Applications of Neural Networks in Textiles
Published on 30. June 2014
Book
Hardback
300 pages
978-0-85709-823-8 (ISBN)
Description
Applications of neural networks in textiles addresses the fundamentals of Artificial Neural Networks (ANN) such as neurons, layers in the network, leaning algorithm, training patterns, classification of neural networks and their applications. The book also discusses the applications and benefits of ANN in various aspects of textile manufacturing processes, such as spinning, weaving, chemical processing, polymer processing, apparel manufacturing, technical textiles and effluent treatment.
Applications of neural networks in textiles addresses the fundamentals of Artificial Neural Networks (ANN) such as neurons, layers in the network, leaning algorithm, training patterns, classification of neural networks and their applications. The book also discusses the applications and benefits of ANN in various aspects of textile manufacturing processes, such as spinning, weaving, chemical processing, polymer processing, apparel manufacturing, technical textiles and effluent treatment.
Applications of neural networks in textiles addresses the fundamentals of Artificial Neural Networks (ANN) such as neurons, layers in the network, leaning algorithm, training patterns, classification of neural networks and their applications. The book also discusses the applications and benefits of ANN in various aspects of textile manufacturing processes, such as spinning, weaving, chemical processing, polymer processing, apparel manufacturing, technical textiles and effluent treatment.
More details
Language
English
Place of publication
Cambridge
United Kingdom
Publishing group
Elsevier Science & Technology
Target group
College/higher education
Dimensions
Height: 234 mm
Width: 156 mm
ISBN-13
978-0-85709-823-8 (9780857098238)
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Schweitzer Classification
Person
Dr M. Senthlkumar is Assistant Professor of Textile Technology at PSG College of Technology, India.
Dr M. Senthlkumar is Assistant Professor of Textile Technology at PSG College of Technology, India.
Dr M. Senthlkumar is Assistant Professor of Textile Technology at PSG College of Technology, India.
Content
Artificial neural networks (ANN); Neural network applications; Use of ANN in spinning; Chemical processing; Polymer processing; Apparel industry; Technical textiles; Effluent treatment; Challenges encountered by ANN applications in textiles; Future trends.