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Prediction of Mechanical Properties of Woven Fabrics by ANN

INFORMAZIONI SU QUESTO ARTICOLO

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Grosberg P. Kedia S. The Mechanical Properties of Woven Fabrics: Part I: The Initial Load Extension Modulus of Woven Fabrics. Textile Research Journal. 1966; 36(1):71–79. GrosbergP. KediaS. The Mechanical Properties of Woven Fabrics: Part I: The Initial Load Extension Modulus of Woven Fabrics Textile Research Journal 1966 36 1 71 79 10.1177/004051756603600109 Search in Google Scholar

Wemyss A. De Boos A. Effects of Structure and Finishing on the Mechanical and Dimensional Properties of Wool Fabrics. Textile Research Journal. 1991; 61(5): 247–252. WemyssA. De BoosA. Effects of Structure and Finishing on the Mechanical and Dimensional Properties of Wool Fabrics Textile Research Journal 1991 61 5 247 252 10.1177/004051759106100501 Search in Google Scholar

Zeydan M. Prediction of Fabric Tensile Strength By Modelling the Woven Fabric, Book: Woven Fabric Engineering, Chapter: 8; 2010. DOI: 10.5772/10473. Available from www.intechopen.com. ZeydanM. Prediction of Fabric Tensile Strength By Modelling the Woven Fabric, Book: Woven Fabric Engineering, Chapter: 8 2010 10.5772/10473 Available from www.intechopen.com. Open DOISearch in Google Scholar

Abou-Nassif G. Predicting the Tensile and Air Permeability Properties of Woven Fabrics Using Artificial Neural Network and Linear Regression Models. Journal of Textile Science & Engineering; 2015. DOI: 10.4172/2165-8064.1000209 Abou-NassifG. Predicting the Tensile and Air Permeability Properties of Woven Fabrics Using Artificial Neural Network and Linear Regression Models Journal of Textile Science & Engineering 2015 10.4172/2165-8064.1000209 Open DOISearch in Google Scholar

Majumdar A. Ghosh A. et al. Empirical Modelling of Tensile Strength of Woven Fabrics. Fibers and Polymers. 2008; 9(2): 240–245. MajumdarA. GhoshA. Empirical Modelling of Tensile Strength of Woven Fabrics Fibers and Polymers 2008 9 2 240 245 10.1007/s12221-008-0038-9 Search in Google Scholar

Malik Z. Arain F. Modeling The Tensile Strength of Woven Fabrics Made From 100 % Cotton Warp Yarns and Polyester/Cotton Blended Weft Yarns. Conference; April (2014). Available from https://www.researchgate.net/publication/290356059 MalikZ. ArainF. Modeling The Tensile Strength of Woven Fabrics Made From 100 % Cotton Warp Yarns and Polyester/Cotton Blended Weft Yarns Conference April (2014) Available from https://www.researchgate.net/publication/290356059 Search in Google Scholar

Hedfi H. Ghith A. . Fabric Drape Prediction Using Artificial Neural Networks and Finite Element Method. International Journal of Scientific & Engineering Research. 2014; 5(7). HedfiH. GhithA. Fabric Drape Prediction Using Artificial Neural Networks and Finite Element Method International Journal of Scientific & Engineering Research 2014 5 7 Search in Google Scholar

Erenler A. Oğulata R. Prediction of Fabric Stiffness. Journal of Materials Science and Engineering. 2018;8 (3–4): PP. 70–75. ErenlerA. OğulataR. Prediction of Fabric Stiffness Journal of Materials Science and Engineering 2018 8 3–4 70 75 10.17265/2161-6213/2018.3-4.005 Search in Google Scholar

Mustafa E. Malek A. A statistical prediction model for pilling grades of blended worsted fabrics based on fabric bending rigidity. Alexandria Engineering Journal. 2022; 61:1615–1621. MustafaE. MalekA. A statistical prediction model for pilling grades of blended worsted fabrics based on fabric bending rigidity Alexandria Engineering Journal 2022 61 1615 1621 10.1016/j.aej.2022.05.022 Search in Google Scholar

Ogulata S. Sahin C. The Prediction of Elongation and Recovery of Woven Bi-Stretch Fabric Using Artificial Neural Network and Linear Regression Models. FIBRES & TEXTILES in Eastern Europe. 2006; 14(56). OgulataS. SahinC. The Prediction of Elongation and Recovery of Woven Bi-Stretch Fabric Using Artificial Neural Network and Linear Regression Models FIBRES & TEXTILES in Eastern Europe 2006 14 56 Search in Google Scholar

Hadizadeh M. Jeddi A. The Prediction of Initial Load-extension Behavior of Woven Fabrics Using Artificial Neural Network. Textile Research Journal. 2009; 79(17):1599–1609. DOI: 10.1177/0040517509102396. HadizadehM. JeddiA. The Prediction of Initial Load-extension Behavior of Woven Fabrics Using Artificial Neural Network Textile Research Journal 2009 79 17 1599 1609 10.1177/0040517509102396 Open DOISearch in Google Scholar

Marasović P. Penava Ž. Modelling the Stress-Strain Curve of Plane-Weave Fabric with Mathematical Models. Textile & Leather Review. 2022; 5:374–391 MarasovićP. PenavaŽ. Modelling the Stress-Strain Curve of Plane-Weave Fabric with Mathematical Models Textile & Leather Review 2022 5 374 391 10.31881/TLR.2022.33 Search in Google Scholar

Booth JE. Principles of textile testing: an introduction to physical methods of testing textile fibres, yarns and fabrics: London: National Trade Press Ltd; 1961. BoothJE. Principles of textile testing: an introduction to physical methods of testing textile fibres, yarns and fabrics London National Trade Press Ltd 1961 Search in Google Scholar

Hossain M. Datta E. A Review on Different Factors of Woven Fabrics’ Strength Prediction. Science Research. 2016; 4(3):88–97. ISSN: 2329-0935 (Print); ISSN: 2329-0927 (Online), http://www.sciencepublishinggroup.com/j/sr doi: 10.11648/j.sr.20160403.13 HossainM. DattaE. A Review on Different Factors of Woven Fabrics’ Strength Prediction Science Research 2016 4 3 88 97 ISSN: 2329-0935 (Print); ISSN: 2329-0927 (Online),http://www.sciencepublishinggroup.com/j/sr 10.11648/j.sr.20160403.13 Open DOISearch in Google Scholar

Mishra S. Majumdar A. Modeling of Yarn Strength Utilization in Cotton Woven Fabrics using Multiple Linear Regression. Journal of Engineered Fibers and Fabrics. 2014; 9(2). MishraS. MajumdarA. Modeling of Yarn Strength Utilization in Cotton Woven Fabrics using Multiple Linear Regression Journal of Engineered Fibers and Fabrics 2014 9 2 10.1177/155892501400900213 Search in Google Scholar

Zavec D. Geršak J. Investigations of the relation between fabric mechanical properties and behavior. International Journal of Clothing Science and Technology. 2003; 15 (3/4): pp. 231–240. https://doi.org/10.1108/09556220310478332 ZavecD. GeršakJ. Investigations of the relation between fabric mechanical properties and behavior International Journal of Clothing Science and Technology 2003 15 3/4 231 240 https://doi.org/10.1108/09556220310478332 10.1108/09556220310478332 Search in Google Scholar

Hearle J. Grosberg P. Structural Mechanics of Fibres, Yarns and Fabrics: Wiley Interscience. New York; 1969. HearleJ. GrosbergP. Structural Mechanics of Fibres, Yarns and Fabrics Wiley Interscience New York 1969 Search in Google Scholar

Saville P. Physical Testing of Textiles: Woodhead Publishing Limited. 2002: 115–167. SavilleP. Physical Testing of Textiles Woodhead Publishing Limited 2002 115 167 Search in Google Scholar

Mclntyre E. Daniels N. Textile Terms and Definitions. 10th ed.: Textile Institute, Manchester;1995. MclntyreE. DanielsN. Textile Terms and Definitions 10th ed. Textile Institute Manchester 1995 Search in Google Scholar

Standard Test Method for Breaking Force and Elongation of Textile Fabrics (Strip Method). . Available from https://www.astm.org/d5035-95.html Standard Test Method for Breaking Force and Elongation of Textile Fabrics (Strip Method) Available from https://www.astm.org/d5035-95.html Search in Google Scholar

Behera B, Guruprasad R. Predicting Bending Rigidity of Woven Fabrics Using Artificial Neural Networks. Fibers and Polymers. 2010; 11(8): 1187–1192. BeheraB GuruprasadR. Predicting Bending Rigidity of Woven Fabrics Using Artificial Neural Networks Fibers and Polymers 2010 11 8 1187 1192 10.1007/s12221-010-1187-1 Search in Google Scholar

Özdemir H, Oğulata R. Effect of Yarns Producing Different Spinning Systems on Bending Resistance of knitted fabrics. Tekstil ve Konfeksiyon. 2010; 20(4):313 – 319. ÖzdemirH OğulataR. Effect of Yarns Producing Different Spinning Systems on Bending Resistance of knitted fabrics Tekstil ve Konfeksiyon 2010 20 4 313 319 Search in Google Scholar

Özgüney A, Taşkin C. Handle Properties of the Woven Fabrics Made of Compact Yarns. Tekstil ve Konfeksiyon. 2009. ÖzgüneyA TaşkinC. Handle Properties of the Woven Fabrics Made of Compact Yarns Tekstil ve Konfeksiyon 2009 Search in Google Scholar

Standard Test Method for Stiffness of Fabrics. Available from https://www.astm.org/d1388.html Standard Test Method for Stiffness of Fabrics Available from https://www.astm.org/d1388.html Search in Google Scholar

Walpole R, Myers R. Probability & Statistics for Engineers & Scientists, Ninth edition: Pearson Education, Inc; 2012. WalpoleR MyersR. Probability & Statistics for Engineers & Scientists Ninth edition Pearson Education, Inc 2012 Search in Google Scholar

Moreno J, Pol R, Abad A. Using the R-MAPE index as a resistant measure of forecast accuracy. Psicothema. 2013; 25(4): 500–506. MorenoJ PolR AbadA. Using the R-MAPE index as a resistant measure of forecast accuracy Psicothema 2013 25 4 500 506 Search in Google Scholar