NDLI: Soft-sensing method of color measurement in batch dyeing process of knitted cotton with reactive dyes

Content Provider	IEEE Xplore Digital Library
Author	Ping Li Yiping Tang Fujiang Jin
Copyright Year	2011
Description	Author affiliation: College of Mechanical Engineering and Automation, Huaqiao University, Xiamen, Fujian, China, 361021 (Yiping Tang) \|\| College of Information Science and Engineering, Huaqiao University, Xiamen, Fujian, China, 361021 (Ping Li; Fujiang Jin)
Abstract	For the on-line measurement of the fabric color in the batch dyeing process, a novel method is proposed based on soft-sensor. In this method, the concentrations of the dyestuff in a jet dyeing machine are selected as the soft sensor's inputs, and the the fabric color is the output. A nonlinear model, which relates the absorbance with the concentrations of the dyestuff, is obtained based on the experiments and the regression analysis method. Using this nonlinear model, the concentrations of the dyestuff during the dyeing process are measured by the extended Kalman filter(EKF). Further, the soft-sensing model is proposed to predict the fabric color by the obtained concentrations of the dyestuff. The numerical results for the soft-sensing method of color measurement in the dyeing process of knitted cotton using reactive dyes are compared to the experimental results, leading to good agreement between theory and experiment. This demonstrates that this soft-sensing model is able to predict the fabric color in the textile industries for the batch dyeing process.
Starting Page	1796
Ending Page	1800
File Size	248102
Page Count	5
File Format	PDF
ISBN	9781424487370
e-ISBN	9781424487387
DOI	10.1109/CCDC.2011.5968489
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-05-23
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Analytical models Nonlinear absorbance Instruments Soft-sensing technology Color Extended kalman filtering Fabrics Kalman filters Mathematical model On-line color measurement
Content Type	Text
Resource Type	Article

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