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Volumn 19, Issue 1, 2007, Pages 18-35

Prediction of the air permeability of woven fabrics using neural networks

Author keywords

Air; Drying; Modelling; Neural nets; Permeability; Porosity

Indexed keywords

DESIGN PARAMETERS; DESIGN/METHODOLOGY/APPROACH; GENERALIZED REGRESSION; LABORATORY TECHNIQUES; MULTIPLE LINEAR REGRESSIONS; NON-LINEAR MODEL; PREDICTION-BASED; STRUCTURAL PARAMETER;

EID: 33845608176     PISSN: 09556222     EISSN: 17585953     Source Type: Journal    
DOI: 10.1108/09556220710717026     Document Type: Article
Times cited : (34)

References (21)
  • 1
    • 84964153222 scopus 로고
    • "The relationship between the structural geometry of a textile fabric and its physical properties, part IV: Intercise geometry and air permeability"
    • Backer, S. (1951), "The relationship between the structural geometry of a textile fabric and its physical properties, part IV: intercise geometry and air permeability", Textile Research Journal, Vol. 2, pp. 703-14.
    • (1951) Textile Research Journal , vol.2 , pp. 703-714
    • Backer, S.1
  • 2
    • 0034067538 scopus 로고    scopus 로고
    • "Pressure drop through textile fabrics-experimental data modeling using classical models and neural networks"
    • Brasquet, C. and Le Cloirec, P. (2000), "Pressure drop through textile fabrics-experimental data modeling using classical models and neural networks", Chemical Engineering Science, Vol. 55, pp. 2767-78.
    • (2000) Chemical Engineering Science , vol.55 , pp. 2767-2778
    • Brasquet, C.1    Le Cloirec, P.2
  • 3
    • 0026116468 scopus 로고
    • "Orthogonal least-squares learning algorithm for radial basis function networks"
    • Chen, S., Cowan, C.F.N. and Grant, P.M. (1991), "Orthogonal least-squares learning algorithm for radial basis function networks", IEEE Transactions on Neural Networks, Vol. 2 No. 2, pp. 302-9.
    • (1991) IEEE Transactions on Neural Networks , vol.2 , Issue.2 , pp. 302-309
    • Chen, S.1    Cowan, C.F.N.2    Grant, P.M.3
  • 4
    • 26444565569 scopus 로고
    • "Finding structure in time"
    • Elman, J.L. (1990), "Finding structure in time", Cognitive Science, Vol. 14, pp. 179-211.
    • (1990) Cognitive Science , vol.14 , pp. 179-211
    • Elman, J.L.1
  • 5
    • 0038496766 scopus 로고    scopus 로고
    • "Flow resistance of textile materials, part I: Monofilament fabrics"
    • Gooijer, H., Warmoeskerken, M.M.C.G. and Wassink, J.G. (2003a), "Flow resistance of textile materials, part I: Monofilament fabrics", Textile Research Journal, Vol. 73 No. 5, pp. 437-43.
    • (2003) Textile Research Journal , vol.73 , Issue.5 , pp. 437-443
    • Gooijer, H.1    Warmoeskerken, M.M.C.G.2    Wassink, J.G.3
  • 6
    • 0038269804 scopus 로고    scopus 로고
    • "Flow resistance of textile materials, part II: Multifilament fabrics"
    • Gooijer, H., Warmoeskerken, M.M.C.G. and Wassink, J.G. (2003b), "Flow resistance of textile materials, part II: Multifilament fabrics", Textile Research Journal, Vol. 73 No. 6, pp. 480-4.
    • (2003) Textile Research Journal , vol.73 , Issue.6 , pp. 480-484
    • Gooijer, H.1    Warmoeskerken, M.M.C.G.2    Wassink, J.G.3
  • 8
    • 0028992041 scopus 로고
    • "Liquid transport in fabric structures"
    • Hsieh, Y.L. (1995), "Liquid transport in fabric structures", Textile Research Journal, Vol. 65 No. 5, pp. 299-307.
    • (1995) Textile Research Journal , vol.65 , Issue.5 , pp. 299-307
    • Hsieh, Y.L.1
  • 9
    • 84876637590 scopus 로고    scopus 로고
    • "Micro-flow in textiles"
    • NTC Project F04-GT05 available at: (accessed 14 December 2004)
    • Leisen, J. and Farber, P. (2004), "Micro-flow in textiles", NTC Project F04-GT05, National Textile Center Annual Report, available at: www.ptfe.gatech.edu/faculty/leisen/F04-GT05.html (accessed 14 December 2004).
    • (2004) National Textile Center Annual Report
    • Leisen, J.1    Farber, P.2
  • 10
    • 0023331258 scopus 로고
    • "An introduction to computing with neural nets"
    • Lippman, R.P. (1987), "An introduction to computing with neural nets", IEEE ASSP Magazine, pp. 4-22.
    • (1987) IEEE ASSP Magazine , pp. 4-22
    • Lippman, R.P.1
  • 11
    • 3843084190 scopus 로고    scopus 로고
    • "Predicting the breaking elongation of ring spun cotton yarns using mathematical, statistical and artificial neural network models"
    • Majumdar, P.K. (2004), "Predicting the breaking elongation of ring spun cotton yarns using mathematical, statistical and artificial neural network models", Textile Research Journal, Vol. 74 No. 7, pp. 652-5.
    • (2004) Textile Research Journal , vol.74 , Issue.7 , pp. 652-655
    • Majumdar, P.K.1
  • 14
    • 0029412822 scopus 로고
    • "The prediction of yarn tensile properties by using artificial neural networks"
    • Ramesh, M.C., Rjamanickam, R. and Jayaraman, S. (1995), "The prediction of yarn tensile properties by using artificial neural networks", Journal of Textile Institute, Vol. 86 No. 3, pp. 459-69.
    • (1995) Journal of Textile Institute , vol.86 , Issue.3 , pp. 459-469
    • Ramesh, M.C.1    Rjamanickam, R.2    Jayaraman, S.3
  • 16
    • 0014995846 scopus 로고
    • "Fluid flow in monofilament filter media"
    • Rushton, A. and Griffiths, P. (1971), "Fluid flow in monofilament filter media", Trans. Inst. Chem. Eng., Vol. 49, pp. 49-59.
    • (1971) Trans. Inst. Chem. Eng. , vol.49 , pp. 49-59
    • Rushton, A.1    Griffiths, P.2
  • 19
    • 0036734749 scopus 로고    scopus 로고
    • "Analysis of fluid flow through fibrous structures"
    • Zhong, W., Ding, X. and Tang, Z.L. (2002), "Analysis of fluid flow through fibrous structures", Textile Research Journal, Vol. 72 No. 9, pp. 751-5.
    • (2002) Textile Research Journal , vol.72 , Issue.9 , pp. 751-755
    • Zhong, W.1    Ding, X.2    Tang, Z.L.3
  • 20
    • 0141794015 scopus 로고    scopus 로고
    • "Effects of pore size distribution and fiber diameter on the coupled heat and moisture transfer in porous textiles"
    • Zhu, Q. and Li, Y. (2003), "Effects of pore size distribution and fiber diameter on the coupled heat and moisture transfer in porous textiles", International Journal of Heat and Mass Transfer, Vol. 46, pp. 5099-111.
    • (2003) International Journal of Heat and Mass Transfer , vol.46 , pp. 5099-5111
    • Zhu, Q.1    Li, Y.2
  • 21
    • 0141794015 scopus 로고    scopus 로고
    • "Effects of pore size distribution and fiber diameter on the coupled heat And moisture transfer in porous textiles"
    • Zhu, Q. and Li, Y. (2003), "Effects of pore size distribution and fiber diameter on the coupled heat And moisture transfer in porous textiles", International Journal of Heat and Mass Transfer, Vol. 46, pp. 5099-111.
    • (2003) International Journal of Heat and Mass Transfer , vol.46 , pp. 5099-5111
    • Zhu, Q.1    Li, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.