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Acryloyl esters of emodin for waterless dyeing and toxicological studies 用于无水染色的大黄素丙烯酰酯及毒理学研究
IF 2 4区 工程技术 Q3 CHEMISTRY, APPLIED Pub Date : 2023-09-28 DOI: 10.1111/cote.12731
Gabriel Rampazzo Magalhães, Gabriely Fernanda Groto Militão, Natália Oliveira de Farias, Anjaina Fernandes de Albuquerque, Marina Tenório Botelho, Riikka Räisänen, Harold S. Freeman, Gisela de Aragão Umbuzeiro

Traditional textile dyeing processes usually require large quantities of water and energy and generate wastewater that can be harmful to the environment. Dyeing in supercritical carbon dioxide (sc-CO2) media is promising in textile coloration due especially to it providing a waterless process and eliminating the need for an energy intensive drying step. The natural anthraquinone emodin showed promising results for dyeing different fibres through sc-CO2 process. However, emodin is mutagenic. The aim of this study was to develop non-mutagenic derivatives of emodin that can be applied to textiles using sc-CO2. Emodin structure was modified incorporating acryloyl groups, which are considered suitable for decreasing potential for DNA intercalation, and thus mutagenicity. The presence of acryloyl groups would also enable atmospheric plasma induced bonding with fibres. Molecular modelling studies showed that emodin derivatives became less planar with increasing number of attached acryloyl groups, making intercalation unlikely. The derivatives produced were tested to assess mutagenicity in vitro (Salmonella/microsome assay, TA1537, 10% S9) and in vivo (micronucleus test in hemocytes of aquatic crustacean). We found that emodin can be derivatised using acryloyl chlorides to give mono- and di-acrylate esters suitable for dyeing polyester fibres in sc-CO2. However, the new dyes presented mutagenicity for both in vitro and in vivo. Although the derivatives provided greenish-yellow alternatives to emodin for dyeing synthetic fibres, they do not appear to be viable alternatives from the point of view of preserving human and environmental health. Plasma bonding studies are underway.

传统的纺织品染色工艺通常需要大量的水和能源,并且会产生对环境有害的废水。在超临界二氧化碳(sc-CO2)介质中染色在纺织品染色中很有前景,特别是因为它提供了一种无水染色工艺,并且无需高能耗的干燥步骤。天然蒽醌大黄素在通过 sc-CO2 工艺对不同纤维进行染色方面显示出良好的效果。然而,大黄素具有诱变性。本研究的目的是开发可用于使用 sc-CO2 对纺织品染色的无致突变性的大黄素衍生物。大黄素的结构经过改良,加入了丙烯酰基,丙烯酰基被认为适合降低 DNA 插层的可能性,从而降低致突变性。丙烯酰基的存在还能使大气等离子体诱导与纤维结合。分子建模研究表明,大黄素衍生物的平面度会随着附着的丙烯酰基数的增加而降低,从而使插层现象不太可能发生。我们对所生产的衍生物进行了体外(沙门氏菌/微粒体试验,TA1537,10% S9)和体内(水生甲壳类动物血细胞微核试验)致突变性测试。我们发现,大黄素可使用丙烯酰氯进行衍生,生成单丙烯酸酯和双丙烯酸酯,适用于在 sc-CO2 中对聚酯纤维进行染色。不过,新染料在体外和体内都具有诱变性。虽然这些衍生物为合成纤维染色提供了大黄素的黄绿色替代品,但从保护人类和环境健康的角度来看,它们似乎并不是可行的替代品。等离子体结合研究正在进行中。
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引用次数: 0
Investigation of dyeing, antibacterial and antifungal properties of blended fabrics treated with plant-based dyestuffs and mordants as shoe materials 用植物染料和媒染剂处理混纺织物作为鞋材的染色、抗菌和抗真菌性能研究
IF 2 4区 工程技术 Q3 CHEMISTRY, APPLIED Pub Date : 2023-09-18 DOI: 10.1111/cote.12730
Saltanat Sabyrkhanova, Nilay Ork Efendioglu, Gulzinat Yeldiyar, Behzat Oral Bitlisli

In this research article, it is reported the preparation and characterisation of four types of blended cotton-polyester based textile materials in different dye ratios with four kinds of natural dyes of agro waste (walnut shell, onion peel) and wildflowers (tansy, Hypericum) with/without mordants as antibacterial and antifungal species for shoe materials. The dyed samples were spectrophotometrically measured and the results were obtained as colour strength (K/S) as well as CIELab values. As a result, dyed fabrics with natural dyes showed yellow, grey, orange and brown colours. With the help of a mordant, aluminium-potassium, the dyed fabrics obtained natural, not distorted shades of these colours, and with the addition of copper sulphate, they showed changing yellow to light green, orange to dark red, grey to a darker shade of grey and brown to a darker colour. The dyed samples were tested for colour fastness to circle rubbing and satisfactory results were found. The fabrics dyed only with natural dyes and treated with natural dye and mordants were evaluated for antibacterial and antifungal properties against Escherichia coli, Staphylococcus aureus, and Candida albicans. The results indicated that fabrics treated with these natural dyes and mordants had excellent antibacterial and antifungal activity. All natural dyes and mordants used in this study were the most effective and showed the maximum inhibition zone, indicating the best antimicrobial and antifungal activity against tested microbes. The results showed that all these natural dyes can provide some antibacterial and antifungal activity on mixed fabrics.

本研究报告介绍了四种棉-涤纶混纺纺织材料的制备和特性分析,这些材料采用四种天然染料,分别是农业废料(核桃壳、洋葱皮)和野花(丹参、金丝桃),并添加/不添加媒染剂作为鞋材的抗菌防霉剂。染色样品经分光光度法测量后,得出了色强度(K/S)和 CIELab 值。结果显示,使用天然染料染色的织物呈现出黄色、灰色、橙色和棕色。在媒染剂铝钾的帮助下,染色织物获得了这些颜色的自然而不变形的色调,而在加入硫酸铜后,它们显示出黄色变为浅绿色,橙色变为深红色,灰色变为更深的灰色,棕色变为更深的颜色。对染色样品进行了耐圈圈摩擦色牢度测试,结果令人满意。对只用天然染料染色的织物和用天然染料和媒染剂处理的织物进行了抗菌和抗真菌性能评估,分别针对大肠杆菌、金黄色葡萄球菌和白色念珠菌。结果表明,用这些天然染料和媒染剂处理过的织物具有出色的抗菌和抗真菌活性。本研究中使用的所有天然染料和媒染剂都是最有效的,并显示出最大的抑菌区,这表明它们对测试微生物具有最佳的抗菌和抗真菌活性。结果表明,所有这些天然染料都能在混合织物上提供一定的抗菌和抗真菌活性。
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引用次数: 0
Electrochromic materials: Scope for the cyclic decay mechanisms and performance stability optimisation strategies 电致变色材料:循环衰减机制的范围和性能稳定性优化策略
IF 1.8 4区 工程技术 Q3 CHEMISTRY, APPLIED Pub Date : 2023-09-12 DOI: 10.1111/cote.12729
Yue Wu, Yogendra Kumar Mishra, Jian Xiong

Electrochromic materials (ECMs) have important potential applications in the field of intelligent optoelectronic displays. However, ECMs and its devices cannot be truly applied on a large scale until the problem of their long-period performance degradation is really solved. This article focuses on summarising the attenuation mechanism of common ECMs, which is mainly divided into three types: structural damage, irreversible reaction and ion capture, and summarises four optimisation strategies for the cyclic stability of ECMs at the present stage: doping is used to change the internal structure of the material in order to achieve the purpose of improving the cyclic stability; composite means to allow a variety of materials to interact with each other in order that the original material has no excellent performance; improve the cyclic stability of ECMs by the special characteristics of nanostructures; and enhance the performance by optimising the preparation process and regulating the parameters in the preparation process. Finally, the article discusses the potential for optimising the long-term stability of ECMs in the future, based on the earlier-mentioned research.

电致变色材料(ECM)在智能光电显示领域具有重要的潜在应用。然而,在真正解决电致变色材料的长周期性能衰减问题之前,电致变色材料及其器件还无法真正得到大规模应用。本文重点总结了常见 ECM 的衰减机理,主要分为结构损伤、不可逆反应和离子俘获三种类型,并总结了现阶段针对 ECM 周期稳定性的四种优化策略:通过掺杂来改变材料的内部结构,以达到提高循环稳定性的目的;复合是指让多种材料相互作用,使原有材料不再具有优异的性能;通过纳米结构的特殊性来提高 ECM 的循环稳定性;通过优化制备工艺和调节制备过程中的参数来提高性能。最后,文章在前述研究的基础上,探讨了未来优化 ECM 长期稳定性的可能性。
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引用次数: 0
Methylthio-substituted coumarin-based fluorescent probe for highly specific and fast detection of hypochlorite and bioimaging application 基于甲硫基取代香豆素的荧光探针,用于高特异性快速检测次氯酸盐和生物成像应用
IF 1.8 4区 工程技术 Q3 CHEMISTRY, APPLIED Pub Date : 2023-09-12 DOI: 10.1111/cote.12728
Baijun Zhao, Wenwen Wang, Yanxi Song, Hongqi Li, Lin Jiang, Lingling Chu

Hypochlorite is a kind of endogenously produced reactive oxygen species (ROS) in the human immune system and plays a crucial role in many pathophysiological processes. In this work a novel fluorescent probe derived from 6-methylthio coumarin was designed and synthesised for detection of hypochlorite in acetonitrile/phosphate-buffered saline (MeCN/PBS) (1:1, v/v, pH 7.4) medium. The probe displayed high specificity toward hypochlorite over other ROS analytes, rapid response to hypochlorite within 30 s, and a broad applicable range of pH 3–8. The detection limit was calculated to be 1.48 μM. Application of this probe for in vitro Hecat cell imaging to detect hypochlorite ions was confirmed. A sensing mechanism based on thioether to sulfoxide oxidation by hypochlorite was proposed and demonstrated. The study presented an effective approach for construction of highly efficient hypochlorite chemosensors from hydrophilic methylthio-substituted coumarins considering their facile access.

次氯酸盐是人体免疫系统中内源性产生的一种活性氧(ROS),在许多病理生理过程中起着至关重要的作用。本研究设计并合成了一种源自 6-甲硫基香豆素的新型荧光探针,用于检测乙腈/磷酸盐缓冲盐水(MeCN/PBS)(1:1, v/v, pH 7.4)介质中的次氯酸盐。与其他 ROS 分析物相比,该探针对次氯酸盐具有高度特异性,在 30 秒内对次氯酸盐做出快速反应,适用范围广泛(pH 值为 3-8)。据计算,其检测限为 1.48 μM。该探针在体外 Hecat 细胞成像中检测次氯酸盐离子的应用得到了证实。该研究提出并证明了基于次氯酸盐将硫醚氧化为亚砜的传感机制。考虑到亲水性甲硫代香豆素的易获取性,该研究为利用亲水性甲硫代香豆素构建高效次氯酸盐化学传感器提供了一种有效方法。
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引用次数: 0
Fluorescent whiteness measurement of textiles by multispectral imaging system 利用多光谱成像系统测量纺织品的荧光白度
IF 2 4区 工程技术 Q3 CHEMISTRY, APPLIED Pub Date : 2023-09-09 DOI: 10.1111/cote.12721
Pengpeng Yao, Ho Chung Wu, Yixuan Li, Jingyi Xu, John H. Xin

Accurate whiteness measurement is critical across various industries including textiles, paper, and detergents. With the advent of fluorescent whitening agents (FWAs), the assessment of whiteness has evolved from simply measuring reflectance to determining the spectral radiance factor (SRF) of materials. While multispectral imaging (MSI) can effectively measure object reflectance and colour, its accuracy is compromised by FWAs that significantly augment spectral reflectance. Thus, reliable whiteness measurement requires the determination of both reflectance and SRF. This article presents the design of a specialised light source equipped with an ultraviolet (UV) filter to provide adjustable illumination within an integrating sphere system. By tuning the position of the UV filter, multispectral images are captured of a fabric under varying UV exposures. These images are subsequently processed and combined to reconstruct full-range visible spectrum information. This approach is shown to achieve high accuracy and spatial uniformity in quantifying the whiteness of textiles using MSI.

准确的白度测量对纺织品、纸张和洗涤剂等各行各业都至关重要。随着荧光增白剂(FWA)的出现,白度评估已从简单的测量反射率发展到确定材料的光谱辐射系数(SRF)。虽然多光谱成像 (MSI) 可以有效测量物体的反射率和颜色,但其准确性会因 FWA 而大打折扣,因为 FWA 会显著增强光谱反射率。因此,可靠的白度测量需要同时测定反射率和 SRF。本文介绍了一种配备紫外线(UV)滤光片的专用光源的设计,该光源可在积分球系统内提供可调节的照明。通过调整紫外线滤光片的位置,可以捕捉到织物在不同紫外线照射下的多光谱图像。随后对这些图像进行处理和组合,以重建全范围的可见光谱信息。事实证明,这种方法在使用 MSI 量化纺织品白度方面具有很高的准确性和空间均匀性。
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引用次数: 0
Iron(III) complexes promote hydrogen peroxide activation for efficient degradation of dyeing wastewater 铁(III)配合物促进过氧化氢活化有效降解染色废水
IF 1.8 4区 工程技术 Q3 CHEMISTRY, APPLIED Pub Date : 2023-09-08 DOI: 10.1111/cote.12727
Shouying Wu, Linping Zhang, Jianing Fan, Wei Wu, Bolin Ji, Xueling Feng, Bijia Wang, Yimeng Ma, Yi Zhong, Hong Xu, Zhiping Mao

Coordination complexes were widely used in advanced oxidation processes. The ligands with various substituents could lead to differences in the catalytic properties and mechanisms. In this work, the iron(III)–N,N′-dipicolinamide (FeL) complexes (the iron(III) complexes with substituents –CH3, –H, –Cl and –NO2 named as FeL1, FeL2, FeL3 and FeL4, respectively) were used to activate hydrogen peroxide (H2O2) for degrading dyes wastewater. Mechanism studies indicated that the FeL4/H2O2 system contains the FeV=O in addition to the same OH and O2•− as the other systems, which made it exhibit more excellent performance than others. The results of the performance tests showed that the FeL4/H2O2 system could remove 97%, 89%, 100%, 83%, 100%, and 99% of RR195, RY145, RB194, RB19, MB, and RhB, respectively, which proved the good application performance of the FeL4/H2O2 system. In addition, the performance of the FeL4/H2O2 system was not influenced by anions and natural organics. This study verified the feasibility of modulating the catalytic performance of the complexes by changing the substituents and provided an efficient catalytic system for dyeing wastewater treatment.

配位配合物在高级氧化过程中得到了广泛的应用。具有不同取代基的配体可能导致催化性能和机理的差异。在这项工作中,铁(III)-N,N′-二吡啶酰胺(FeL)络合物(具有取代基-CH3,-H,-Cl和-NO2的铁(Ⅲ)络合物分别命名为FeL1,FeL2,FeL3和FeL4)被用于活化H2O2降解染料废水。机理研究表明,FeL4/H2O2体系除了含有与其他体系相同的•OH和O2•‐外,还含有FeV=O,这使其表现出比其他体系更优异的性能。性能测试结果表明,FeL4/H2O2体系对RR195、RY145、RB194、RB19、MB和RhB的去除率分别为97%、89%、100%、83%、100%和99%,证明了该体系具有良好的应用性能。此外,FeL4/H2O2体系的性能不受阴离子和天然有机物的影响。本研究验证了通过改变取代基来调节配合物催化性能的可行性,为印染废水处理提供了一种有效的催化体系。这篇文章受版权保护。保留所有权利。
{"title":"Iron(III) complexes promote hydrogen peroxide activation for efficient degradation of dyeing wastewater","authors":"Shouying Wu,&nbsp;Linping Zhang,&nbsp;Jianing Fan,&nbsp;Wei Wu,&nbsp;Bolin Ji,&nbsp;Xueling Feng,&nbsp;Bijia Wang,&nbsp;Yimeng Ma,&nbsp;Yi Zhong,&nbsp;Hong Xu,&nbsp;Zhiping Mao","doi":"10.1111/cote.12727","DOIUrl":"10.1111/cote.12727","url":null,"abstract":"<p>Coordination complexes were widely used in advanced oxidation processes. The ligands with various substituents could lead to differences in the catalytic properties and mechanisms. In this work, the iron(III)–N,N′-dipicolinamide (FeL) complexes (the iron(III) complexes with substituents –CH<sub>3</sub>, –H, –Cl and –NO<sub>2</sub> named as FeL1, FeL2, FeL3 and FeL4, respectively) were used to activate hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) for degrading dyes wastewater. Mechanism studies indicated that the FeL4/H<sub>2</sub>O<sub>2</sub> system contains the Fe<sup>V</sup>=O in addition to the same <sup>•</sup>OH and O<sub>2</sub><sup>•−</sup> as the other systems, which made it exhibit more excellent performance than others. The results of the performance tests showed that the FeL4/H<sub>2</sub>O<sub>2</sub> system could remove 97%, 89%, 100%, 83%, 100%, and 99% of RR195, RY145, RB194, RB19, MB, and RhB, respectively, which proved the good application performance of the FeL4/H<sub>2</sub>O<sub>2</sub> system. In addition, the performance of the FeL4/H<sub>2</sub>O<sub>2</sub> system was not influenced by anions and natural organics. This study verified the feasibility of modulating the catalytic performance of the complexes by changing the substituents and provided an efficient catalytic system for dyeing wastewater treatment.</p>","PeriodicalId":10502,"journal":{"name":"Coloration Technology","volume":"140 3","pages":"496-506"},"PeriodicalIF":1.8,"publicationDate":"2023-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43974460","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Stearns–Noechel colour prediction model reconstructed from gridded colour solid of nine primary colours and its application 由九基色网格色立体重建的Stearns-Noechel颜色预测模型及其应用
IF 2 4区 工程技术 Q3 CHEMISTRY, APPLIED Pub Date : 2023-09-02 DOI: 10.1111/cote.12724
Xianqiang Sun, Yuan Xue, Jingli Xue, Guang Jin

A full gamut colour solid model consisting of three lightness planes, 18 colour mixing units and 360 grid points is constructed from nine primary coloured fibres: red (R), yellow (Y), green (G), cyan (C), blue (B), magenta (M), dark grey (O1), medium grey (O2) and light grey (O3). Subsequently, the 213 coloured yarns and fabrics containing different lightness, hue and saturation were prepared according to the mixing ratio parameters in the colour solid. The Stearns–Noechel colour prediction algorithm, which predicts reflectance using coloured fibre mixing ratios, was improved and applied according to the requirements of colour prediction; and the Stearns–Noechel proportion prediction algorithm, which predicts coloured fibre mixing ratios by reflectance, was refined and employed in accordance with the demands of proportion prediction. Then, the 12 additional coloured fabrics were fabricated and their corresponding measurement data were used on the algorithm for validating its forecasting capabilities. The final experimental results reveal that the maximum colour difference for colour prediction is 5.5, the minimum is 1.7, and the average is 3.7; the maximum colour difference for proportion prediction is 3.3, the minimum is 0.3, and the average is 1.6. Therefore, this approach is promising to improve the colour reproduction issues encountered in the processing of three-channel computer numerical control (CNC) spinning.

由红(R)、黄(Y)、绿(G)、青(C)、蓝(B)、品红色(M)、深灰色(O1)、中灰色(O2)和浅灰色(O3)九种原色纤维构建了由三个亮度平面、18个颜色混合单元和360个网格点组成的全色域彩色实体模型。随后,根据彩色固体中的混合比参数,制备了含有不同明度、色调和饱和度的213种彩色纱线和织物。根据颜色预测的要求,对Stearns‐Noechel颜色预测算法进行了改进和应用,该算法利用有色纤维混合比预测反射率;根据比例预测的要求,对Stearns-Noechel比例预测算法进行了改进和应用,该算法通过反射率预测有色纤维的混合比。然后,制作了12种额外的彩色织物,并将其相应的测量数据用于该算法,以验证其预测能力。最终实验结果表明,颜色预测的最大色差为5.5,最小色差为1.7,平均色差为3.7;比例预测的最大色差为3.3,最小色差为0.3,平均色差为1.6。因此,这种方法有望改善三通道数控旋压加工中遇到的颜色再现问题。这篇文章受版权保护。保留所有权利。
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引用次数: 0
Evolving regularised random vector functional link by seagull optimisation algorithm for yarn-dyed fabric colour difference classification 用海鸥优化算法进化正则化随机向量函数链用于色织物色差分类
IF 1.8 4区 工程技术 Q3 CHEMISTRY, APPLIED Pub Date : 2023-09-01 DOI: 10.1111/cote.12722
Yufeng Qiu, Zhiyu Zhou, Jianxin Zhang

To address the issue of low precision in classifying the colour differences of yarn-dyed fabrics and the high cost of manual detection, a colour difference classification method relying on an improved seagull optimisation algorithm (SOA) optimised regularised random vector functional link (RRVFL) model is proposed for dyed fabrics. First, to address the issue of the slow convergence speed of the SOA, the current study optimises the initial SOA group with the marine predators algorithm (MPA) so that it can effectively improve the convergence ability and global optimisation ability of the SOA. Subsequently, the enhanced SOA is applied to fine-tune the parameters of the RRVFL. Compared with the methods that only optimise weights and bias, the proposed algorithm obtained by optimizing the initial group of SOA through the Marine Predators Algorithm (MSOA)-RRVFL model in this paper also increases the optimisation of the number of nodes in the hidden layer and regularisation parameters, which also effectively avoids the issue of the low classification accuracy of the RRVFL model due to random related parameters. Finally, by comparing the RRVFL model with other optimisation algorithms, the experimental outcomes demonstrate that the convergence ability of the improved SOA has been improved, and that the average accuracy of colour difference classification by the MSOA-RRVFL model is as high as 99.79%, and that the classification error fluctuation can be stabilised below 0.2%. In general, the MSOA-RRVFL model displays an excellent performance in terms of stability and significance.

针对色差分类精度低、人工检测成本高的问题,提出了一种基于改进的海鸥优化算法(SOA)优化正则化随机向量函数链接(RRVFL)模型的色差分类方法。首先,针对海鸥优化算法(SOA)收敛速度慢的问题,提出利用海洋掠食者算法(MPA)对SOA初始组进行优化。从而有效地提高了SOA算法的收敛能力和全局优化能力。随后,将改进的SOA算法应用于正则化随机向量功能链路(RRVFL)的参数微调。与仅优化权重和偏置的方法相比,本文的MSOA‐RRVFL模型还增加了对隐层节点数和正则化参数的优化,有效地避免了RRVFL模型因相关参数随机而导致分类准确率低的问题。最后,通过将RRVFL模型与其他优化算法进行比较,实验结果表明改进后的SOA算法的收敛能力得到了提高,MSOA‐RRVFL模型的色差分类平均准确率高达99.79%,分类误差波动可稳定在0.2%以下。总的来说,MSOA‐RRVFL模型在稳定性和显著性方面具有优异的性能。这篇文章受版权保护。版权所有。
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引用次数: 0
Research on a colour solid built by gridded colour mixing of nine primary-coloured fibres and its neural network colour prediction approach 九种原色纤维网格混色构建彩色实体及其神经网络颜色预测方法的研究
IF 2 4区 工程技术 Q3 CHEMISTRY, APPLIED Pub Date : 2023-09-01 DOI: 10.1111/cote.12726
Xianqiang Sun, Yuan Xue, Jingli Xue, Guang Jin

According to the demand for colour prediction for coloured yarn, two adjacent colours chosen from red (R), yellow (Y), green (G), cyan (C), blue (B) and magenta (M) fibres were combined with fibres of dark grey (O1), medium grey (O2) and light grey (O3), respectively, and then ternary coupling-superposition mixing was performed to acquire a colour solid consisting of three lightnesses, 18 colour mixing units and 18 × (m + 1) × n grid points. An integrated colour mixing with 20% hue gradient and 33.33% saturation gradient was performed to achieve a colour solid containing 360 grid points, then using it as the sample space for the colour prediction model. A total of 360 typical samples were established by the grid points, 213 yarns and fabrics were prepared by the typical sample parameters, and the corresponding reflectance was accessed by a spectrophotometer. Neural network models for predicting reflectance by mixing ratios as well as forecasting mixing ratios by reflectance, were established. The 12 non-grid point parameters were chosen to prepare corresponding yarns and fabrics, and the corresponding reflectance was measured. The predicted and measured values of the neural network model were compared to verify its predictive ability and generalisability. The results showed that when predicting the colour by the mixing ratios, the colour difference between the predicted and measured samples ranged from 1.5 to 3.4, with an average of 2.4; and when forecasting the mixing ratios by the colour, the colour difference ranged from 0.8 to 5.6, with an average of 2.4.

根据彩色纱线颜色预测的要求,将从红色(R)、黄色(Y)、绿色(G)、青色(C)、蓝色(B)和品红色(M)纤维中选择的两种相邻颜色分别与深灰色(O1)、中灰色(O2)和浅灰色(O3)纤维相结合,然后进行三元耦合叠加混合,获得由三种亮度组成的彩色固体,18个颜色混合单元和18×(m+1)×。执行具有20%色调梯度和33.33%饱和度梯度的积分颜色混合以获得包含360个网格点的颜色实体,然后将其用作颜色预测模型的样本空间。通过网格点建立了360个典型样品,通过典型样品参数制备了213种纱线和织物,并通过分光光度计获取了相应的反射率。建立了用混合比预测反射率和用反射率预测混合比的神经网络模型。选择12个非网格点参数来制备相应的纱线和织物,并测量相应的反射率。将神经网络模型的预测值与实测值进行比较,验证其预测能力和可推广性。结果表明:通过混合比预测颜色时,预测样品与测量样品的色差在1.5至3.4之间,平均为2.4;当用颜色预测混合比时,色差在0.8到5.6之间,平均值为2.4。本文受版权保护。保留所有权利。
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引用次数: 0
A mixed-attention-based multi-scale autoencoder algorithm for fabric defect detection 基于混合注意力的织物缺陷检测多尺度自编码器算法
IF 1.8 4区 工程技术 Q3 CHEMISTRY, APPLIED Pub Date : 2023-09-01 DOI: 10.1111/cote.12725
Hongwei Zhang, Yanzi Wu, Shuai Lu, Le Yao, Pengfei Li

Aiming at the defects in the process of fabric production, a defect detection model of fabric based on a mixed-attention-based multi-scale non-skipping U-shaped deep convolutional autoencoder (MADCAE) was proposed. In a traditional encoder, the convolutional layer treats each pixel equally, so the importance of different pixels cannot be reflected. It is difficult to obtain richer and more effective information. The reconstruction of the defect region and the detection of the defect region are further affected. In this article, three different scale features of input images are extracted by enlarging the receptive field with large kernel convolution blocks. A hybrid attention module is used to ensure the richness of the extracted information in terms of space and channel. Experiments show that this method can effectively reconstruct fabric parts without requiring a large number of defect marking samples. It can quickly detect and locate defective areas of fabric patterns.

针对织物生产过程中存在的缺陷,提出了一种基于混合注意的多尺度非跳变U形深度卷积自编码器(MADCAE)的织物缺陷检测模型。在传统的编码器中,卷积层对每个像素都是平等对待的,因此不能反映不同像素的重要性。很难获得更丰富、更有效的信息。进一步影响缺陷区域的重建和缺陷区域的检测。本文采用大核卷积块放大接收野的方法提取输入图像的三种不同尺度特征。采用混合注意模块,保证了提取信息在空间和渠道上的丰富性。实验表明,该方法在不需要大量缺陷标记样本的情况下,可以有效地重建织物部件。它可以快速检测和定位织物图案的缺陷区域。这篇文章受版权保护。版权所有。
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引用次数: 0
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Coloration Technology
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