DocumentCode :
1588946
Title :
Forecasting of the Reactive Dyes K/S Value Based on BP Nerve Network
Author :
Jiang, HuiYu ; Dong, Min ; Yang, Feng
Author_Institution :
Wuhan Univ. of Sci. & Eng., Wuhan
Volume :
2
fYear :
2007
Firstpage :
472
Lastpage :
478
Abstract :
The traditional determination method of K/S value is testing the CIEL*a*b* value of each dyeing fabric first by the color chromatic aberration SC-80, and then, based on the CIEL *a*b* value, they calculate the K/S value scoping Wnm within 400 nm-700 nm the visible region. These are finished with the help of the software Hyper Choshoku-Senka TX. In this paper, authors estimate the K/S value of the dyed dyes is estimated by using the nerve network method. The correlation coefficient reachs 0.995 between the estimated value and tested one. It shows the feasibility of the artificial nerve network applied to the reactive dyes dyeing.
Keywords :
dyes; fabrics; neural nets; production engineering computing; BP nerve network; CIEL*a*b* value; Hyper Choshoku-Senka TX; color chromatic aberration SC-80; dyeing fabric; reactive dyes K/S value; Brightness; Chemical engineering; Costs; Cotton; Fabrics; Friction; Mathematics; Organic chemicals; Region 1; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2875-5
Type :
conf
DOI :
10.1109/ICNC.2007.389
Filename :
4344398
Link To Document :
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