Neural model of the spinning process for predicting selected properties of flax/cotton yarn blends

Fibres and Textiles in Eastern Europe

Volumn 12, Issue 4, 2004, Pages 17-21

  Jackowska Strumiłło, Lidia ^a   Jackowski, Tadeusz ^a   Cyniak, Danuta ^a   Czekalski, Jerzy ^a  

^a LODZ UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

Artificial neural networks; Feed forward networks; Flax cotton blends; Rotor spinning; Yarn blends; Yarn quality parameters

Indexed keywords

LINEN; NEURAL NETWORKS; SPINNING (FIBERS); WOOL; YARN;

FEED-FORWARD NETWORK; FLAX/COTTON BLEND; LINEAR DENSITY; NEURAL MODELLING; QUALITY PARAMETERS; ROTOR SPINNING; SPINNING PROCESS; YARN BLEND; YARN QUALITY; YARN QUALITY PARAMETER;

FLAX;

COTTON-FLAX BLEND; MATHEMATICAL ANALYSIS; MODEL; NEURAL NETWORK; SPINNING;

EID: 13444310426     PISSN: 12303666     EISSN: 23007354     Source Type: Journal    
DOI: None     Document Type: Article

References (7)

1. Jackowska-Strumiłło L., Jackowski T., Chylewska B., Cyniak D.: 'Application of Hybrid Neural Model to Determination of Selected Yarn Parameters', Fibres and Textiles in Eastern Europe, 1998, No. 4, p. 27-32.
2. Jackowski T., Chylewska B., Cyniak D., Czekalski J., Jackowska-Strumiłło L.: 'Modelling of the relationship between feeding sliver structures and parameters of cotton/linen blended yarns', Fibres & Textiles in Eastern Europe, April/June 2003, Vol. 11, No. 2 (41), p. 12-17.
3. Jackowski T., Czekalski J., Chylewska B., Cyniak D.: 'Blended rotor yarns with cottonised hemp content' (in Polish), Przegla̧d Włókienniczy, 7/2001.
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5. Haykin S.: Neural Networks: a comprehensive foundation - 2nd ed. Prentice Hall, 1999.
6. Cierpucha W., Kozłowski R., Mańkowski J., Waśko J., Mańkowski T.: 'Applicability of Flax and Hemp as Raw Materials for Production of Cotton-like Fibres and Blended Yarns in Poland', Fibres & Textiles in Eastern Europe, July/October 2004, Vol. 12 No. 3 (47), p. 13-18.
7. Hecht-Nielsen R., Neurocomputing. Addison-Wesley Publishing Company, 1990.