SELECTING COTTON BALES BY SPINNING CONSISTENCY INDEX AND MICRONAIRE USING ARTIFICIAL NEURAL NETWORKS

Autex Research Journal

Volumn 4, Issue 1, 2004, Pages 1-8

  Majumdar, Abhijit ^a   Majumdar, Prabal Kumar ^a   Sarkar, Bijon ^b  

^a MAULANA ABUL KALAM AZAD UNIVERSITY OF TECHNOLOGY   (India)

^b JADAVPUR UNIVERSITY   (India)

Author keywords

high volume instrument; micronaire; neural network; ring yarns; spinning consistency index

Indexed keywords

BALES; CONSISTENCY; COTTON; MODELS; NEURAL NETWORKS; RINGS; SPINNING; YARN;

BALE; COTTON; MATERIALS SELECTION; MATHEMATICAL MODEL; MICRONAIRE VALUE; NEURAL NETWORK;

EID: 3142671902     PISSN: 14709589     EISSN: None     Source Type: Journal    
DOI: 10.1515/aut-2004-040101     Document Type: Article

References (19)

1. Aggarwal S K.; A Model to Estimate the Breaking Elongation of High Twist Ring Spun Cotton Yarns, Part 1: Derivation of the Model for Yarns from Single Cotton Varieties, Textile Research Journal, 59, 691-695, 1989.
2. Bogdan J F.; The Prediction of Cotton Yarn Strengths, Textile Research Journal, 37, 536-537, 1967.
3. Bogdan J F.; The Characterization of Spinning Quality, Textile Research Journal, 26, 720-730, 1956.
4. Frydrych I.; A New Approach for Predicting Strength Properties of Yarns, Textile Research Journal, 62, 340-348, 1992.
5. Morris P J., Merkin J H., Rennel R W.; Modelling of Yarn Properties from Fibre Properties, Journal of the Textile Institute, 90, 322-335, 1999.
6. Zurek W., Frydrych I., Zakrzewski S.; A Method of Predicting the Strength and Breaking Strain of Cotton Yarn, Textile Research Journal, 57, 439-444, 1987.
7. Ethridge M D., Towery J D., Hembree J F.; Estimating Functional Relationships Between Fibre Properties and the Strength of Open-end Spun Yarns, Textile Research Journal, 52, 35-45, 1982.
8. Fiori L A., Sands J E., Little H W., Grant J N.; Effect of Cotton Fibre Bundle Break Elongation and Other Fibre Properties on the Properties of a Coarse and a Medium Single Yarn, Textile Research Journal, 26, 553-564, 1956.
9. Hafez O M A.; Yarn-Strength Prediction of American Cottons, Textile Research Journal, 48, 701-705, 1978.
10. Hunter L.; Prediction of Cotton Processing Performance and Yarn Properties from HVI Test Results, Melliand Textilberichte, 69, E 123-124, 1988.
11. Ramey H H., Lawson R., Worley S.; Relationship of Cotton Fibre Properties to Yarn Tenacity, Textile Research Journal, 47, 685-691, 1977.
12. Smith B., Waters B.; Extending the Application Ranges of Regression Equations for Yarn Strength Forecasting, Textile Research Journal, 55, 713-717, 1985.
13. Cheng L., Adams D L.; Yarn Strength Prediction Using Neural Networks, Textile Research Journal, 65(9), 495-500, 1995.
14. Pynckels F., Kiekens P., Sette S., Langenhove L V., Impe K.; The Use of Neural Nets to Simulate the Spinning Process, Journal of the Textile Institute, 88(4), 440-447, 1997.
15. Rajamanickam R., Hansen S M., Jayaraman S.; Analysis of Modelling Methodologies for Predicting the Strength of Air-jet Spun Yarns, Textile Research Journal, 67(1), 39-44, 1997.
16. Zhu R., Ethridge D.; The Prediction of Cotton Yarn Irregularity Based on the AFIS Measurement, Journal of the Textile Institute, 87(3), 509-512, 1996.
17. Zhu R., Ethridge D.; Predicting Hairiness for Ring and Rotor Spun Yarns and Analysing the Impact of Fibre Properties, Textile Research Journal, 67, 694-698, 1997.
18. Kothari V K.; Testing and Quality Management, IAFL Publications, New Delhi, 86-91, 1999
19. Application Handbook of USTER HVI SPECTRUM, Zellweger Uster, 1.1-1.9, 1999.