Published: 2015-01-15

Total Pages: 463

ISBN-13: 1569905665

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Textile Technology is a unique and readable introduction into the field of textile engineering. It is based on an elementary level course focusing on the manufacture (processes and machines) of yarn, fabric, knitwear, nonwovens, braids, reinforcing fabrics, and technical textiles, but also provides technicians and engineers in the textile industry with an up-to-date review of processes and equipment for textile manufacturing. The book covers all processing steps for the manufacturing of textiles, describing materials, processes and machines, finishing, making-up, and recycling. To provide a better understanding of the individual textile processes, each chapter ends with an example describing the respective processing steps for a specific textile product. In addition, current and future development trends are discussed. The second edition is brought up to date with extensive coverage of new developments, such as in the fields of testing, measurement, and simulation. Contents • Raw materials • Yarn production • Fabric production • Knitwear production • Nonwovens production • Braiding processes and machines • Noncrimp fabrics • Textile finishing • Clothing manufacture • Technical textiles • Textile testing • Disposal and recycling • Simulation