메뉴 건너뛰기




Volumn 46, Issue 2, 2003, Pages 59-64

Application of artificial neural network for the modelling of yarn properties - A review

Author keywords

Back propagation; Hidden layer; Neural network; Nodes; Ring yarn; Rotor yarn

Indexed keywords

COTTON FIBER; MATHEMATICAL MODEL; NEURAL NETWORK; YARN PROPERTY;

EID: 0037652342     PISSN: 03777537     EISSN: None     Source Type: Trade Journal    
DOI: None     Document Type: Article
Times cited : (2)

References (24)
  • 2
    • 0000294590 scopus 로고    scopus 로고
    • Modelling of yarn properties from fibre properties
    • Morris P. J., Merkin J. H. & Rennell R. W. "Modelling of yarn properties from fibre properties". J. Text Inst, 90, pp 322-335 (1999).
    • (1999) J. Text Inst , vol.90 , pp. 322-335
    • Morris, P.J.1    Merkin, J.H.2    Rennell, R.W.3
  • 3
    • 0025443752 scopus 로고
    • Theoretical study of the strength of single Jet False twist spun yarns
    • Krause H W & Soliman H A. "Theoretical study of the strength of single Jet False twist spun yarns". Text Res J, 60, PP 309-318 (1990).
    • (1990) Text Res J , vol.60 , pp. 309-318
    • Krause, H.W.1    Soliman, H.A.2
  • 4
    • 0023346396 scopus 로고
    • Yarn tension as a function of extension: A new approach
    • Nachane R P & Krishna lyer K R, "Yarn tension as a function of extension: A new approach". Text Res J, 57, pp 279-282 (1987).
    • (1987) Text Res J , vol.57 , pp. 279-282
    • Nachane, R.P.1    Krishna lyer, K.R.2
  • 5
    • 0025397943 scopus 로고
    • Yarn tension as a function of extension: A new approach - Application to an ideal twisted multifilament yarn
    • Nachane R P. "Yarn tension as a function of extension: A new approach-Application to an ideal twisted multifilament yarn". Text Res J, 60, PP 128-136 (1990).
    • (1990) Text Res J , vol.60 , pp. 128-136
    • Nachane, R.P.1
  • 6
    • 0005823231 scopus 로고
    • The Application of multiple factor analysis to the assessment of fabric handle
    • Howorth W S & Oliver P W. "The Application of multiple factor analysis to the assessment of fabric handle". J Text Inst, 49, pp 540-553 (1958).
    • (1958) J Text Inst , vol.49 , pp. 540-553
    • Howorth, W.S.1    Oliver, P.W.2
  • 7
    • 0017542422 scopus 로고
    • Relationship of cotton fibre properties to yarn tenacity
    • Ramey H H, Lawson R & Worley S. "Relationship of cotton fibre properties to yarn tenacity". Textile Res J, 47, PP 685-691 (1977).
    • (1977) Textile Res J , vol.47 , pp. 685-691
    • Ramey, H.H.1    Lawson, R.2    Worley, S.3
  • 8
    • 0030789753 scopus 로고    scopus 로고
    • Analysis of the modeling methodologies for predicting the strength of Air-jet spun yarns
    • Rajamanickam R, Hausen S M & Jayaraman S. "Analysis of the modeling methodologies for predicting the strength of Air-jet spun yarns". Textile Res J, 67, PP 39-44 (1997).
    • (1997) Textile Res J , vol.67 , pp. 39-44
    • Rajamanickam, R.1    Hausen, S.M.2    Jayaraman, S.3
  • 9
    • 0029412822 scopus 로고    scopus 로고
    • The prediction of yarn tensile properties by using Artificial Neural Networks
    • Ramesh M C, Rajamanickam R & Jayaraman S. "The prediction of yarn tensile properties by using Artificial Neural Networks". J Text Inst, 86, pp 459-469 (1996).
    • (1996) J Text Inst , vol.86 , pp. 459-469
    • Ramesh, M.C.1    Rajamanickam, R.2    Jayaraman, S.3
  • 10
    • 85007187998 scopus 로고    scopus 로고
    • Use of neural nets to predict yarn tensile properties
    • Ramesh M C, Rajamanickam R & Jayaraman S. "Use of neural nets to predict yarn tensile properties". J Text Inst, 87, pp 400-402 (1996).
    • (1996) J Text Inst , vol.87 , pp. 400-402
    • Ramesh, M.C.1    Rajamanickam, R.2    Jayaraman, S.3
  • 11
    • 0019931054 scopus 로고
    • Estimating functional relationship between fibre properties and the string of open-end yarns
    • Eithridge M D, Towrey J D & Hembree J F. "Estimating functional relationship between fibre properties and the string of Open-end yarns". Text Res J, 52, PP 35-45 (1982).
    • (1982) Text Res J , vol.52 , pp. 35-45
    • Eithridge, M.D.1    Towrey, J.D.2    Hembree, J.F.3
  • 12
    • 0029108828 scopus 로고
    • Yarn strength prediction using neural networks
    • Cheng L & Adams D L. "Yarn strength prediction using Neural Networks". Text Res J, 65, PP 495-500 (1995).
    • (1995) Text Res J , vol.65 , pp. 495-500
    • Cheng, L.1    Adams, D.L.2
  • 16
    • 0030478589 scopus 로고    scopus 로고
    • Prediction of rotor spun yarn quality: A comparison of neural network and regression algorithms
    • National cotton council, Memphis T N
    • Ethridge D & Zhu R. "Prediction of rotor spun yarn quality: a comparison of neural network and regression algorithms". Beltwide cotton conference Volume 2, pp 1314-1317 (1996). National cotton council, Memphis T N.
    • (1996) Beltwide Cotton Conference , vol.2 , pp. 1314-1317
    • Ethridge, D.1    Zhu, R.2
  • 17
    • 0030514353 scopus 로고    scopus 로고
    • The prediction of cotton yarn irregularity based on the 'AFIS' measurement
    • Zhu R & Ethridge M D. "The prediction of cotton yarn irregularity based on the 'AFIS' measurement". J Text Inst, 87, pp 509-512 (1996).
    • (1996) J Text Inst , vol.87 , pp. 509-512
    • Zhu, R.1    Ethridge, M.D.2
  • 18
    • 0031231403 scopus 로고    scopus 로고
    • Predicting hairiness for ring and rotor spun yarns and analysing the impact of fibre properties
    • Zhu R & Ethridge M D. "Predicting hairiness for ring and rotor spun yarns and analysing the impact of fibre properties". Text Res J, 67, PP 694-698 (1997).
    • (1997) Text Res J , vol.67 , pp. 694-698
    • Zhu, R.1    Ethridge, M.D.2
  • 19
    • 0002260019 scopus 로고
    • A new method of measuring the irregularity of yarns with some observations on the origin of irregularities in worsted slivers and yarns
    • Martindale J G. "A new method of measuring the irregularity of yarns with some observations on the origin of irregularities in worsted slivers and yarns". J. Text. Inst., 36, pp T35 (1945).
    • (1945) J. Text. Inst. , vol.36
    • Martindale, J.G.1
  • 23
    • 0037632389 scopus 로고
    • The assessment of yarn quality
    • Townsend M W. "The assessment of yarn quality". J. Text. Inst., 40, pp p566 (1949).
    • (1949) J. Text. Inst. , vol.40 , pp. 566
    • Townsend, M.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.