Application of artificial neural network to predict rotor-spun yarn properties

Melliand International

Volumn 10, Issue 3, 2004, Pages 183-185

  Das, D ^a   Ishtiaque, S M ^a   Mac, T ^b   Veit, D ^b   Gries, T ^b  

^a INDIAN INSTITUTE OF TECHNOLOGY DELHI   (India)

^b RWTH AACHEN UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COTTON YARN; NEURAL NETWORK; POLYESTER YARN; PREDICTIVE MODEL; ROTOR SPINNING; VISCOSE RAYON YARN; YARN MANUFACTURE; YARN PROPERTY;

EID: 5144225388     PISSN: 09479163     EISSN: None     Source Type: Trade Journal    
DOI: None     Document Type: Article

References (8)

1. Ramesh, M.C., Rajamanickam, R., Jayaraman, S., The Prediction of Tensile Properties by Using Artificial Neural Networks, Journal of Textile Institute 86 (1995) 459-469
2. Zhu, R., Ethridge, M.D., Predicting Hairiness for Ring and Rotor Spun Yams and Analysing the Impact of Fiber Properties, Textile Research Journal 67 (1997) 694-698
3. Pynckles, F., Kiekens, P., Sette, S., Van Langenhove, L., Impe, K., Use of Neural Nets for Determining the Spinnability of Fibers, Journal of Textile Institute 86 (1995) 425-437
4. Pynckles, F., Kiekens, P., Sette, S., Van Langenhove, L, Impe, K., The Use of Neural Nets to Simulate the Spinning Process, Journal of Textile Institute 88 (1997) 440-447
5. Zurada, J.M., "Introduction to Artificial Neural Systems", Jaico Publishing House, India, 1999
6. Haykin, S., "Neural Networks, A Comprehensive Foundation", Macmillan College Publishing Co. Inc., 1994
7. Schoeneburg, E., Hansen, N., Gawelczyk, A., "Neuronale Netzwerke", Markt&Technik Verlag AG, Germany
8. Veit, D., Einstellung von Falschdraht-Texturier-maschinen mit Hilfe der Evolutionsstrategie und Neuronaler Netze, Doctoral Dissertation at the Institute for Textile Technology Aachen (ITA), RWTH Aachen University, Germany, 1999