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Colour Mixing Modelling and Simulation: Optimization of Colour Recipe for Carded Fibres

机译:混色建模和仿真:梳理纤维颜色配方的优化

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Colour matching between carded and finished fibres is an importantchallenge for textile industry. The straightforward approach formixing together some differently coloured fibres in order toobtain a blend of a desired colour is to perform a trial and errorapproach starting from a given colour recipe and optimizing itwith several attempts. Unfortunately, dyeing process so as thecarding procedure may result in a carded fibre whose colour isdifferent from the desired one. As a consequence textile companieshave to modify the original recipe in order to reduce the gapbetween the colour of the final product and the desired one. Thepresent work describes a model able to simulate the colour mixingof fibres in order to assess the best recipe. The model consistsin two modules: a “prediction module” predicts the colour of ablend obtained by mixing together several fibres; an “optimizationmodule” is used to optimize the final recipe. The devised systemhas been tested for optimizing the recipe of a set of 200 blends. The mean error in predicting the blend colour is about 15% with avariance of 0.165. The time for optimizing the recipe is reducedby 92%.
机译:粗梳和成品纤维之间的颜色匹配是纺织工业的一项重要挑战。将一些不同颜色的纤维混合在一起以获得所需颜色的混合物的直接方法是从给定的颜色配方开始执行试错法,并通过几次尝试对其进行优化。不幸的是,诸如梳理程序的染色过程可能导致梳理纤维的颜色不同于所需的纤维。因此,纺织公司必须修改原始配方,以减少最终产品的颜色与所需产品之间的差距。本工作描述了一种能够模拟纤维颜色混合以评估最佳配方的模型。该模型包括两个模块:“预测模块”预测通过将几种纤维混合在一起而获得的蚕豆的颜色; “优化模块”用于优化最终配方。该设计的系统已经过测试,可以优化200种混合物的配方。预测混合色的平均误差约为15%,方差为0.165。优化配方的时间减少了92%。

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