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Volumn 77, Issue 8, 2007, Pages 565-571

Analysis of Two Modeling Methodologies for Predicting the Tensile Properties of Cotton-covered Nylon Core Yarns

Author keywords

artificial neural network; core spun yarn; multiple linear regression; tensile properties

Indexed keywords

ALGORITHMS; LINEAR REGRESSION; MATHEMATICAL MODELS; MEAN SQUARE ERROR; NEURAL NETWORKS; TENSILE PROPERTIES; YARN;

EID: 36348935506     PISSN: 00405175     EISSN: None     Source Type: Journal    
DOI: 10.1177/0040517507078061     Document Type: Article
Times cited : (46)

References (30)
  • 1
    • 0035309417 scopus 로고    scopus 로고
    • Method of Producing a Polyester Viscose Core-spun Yarn Containing Spandex Using a Modified Ring Spinning Frame
    • Babaarslam, O., Method of Producing a Polyester Viscose Core-spun Yarn Containing Spandex Using a Modified Ring Spinning Frame, Textile Res. J. 71(4), 367-371 (2001).
    • (2001) Textile Res. J. , vol.71 , Issue.4 , pp. 367-371
    • Babaarslam, O.1
  • 2
    • 0035688964 scopus 로고    scopus 로고
    • Core-spun Yarns-market of the Future
    • Henl, R., Core-spun Yarns-market of the Future, Melliand Int. 7, 283-284 (2001).
    • (2001) Melliand Int. , vol.7 , pp. 283-284
    • Henl, R.1
  • 3
    • 84964137313 scopus 로고
    • The Characterization of Spinning Quality
    • Bogdan, J.F., The Characterization of Spinning Quality, Textile Res. J. 26(9), 720-730 (1956).
    • (1956) Textile Res. J. , vol.26 , Issue.9 , pp. 720-730
    • Bogdan, J.F.1
  • 4
    • 0009601336 scopus 로고
    • The Prediction of Cotton Yarn Strength
    • Bogdan, J.F., The Prediction of Cotton Yarn Strength, Textile Res. J. 37(6), 536-537 (1967).
    • (1967) Textile Res. J. , vol.37 , Issue.6 , pp. 536-537
    • Bogdan, J.F.1
  • 5
    • 0000771932 scopus 로고
    • The Mechanics of Twisted Yarns: Theoretical Developments
    • Hearl, J.W.S., El-Behery, H.M., and Thakur, V.M., The Mechanics of Twisted Yarns: Theoretical Developments, J. Textile Inst. 52, 197-220 (1961).
    • (1961) J. Textile Inst. , vol.52 , pp. 197-220
    • Hearl, J.W.S.1    El-Behery, H.M.2    Thakur, V.M.3
  • 6
    • 0026791481 scopus 로고
    • A. New Approach for Predicting Strength Properties of Yarn
    • Frydrych, I., A. New Approach for Predicting Strength Properties of Yarn, Textile Res. J. 62(6), 340-348 (1992).
    • (1992) Textile Res. J. , vol.62 , Issue.6 , pp. 340-348
    • Frydrych, I.1
  • 7
    • 0016441346 scopus 로고
    • Estimating the Statistical Anomaly of the Underlying Point Process — the Proper Approach to Yarn Irregularity
    • Linhart, H., Estimating the Statistical Anomaly of the Underlying Point Process — the Proper Approach to Yarn Irregularity, Textile Res. J. 45(1), 1-4 (1975).
    • (1975) Textile Res. J. , vol.45 , Issue.1 , pp. 1-4
    • Linhart, H.1
  • 8
    • 0000667817 scopus 로고
    • Mathematical Fitting of Modulus-strain Curves of Polyethylene Terephthalate Industrial Yarns
    • Lucas, L.J., Mathematical Fitting of Modulus-strain Curves of Polyethylene Terephthalate Industrial Yarns, Textile Res. J. 53(12), 171-177 (1983).
    • (1983) Textile Res. J. , vol.53 , Issue.12 , pp. 171-177
    • Lucas, L.J.1
  • 9
    • 0021477047 scopus 로고
    • Tensile Behavior of Twisted Hybrid Fibrous Structures, Part I: Theoritical Investigation
    • Kim, Y.K., and El-sheikh, A., Tensile Behavior of Twisted Hybrid Fibrous Structures, Part I: Theoritical Investigation, Textile Res. J. 54(8), 526-534 (1984).
    • (1984) Textile Res. J. , vol.54 , Issue.8 , pp. 526-534
    • Kim, Y.K.1    El-sheikh, A.2
  • 10
    • 0021479034 scopus 로고
    • Tensile Behavior of Twisted Hybrid Fibrous Structures, Part II: Exerimental Studies
    • Kim, Y.K., and El-sheikh, A., Tensile Behavior of Twisted Hybrid Fibrous Structures, Part II: Exerimental Studies, Textile Res. J. 54(8), 534-543 (1984).
    • (1984) Textile Res. J. , vol.54 , Issue.8 , pp. 534-543
    • Kim, Y.K.1    El-sheikh, A.2
  • 11
    • 0024050295 scopus 로고
    • Selecting Cotton Fiber Properties for Fitting Reliable Equation to HVI Data
    • El Mogahzy, Y.E., Selecting Cotton Fiber Properties for Fitting Reliable Equation to HVI Data, Textile Res. J. 58(7), 392-397 (1988).
    • (1988) Textile Res. J. , vol.58 , Issue.7 , pp. 392-397
    • El Mogahzy, Y.E.1
  • 12
    • 0019931054 scopus 로고
    • Estimating Functional Relationships Between Fiber Properties and the Strength of Open-end Spun Yarns
    • Ethridge, M.D., Towery, J.D., and Hembree, J.F., Estimating Functional Relationships Between Fiber Properties and the Strength of Open-end Spun Yarns, Textile Res. J. 52(1), 35-45 (1982).
    • (1982) Textile Res. J. , vol.52 , Issue.1 , pp. 35-45
    • Ethridge, M.D.1    Towery, J.D.2    Hembree, J.F.3
  • 13
    • 0009618851 scopus 로고
    • Prediction of Cotton Processing Performance and Yarn Properties from HVI Test Results
    • (E123-E124)
    • Hunter, L., Prediction of Cotton Processing Performance and Yarn Properties from HVI Test Results, Melliand Textilber. 4, 229-232 (E123-E124) (1988).
    • (1988) Melliand Textilber. , vol.4 , pp. 229-232
    • Hunter, L.1
  • 14
    • 0032439112 scopus 로고    scopus 로고
    • A Worsted Fabric Expert System, Part II: An Artificial Neural Network for Predicting the Properties of Worsted Fabrics
    • Fan, J., and Hunter, L., A Worsted Fabric Expert System, Part II: An Artificial Neural Network for Predicting the Properties of Worsted Fabrics, Textile Res. J. 68(10), 763-771 (1998).
    • (1998) Textile Res. J. , vol.68 , Issue.10 , pp. 763-771
    • Fan, J.1    Hunter, L.2
  • 15
    • 0029412822 scopus 로고
    • The Prediction of Yarn Tensile Properties by Using Artificial Neural Networks
    • Ramesh, M.C., Rajamanickam, R., and Jayaraman, S., The Prediction of Yarn Tensile Properties by Using Artificial Neural Networks, J. Textile Inst. 86(3), 459-469 (1995).
    • (1995) J. Textile Inst. , vol.86 , Issue.3 , pp. 459-469
    • Ramesh, M.C.1    Rajamanickam, R.2    Jayaraman, S.3
  • 16
    • 4744346433 scopus 로고    scopus 로고
    • Predicting Worsted Spinning Performance with an Artificial Neural Network Model
    • Beltran, R., Wang, L., and Wang, X., Predicting Worsted Spinning Performance with an Artificial Neural Network Model, Textile Res. J. 74(9), 840-843 (2004).
    • (2004) Textile Res. J. , vol.74 , Issue.9 , pp. 840-843
    • Beltran, R.1    Wang, L.2    Wang, X.3
  • 17
    • 0030478589 scopus 로고    scopus 로고
    • Prediction of Rotor Spun Cotton Yarn Quality: A Comparison of Neural Network and Regression Algorithms
    • Ethridge, D., and Zhu, R., Prediction of Rotor Spun Cotton Yarn Quality: A Comparison of Neural Network and Regression Algorithms, In Proc. of the Beltwide Cotton Conference, TE 2, 1314-1317 (1996).
    • (1996) In Proc. of the Beltwide Cotton Conference, TE 2, 1314-1317
    • Ethridge, D.1    Zhu, R.2
  • 18
    • 4744373946 scopus 로고    scopus 로고
    • Using Neural Network Theory to Predict the Properties of Melt Spun Fibers
    • Jeffrey, C.F., Hsiao, K.I., and Wa, Y.S., Using Neural Network Theory to Predict the Properties of Melt Spun Fibers, Textile Res. J. 74(9), 840-843 (2004).
    • (2004) Textile Res. J. , vol.74 , Issue.9 , pp. 840-843
    • Jeffrey, C.F.1    Hsiao, K.I.2    Wa, Y.S.3
  • 19
    • 0033845188 scopus 로고    scopus 로고
    • Classifying Web Defects with a Back-propagation Neural Network by Color Image Processing
    • Shiau, Y.R., Tsai, I.S., and Lin, C.S., Classifying Web Defects with a Back-propagation Neural Network by Color Image Processing, Textile Res. J. 70(7), 633-640 (2000).
    • (2000) Textile Res. J. , vol.70 , Issue.7 , pp. 633-640
    • Shiau, Y.R.1    Tsai, I.S.2    Lin, C.S.3
  • 20
    • 0036540005 scopus 로고    scopus 로고
    • Predicting Circular Knitting Machine Parameters for Cotton Plain Fabrics Using Conventional and Neuro-fuzzy Methods
    • Ucar, N., and Ertugural, S., Predicting Circular Knitting Machine Parameters for Cotton Plain Fabrics Using Conventional and Neuro-fuzzy Methods, Textile Res. J. 72(4), 361-366 (2002).
    • (2002) Textile Res. J. , vol.72 , Issue.4 , pp. 361-366
    • Ucar, N.1    Ertugural, S.2
  • 21
    • 0030789753 scopus 로고    scopus 로고
    • Analysis of the Modeling Methodologies for Predicting the Strength of Air-jet Spun Yarns
    • Rajamanickam, R., Hansen, S., and Jayaraman, S., Analysis of the Modeling Methodologies for Predicting the Strength of Air-jet Spun Yarns, Textile Res. J. 67(1), 39-44 (1997).
    • (1997) Textile Res. J. , vol.67 , Issue.1 , pp. 39-44
    • Rajamanickam, R.1    Hansen, S.2    Jayaraman, S.3
  • 22
    • 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., and Majumdar, A., Predicting the Breaking Elongation of Ring Spun Cotton Yarns Using Mathematical, Statistical, and Artificial Neural Network Models, Textile Res. J. 74(7), 652-655 (2004).
    • (2004) Textile Res. J. , vol.74 , Issue.7 , pp. 652-655
    • Majumdar, P.K.1    Majumdar, A.2
  • 23
    • 0037296774 scopus 로고    scopus 로고
    • Evaluating and Comparing the Physical Properties of Spliced Yarns by Regression and Neural Network Techniques
    • Cheng, K.P.S., and Lam, H.L.I., Evaluating and Comparing the Physical Properties of Spliced Yarns by Regression and Neural Network Techniques, Textile Res. J. 73(2), 161-164 (2003).
    • (2003) Textile Res. J. , vol.73 , Issue.2 , pp. 161-164
    • Cheng, K.P.S.1    Lam, H.L.I.2
  • 25
    • 84996225303 scopus 로고    scopus 로고
    • Artificial
    • s,” McGraw-Hill Press
    • Schalkoff, R.J., “Artificial Neural Network s,” McGraw-Hill Press (1997).
    • (1997) Neural Network
    • Schalkoff, R.J.1
  • 26
    • 0024302503 scopus 로고
    • Comparison of Cotton/Polyester Core and Staple Blend Yarns and Fabrics
    • Ruppenicker, G.F., Harper, R.J., Sawhney, A.P., and Robert, K.Q., Comparison of Cotton/Polyester Core and Staple Blend Yarns and Fabrics, Textile Res. J. 59(1), 12-17 (1989).
    • (1989) Textile Res. J. , vol.59 , Issue.1 , pp. 12-17
    • Ruppenicker, G.F.1    Harper, R.J.2    Sawhney, A.P.3    Robert, K.Q.4
  • 27
    • 0026816873 scopus 로고
    • Comparison of Filament-core Spun Yarns Produced by New and Conventional Methods
    • Sawhney, A.P.S., Ruppenicker, G.F., Kimmel, L.B., and Robert, K.Q., Comparison of Filament-core Spun Yarns Produced by New and Conventional Methods, Textile Res. J. 62(2), 67-73 (1992).
    • (1992) Textile Res. J. , vol.62 , Issue.2 , pp. 67-73
    • Sawhney, A.P.S.1    Ruppenicker, G.F.2    Kimmel, L.B.3    Robert, K.Q.4
  • 28
    • 0035743430 scopus 로고    scopus 로고
    • Prediction of Fabric End-use Using a Neural Network Technique
    • Chen, Y., Zhao, T., and Collier, B.J., Prediction of Fabric End-use Using a Neural Network Technique, J. Textile Inst. 92(2), 157-163 (2001).
    • (2001) J. Textile Inst. , vol.92 , Issue.2 , pp. 157-163
    • Chen, Y.1    Zhao, T.2    Collier, B.J.3
  • 30
    • 16244403274 scopus 로고    scopus 로고
    • Application of Linear Regression, Artificial Neural Network and Neuro-fuzzy Algorithms to Predict the Breaking Elongation of Rotor-spun Yarns
    • Majumdar, A., Majumdar, P.K., and Sarkar, B., Application of Linear Regression, Artificial Neural Network and Neuro-fuzzy Algorithms to Predict the Breaking Elongation of Rotor-spun Yarns, Textile Res. J. 30(4), 19-25 (2005).
    • (2005) Textile Res. J. , vol.30 , Issue.4 , pp. 19-25
    • Majumdar, A.1    Majumdar, P.K.2    Sarkar, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.