Predicting Cotton Fibre Maturity by Using Artificial Neural Network

[1] Hu, X.-P. and Y.-L. Hsieh. (1996). Crystalline structure of developing cotton fibers. Journal of Polymer Science Part B: Polymer Physics. 34(8): 1451-1459.Search in Google Scholar

[2] Hsieh, Y.L. 2007. Chemical structure and properties of cotton, in Cotton: Science and technology, Gordon S. and Y.L., Hsieh, Editors. Woodhead Publishing Limited: Cambridge. pp. 3-34.Search in Google Scholar

[3] Basra, A.S., and C.P., Malik. 1984. Development of the cotton fiber, in International review of cytology, G.H. Bourne and J.F. Danielli, Editors., Academic press, Inc.: London.pp. 65-113.Search in Google Scholar

[4] Hsieh, Y.L., X.P. Hu and A. Wang. 2000. Single Fiber Strength Variations of Developing Cotton Fibers-Strength and Structure of G. hirsutum and G. barbedense. Textile Research Journal. 70(8): 682-690.10.1177/004051750007000805Search in Google Scholar

[5] Matic-Leigh, R., & D.A., Cauthen. (1994). Determining cotton fibre maturity by image analysis part I: Direct measurement of cotton fibre characteristics. Textile Research Journal. 64:534-544.Search in Google Scholar

[6] Warner, S. B. (1995). Maturity of cotton, fibre cross-section and linear density, Fibre Science.Search in Google Scholar

[7] Rieter. (2014). Retrieved from http://www.rieter.com/cz/rikipedia/articles/technology-ofshort-staple-spinning/raw-material-as-a-factor-influencing-spinning/fibre-fineness/fibre-maturity/Search in Google Scholar

[8] Thibodeaux, D.P. & J.P. Evans. (1986). Cotton fiber maturity by image analysis. Textile Research Journal, 56(2):130-139.Search in Google Scholar

[9] Adel, G., F. Faten & A. Radhia. (2011). Assessing cotton fibre maturity and fineness by image analysis. Journal of Engineered Fibres and Fabrics, 6, 50-60.Search in Google Scholar

[10] American Society of Testing Materials. (2012). Standard Test Method for Maturity of Cotton Fibers (Sodium Hydroxide Swelling and Polarized Light Procedures) (D1442-06) ASTM International, West Conshohocken, PA..USA.Search in Google Scholar

[11] Smith, B. (1991). A review of the relationship of cotton maturity and dyeability. Textile Research Journal, 61(3), 137-145.10.1177/004051759106100303Search in Google Scholar

[12] Paudel, D.R., E.F. Hequet & N. Abidi. (2013). Evaluation of cotton fiber maturity measurements. Industrial crops and products, 45, 435-441.10.1016/j.indcrop.2012.12.041Search in Google Scholar

[13] Abidi, N., E. Hequet, L. Cabrales, J. Gannaway, T. Wilkins, & L.W. Wells. (2008). Evaluating cell wall structure and composition of developing cotton fibers using Fourier transform infrared spectroscopy and thermo-gravimetric analysis. Journal of applied polymer science, 107(1), 476-486.10.1002/app.27100Search in Google Scholar

[14] Wartelle, L.H., J.M. Bradow, O. Hinojosa, A.B. Pepperman, G. Sassenrath-Cole & P. Dastoor. (1995). Quantitative cotton fiber maturity measurements by X-ray fluorescence spectroscopy and advanced fiber information system. Journal of agricultural and food chemistry, 43(5), 1219-1223.10.1021/jf00053a018Search in Google Scholar

[15] Lord, E. & S.A. Heap. (1988). The origin and assessment of cotton fibre maturity. Int. Institute for Cotton, Technical Research Division, Manchester, England.Search in Google Scholar

[16] Naylor, G.R.S. (2001). Cotton maturity and fineness measurement using the Sirolan-Laserscan.Search in Google Scholar

[17] Montalvo Jr., J.G. (2005). Relationships between micronaire, fineness, and maturity. Part-I. Fundamentals. Journal of Cotton Science, 9, 81-88.Search in Google Scholar

[18] Gordon, S.G. & G.R.S. Naylor. (2004). Instrumentation for rapid direct measurement of cotton fibre fineness and maturity.Search in Google Scholar

[19] Erbil, Y., O. Babaarslan & İ.Ilhan. (2018). A comparative prediction for tensile properties of ternary blended open-end rotor yarns using regression and neural network models. The Journal of The Textile Institute, 109(4): 560-568.”10.1080/00405000.2017.1361164Search in Google Scholar

[20] Kanat, Z.E. & N. Özdil. (2018). Application of artificial neural network (ANN) for the prediction of thermal resistance of knitted fabrics at different moisture content. The Journal of The Textile Institute, 1-7.10.1080/00405000.2017.1423003Search in Google Scholar

[21] Mandhyan, P.K., R.P. Nachane, P.G. Patil, B.R. Pawar, H. Hasan & S.S. Venkatkrishnan. (2018). Influence of segregation of cotton bales based on its fiber attributes in yarn properties. Journal of Natural Fibers, 1-9.Search in Google Scholar

[22] Shiau, Y.R., I.S. Tsai & C.S. Lin. (2000). Classifying web defects with a back-propagation neural network by color image processing. Textile Research Journal 70:633-640.Search in Google Scholar

[23] Farooq, A., & C. Cherif. (2008). Use of artificial neural networks for determining the leveling action point at the auto-leveling draw frame.Textile Research Journal, 78, 502-509.10.1177/0040517507087677Search in Google Scholar

[24] Huang, C.C., & K.T. Chang. (2001). Fuzzy self-organizing and neural network control of sliver linear density in a drawing frame. Textile Research Journal, 71, 987-992.10.1177/004051750107101109Search in Google Scholar

[25] Cheng, L., & D.L., Adams. (1995). Yarn strength prediction using neural networks Part I: Fibre properties and yarn strength relationship. Textile Research Journal, 65, 495-500.10.1177/004051759506500901Search in Google Scholar

[26] Sette, S., L., Boullart, L.V., Langenhove,& P., Kiekens. (1997). Optimizing the fiber-to-yarn production process with a combined neural network/genetic algorithm approach. Textile Research Journal, 67, 84-92.10.1177/004051759706700203Search in Google Scholar

[27] Yang, S. & S. Gordon. (2018). Fiber-to-yarn predictions. In Engineering of High-Performance Textiles (pp. 81-106).10.1016/B978-0-08-101273-4.00005-6Search in Google Scholar

[28] Turhan, Y., & O. Toprakci (2012). Comparison of high-volume instrument and advanced fiber information systems based on prediction performance of yarn properties using a radial basis function neural network. Textile Research Journal, 83, 130-147.Search in Google Scholar

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