@article{ART001209439},
author={Jooyong Kim},
title={Modeling and Prediction of Yarn Density Profiles Using Neural Networks},
journal={Textile Coloration and Finishing },
issn={1229-0033},
year={2007},
volume={19},
number={6},
pages={7-11}
TY - JOUR
AU - Jooyong Kim
TI - Modeling and Prediction of Yarn Density Profiles Using Neural Networks
JO - Textile Coloration and Finishing
PY - 2007
VL - 19
IS - 6
PB - The Korean Society Of Dyers And Finishers
SP - 7
EP - 11
SN - 1229-0033
AB - A prediction model for yarn density profile was developed using the neural network methodology. The neural network model developed traces mass densities of a yarn within a section and predicts the mass profiles of the next yarn segment yet to be measured. The model does not require an assumption on the existence of a relationship between the past and future data sets. Four high-draft yarns made under different processing conditions were employed in order to test the performance of the model developed. It was shown that the model could predict the yarn density profiles without a significant error.
KW - yarn densities;neural network;uniformity;data acquisition;time-series1. IntroductionIn an earlier study;autocorrelation function analyses were performed to identify hidden periodicities in the signals captured from the Zweigle G-580 tester1). I
DO -
UR -
ER -
Jooyong Kim. (2007). Modeling and Prediction of Yarn Density Profiles Using Neural Networks. Textile Coloration and Finishing , 19(6), 7-11.
Jooyong Kim. 2007, "Modeling and Prediction of Yarn Density Profiles Using Neural Networks", Textile Coloration and Finishing , vol.19, no.6 pp.7-11.
Jooyong Kim "Modeling and Prediction of Yarn Density Profiles Using Neural Networks" Textile Coloration and Finishing 19.6 pp.7-11 (2007) : 7.
Jooyong Kim. Modeling and Prediction of Yarn Density Profiles Using Neural Networks. 2007; 19(6), 7-11.
Jooyong Kim. "Modeling and Prediction of Yarn Density Profiles Using Neural Networks" Textile Coloration and Finishing 19, no.6 (2007) : 7-11.
Jooyong Kim. Modeling and Prediction of Yarn Density Profiles Using Neural Networks. Textile Coloration and Finishing , 19(6), 7-11.
Jooyong Kim. Modeling and Prediction of Yarn Density Profiles Using Neural Networks. Textile Coloration and Finishing . 2007; 19(6) 7-11.
Jooyong Kim. Modeling and Prediction of Yarn Density Profiles Using Neural Networks. 2007; 19(6), 7-11.
Jooyong Kim. "Modeling and Prediction of Yarn Density Profiles Using Neural Networks" Textile Coloration and Finishing 19, no.6 (2007) : 7-11.
