Statistical and computational intelligence tools for the analyses of warp tension in different back-rest oscillations

Information Sciences

Volumn 177, Issue 23, 2007, Pages 5237-5252

  Turhan, Yildiray ^a   Tokat, Sezai ^a   Eren, Recep ^b  

^a PAMUKKALE UNIVERSITY   (Turkey)

^b ULUDAG UNIVERSITY   (Turkey)

Author keywords

Back rest oscillation; Cross validation; Data regression; Neural networks; Radial basis function; Warp tension; Weft density

Indexed keywords

FABRICS; MATHEMATICAL MODELS; PARALLEL PROCESSING SYSTEMS; QUADRATIC PROGRAMMING; RADIAL BASIS FUNCTION NETWORKS; REGRESSION ANALYSIS; STIFFNESS; WEAVING;

BACK-REST OSCILLATIONS; CROSS-VALIDATION TECHNIQUE; DATA REGRESSION; MULTIPLE-REGRESSION MODELS; WARP TENSION; WEFT DENSITIES;

NEURAL NETWORKS;

EID: 34548604302     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2007.06.029     Document Type: Article

References (21)

1. Anagnostopoulos C., Anagnostopoulos I., and Vergados D. High performance computing algorithms for textile quality control. Mathematics and Computers in Simulation 60 3-5 (2002) 389-400
2. Blanchonette I. Tension measurements in weaving of worsted wool yarns. Textile Research Journal 65 5 (1996) 323-328
3. Chapra S.C., and Canale R.P. Numerical Methods for Engineers (2005), McGraw-Hill
4. P. Genbhardt, W. Weissenberger, Essential aspects of processing filament yarns on air-jet weaving machines, Textile Praxis International, November 1987, pp. 1340-1343.
5. Gu H. Reduction of Warp Tension Fluctuation and Beat-up Strip Width in Weaving (1984), Textile Research Institute March, pp. 143-148
6. Heleno P., Davies R., and Correia B. A machine vision quality control system for industrial acrylic fiber production. EURASIP Journal on Applied Signal Processing 7 (2002) 728-735
7. Holcome B.V., Gri{dotless}ffi{dotless}th R.E., and Postle R. A study of weaving systems by means of dynamic warp and weft tension measurement. Indian Journal of Textile Research 5 (1980) 1-5
8. Hung D.V., Degrieck J., Langenhove L.V., and Kiekens P. Numerical simulation of yarn-object interaction. Textile Research Journal 72 8 (2002) 657-662
9. Jang J.-S.R., Sun C.-T., and Mizutani E. Neuro-Fuzzy and Soft Computing (1996), Prentice Hall
10. Katunskis J. Theoretical and experimental beat-up investigation. Fiber and Textiles in Eastern Europe 12 3 (2004) 24-28 July-September
11. Kim S., and Vachtsevanos G.J. An intelligent approach to integration and control of textile processes. Information Sciences 123 (2000) 181-199
12. Kim K.B., Park J.B., Choi Y.H., and Chen G. Control of chaotic dynamical systems using radial basis function network approximators. Information Sciences 130 (2000) 165-183
13. Li X., and Yu W. Dynamic system identification via recurrent multilayer perceptrons. Information Sciences 147 (2002) 45-63
14. Meghabghab G., and Kandel A. Stochastic simulations of web search engines: RBF versus second-order regression models. Information Sciences 159 1-2 (2004) 1-28
15. Orr M.J.L. Regularization in the selection of radial basis function centres. Neural Computation 7 3 (1995) 606-623
16. Rein S., and Reisslein M. Identifying the classical music composition of an unknown performance with wavelet dispersion vector and neural nets. Information Sciences 176 12 (2006) 1629-1655
17. Rivas V.M., Merelo J.J., Castillo P.A., Arenas M.G., and Castellano J.G. Evolving RBF neural networks for time-series forecasting with EvRBF. Information Sciences 165 3-4 (2004) 207-220
18. Sheta A.F., and de Jong K. Time-series forecasting using GA-tuned radial basis functions. Information Sciences 133 3-4 (2001) 221-228
19. H. Weinsdörler, Adverse factor effecting staple fiber yarns during weaving, Textile Praxis International, August 1988, pp. 817-821.
20. Weinsdörler H., Wolfrum J., and Stark U. Analysis of the warp tension distribution on a poplin warp on a projectile weaving machine. Melliand Textilberichte 11 (1991) 903-909
21. Wulfhorst B., Böhm D., and Jager W. Computer simulation of warp yarn loading in the weaving process. Melliand English 7 (1993) E237-E239