Artificial Intelligence In Textile Engineering

Author : Anindya Ghosh
Publisher : Elsevier
ISBN 13 : 0443221243
Total Pages : 312 pages
Book Rating : 4.48/5 ( download)

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Download or read book Artificial Intelligence in Textile Engineering written by Anindya Ghosh and published by Elsevier. This book was released on 2024-05-30 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Er. Sabeer Patnaik
Publisher : Abhishek Publications
ISBN 13 : 9356526117
Total Pages : 25 pages
Book Rating : 4.12/5 ( download)

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Download or read book Artificial Intelligence in Textile Manufacturing written by Er. Sabeer Patnaik and published by Abhishek Publications. This book was released on 2024-05-01 with total page 25 pages. Available in PDF, EPUB and Kindle. Book excerpt: Al or Artificial Intelligence in Textile Manufacturing" delves into the transformative impact of artificial intelligence on one of the oldest industries known to humanity. This book offers an insightful exploration of how Al technologies are revolutionizing every aspect of textile production, from design and manufacturing to distribution and sustainability. Through a blend of theoretical frameworks, practical case studies, and future projections, readers embark on a journey through the intricate web of algorithms, robotics, and data analytics reshaping the textile landscape. Whether it's optimizing production processes, enhancing product quality, or fostering innovation, this book illuminates the myriad ways in which Al is reshaping the future of textile manufacturing. It is an indispensable guide for professionals, researchers, and enthusiasts eager to navigate the intersection of technology and tradition in the textile industry.

Author : Sébastien Thomassey
Publisher : Springer
ISBN 13 : 9811300801
Total Pages : 289 pages
Book Rating : 4.06/5 ( download)

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Download or read book Artificial Intelligence for Fashion Industry in the Big Data Era written by Sébastien Thomassey and published by Springer. This book was released on 2018-05-16 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Wai Keung Wong
Publisher : Springer
ISBN 13 : 3319996959
Total Pages : 348 pages
Book Rating : 4.50/5 ( download)

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Download or read book Artificial Intelligence on Fashion and Textiles written by Wai Keung Wong and published by Springer. This book was released on 2018-10-13 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book includes the Proceedings of the Artificial Intelligence on Fashion and Textiles conference 2018 which provides state-of-the-art techniques and applications of AI in the fashion and textile industries. It is essential reading for scientists, researchers and R&D professionals working in the field of AI with applications in the fashion and textile industry; managers in the fashion and textile enterprises; and anyone with an interest in the applications of AI. Over the last two decades, with the great advancement of computer technology, academic research in artificial intelligence (AI) and its applications in fashion and textile supply chain has been becoming a very hot topic and has received greater attention from both academics and industrialists. A number of AI-related techniques has been successfully employed and proven to handle the problems including fashion sales forecasting, supply chain optimization, planning and scheduling, textile material defect detection, fashion and textile image recognition, fashion image and style retrieval, human body modeling and fitting, etc.

Author : Wai Keung Wong
Publisher :
ISBN 13 : 9783319996967
Total Pages : pages
Book Rating : 4.67/5 ( download)

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Download or read book Artificial Intelligence on Fashion and Textiles written by Wai Keung Wong and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The book includes the Proceedings of the Artificial Intelligence on Fashion and Textile conference 2018 which provides state-of-the-art techniques and applications of AI in the fashion and textile industries. It is essential reading for scientists, researchers and R&D professionals working in the field of AI with applications in the fashion and textile industry; managers in the fashion and textile enterprises; and anyone with an interest in the applications of AI. Over the last two decades, with the great advancement of computer technology, academic research in artificial intelligence (AI) and its applications in fashion and textile supply chain has been becoming a very hot topic and has received greater attention from both academics and industrialists. A number of AI-related techniques has been successfully employed and proven to handle the problems including fashion sales forecasting, supply chain optimization, planning and scheduling, textile material defect detection, fashion and textile image recognition, fashion image and style retrieval, human body modeling and fitting, etc.

Author : Deepak Solanki
Publisher : Daiso Publishing House
ISBN 13 :
Total Pages : 66 pages
Book Rating : 4./5 ( download)

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Download or read book AI and The Textile Industry 4.0 written by Deepak Solanki and published by Daiso Publishing House. This book was released on 2023-02-14 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book "AI and the Textile Industry 4.0" explores the use of artificial intelligence (AI) in the textile industry, particularly in the context of Industry 4.0. It covers various topics such as smart textiles, supply chain optimization, predictive maintenance, quality control, and digitization of production processes using AI. The book also discusses the potential benefits and challenges of implementing AI in the textile industry, and provides case studies and practical examples. The book aims to provide a comprehensive understanding of the role of AI in transforming the textile industry and how it can be leveraged to increase efficiency, reduce costs, and improve quality. In this book, Author Deepak Solanki draws on his extensive experience to provide readers with a comprehensive and engaging overview of AI and its impact on the textile industry. His insights and perspective will deepen your understanding of the role of AI in the textile industry and inspire you to think about this rapidly evolving field in new and innovative ways. Whether you are a seasoned professional, a student, or simply someone with an interest in the field, Deepak Solanki unique perspective and expertise make this book a must-read for anyone interested in the future of AI and the textile industry

Author : Calvin Wong
Publisher : Woodhead Publishing
ISBN 13 : 0081012187
Total Pages : 312 pages
Book Rating : 4.85/5 ( download)

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Download or read book Applications of Computer Vision in Fashion and Textiles written by Calvin Wong and published by Woodhead Publishing. This book was released on 2017-10-20 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applications of Computer Vision in Fashion and Textiles provides a systematic and comprehensive discussion of three key areas that are taking advantage of developments in computer vision technology, namely textile defect detection and quality control, fashion recognition and 3D modeling, and 2D and 3D human body modeling for improving clothing fit. It introduces the fundamentals of computer vision techniques for fashion and textile applications, also reviewing computer vision techniques for textile quality control, including chapters on wavelet transforms, Gibor filters, Fourier transforms, and neural network techniques. Final sections cover recognition, modeling, retrieval technologies and advanced human shape modeling techniques. The book is essential reading for scientists and researchers working in the field of fashion production, quality assurance, product development, textiles, fashion supply chain managers, R&D professionals and managers in the textile industry. Explores computer vision technology with reference to improving budget, quality and schedule control in textile manufacturing Provides a thorough understanding of the role of computer vision in developing intelligent systems for the fashion and textiles industries Elucidates the connections between human body modeling technology and intelligent manufacturing systems

Author : Tulsi Pawan Fowdur
Publisher : Emerald Group Publishing
ISBN 13 : 183753540X
Total Pages : 305 pages
Book Rating : 4.08/5 ( download)

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Download or read book Artificial Intelligence, Engineering Systems and Sustainable Development written by Tulsi Pawan Fowdur and published by Emerald Group Publishing. This book was released on 2024-01-18 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Nicholus Tayari Akankwasa
Publisher : Woodhead Publishing
ISBN 13 : 0128229551
Total Pages : 468 pages
Book Rating : 4.52/5 ( download)

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Download or read book Advances in Modeling and Simulation in Textile Engineering written by Nicholus Tayari Akankwasa and published by Woodhead Publishing. This book was released on 2021-03-28 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Leanne Luce
Publisher : Apress
ISBN 13 : 1484239318
Total Pages : 225 pages
Book Rating : 4.15/5 ( download)

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Download or read book Artificial Intelligence for Fashion written by Leanne Luce and published by Apress. This book was released on 2018-12-08 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.