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首页> 外文期刊>Vlakna a Textil >THE SET-UP OF A LABORATORY TYPE COATING/LAMINATING UNIT AND THE OPTIMISATION OF LAMINATION PROCESS OF DENIM FABRICS
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THE SET-UP OF A LABORATORY TYPE COATING/LAMINATING UNIT AND THE OPTIMISATION OF LAMINATION PROCESS OF DENIM FABRICS

机译:实验室型涂层/层压单元的设置及牛仔布的层压工艺的优化

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摘要

Lamination process is a finishing process applied to bring functionality, physical modification and change at appearance by combining two separate materials (fabric, polymer film layer or membrane). The process increased its popularity at denim industry especially in fabric-fabric lamination form in the last decade. Despite its market interest, lamination has setbacks in R&D studies for optimization to enhance the product performance due to large numbers of parameters and difficulties in producing samples. In this study, an adaptive laboratory type coating/laminating unit was developed as the first time in textile industry and the lamination of denim-denim fabric process has been optimized through statistical analysis and modelling studies by artificial neural network (ANN) and least-square support vector (LS-SVM) machine.
机译:层压工艺是一种精加工工艺,通过组合两种单独的材料(织物,聚合物薄膜层或膜)来带来功能性,物理修饰和外观变化。在过去的十年中,该工艺在牛仔布行业尤其是织物-织物层压形式中的普及度得到了提高。尽管受到市场的关注,由于大量参数和生产样品的困难,层压板在研发研究方面受挫,无法进行优化以提高产品性能。在这项研究中,开发了一种自适应实验室类型的涂层/层压单元,这是纺织行业中的第一次,并且通过统计分析和通过人工神经网络(ANN)和最小二乘建模的模型研究,对牛仔布-牛仔布的层压工艺进行了优化。支持向量(LS-SVM)机器。

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