Applications of neural networks in textiles

Erscheinungsjahr 2014
ISBN: 978-0-85709-823-8
Verlag: Woodhead Publishing

Buch, Englisch, 300 Seiten

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.

Autoren/Hrsg.

Senthilkumar, M

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Neuronale Netzwerke
• Technische Wissenschaften Verfahrenstechnik | Chemieingenieurwesen | Biotechnologie Technologie der Textilverarbeitung und Faserverarbeitung

Inhaltsverzeichnis

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.

Über Autor(innen)

Dr M. Senthlkumar is Assistant Professor of Textile Technology at PSG College of Technology, India.