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- W4377013927 abstract "In this study, the ecological dyeing process of wool fabrics was investigated. Wool fabric samples were treated with atmospheric pressure plasma-jet and corona discharge plasma to modify surface for making the process sustainable and greener. The samples were dyed with the aqueous extract procured from the powdered roots of Rubia tinctorum L. (madder) under ultrasonic-assisted method. Scanning electron microscope (SEM) and Fourier infrared analysis (FTIR) were performed to investigate the effect of plasma treatment on physical and chemical properties of wool fibers. The effects of plasma treatment type, plasma treatment parameters, and duration of dyeing on colorimetric and fastness properties were investigated. The etching of the wool fibers surface and roughness after plasma treatment was proved with SEM images. The FTIR spectra shows that no significant differences in functional groups of wool fiber occur after plasma treatment. The experimental results proved that plasma treatment parameters and dyeing time had an effect on the colorimetric and fastness properties of the samples. Furthermore, an artificial neural network (ANN) model was proposed for estimating the dyeing properties of wool fabrics which are L, a, b, K/S, color change, rubbing fastness (dry) and rubbing fastness (wet). The experimental results show that the proposed model achieves the regression values bigger than 0.97 for all dyeing properties. It can be seen that the proposed model is successful and can be efficiently used for dyeing characteristics of wool fabrics. This article is protected by copyright. All rights reserved." @default.
- W4377013927 created "2023-05-19" @default.
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- W4377013927 date "2023-06-09" @default.
- W4377013927 modified "2023-10-14" @default.
- W4377013927 title "Natural dyeing of air plasma treated wool fabric with <i>Rubia tinctorum L</i> . and predicting dyeing properties using artificial neural network" @default.
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- W4377013927 doi "https://doi.org/10.1111/cote.12700" @default.
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