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Development of digitized evaluation methods for fabric shrinkage and damage using image analysis 基于图像分析的织物收缩损伤数字化评价方法的发展
IF 2.4 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2023-06-25 DOI: 10.1186/s40691-023-00346-8
Eunbi Yun, Sungmin Kim, Changsang Yun

The aim of this study is to develop digitalized evaluation methods for fabric shrinkage and damage using image analysis. To develop the shrinkage assessment method, 81 grid dots (nine horizontal lines and nine vertical lines) are introduced into the test fabric. This allows the shrinkage to be verified based on the change in distance between neighboring dots, which not only presents the shrinkage in the warp and weft directions, but also the area shrinkage and skewness. The developed evaluation method yields a value that differs from the actual measured value by less than 1 mm, which confirms its significance. To develop a damage evaluation method using the Original Danish MA test fabric, the change in area caused by loosening threads in five holes is evaluated. The area change in the developed method and the number of loosened threads in the conventional method has a high correlation. Comparing the number of dots in the Poka-Dot test fabric before and after washing enables one to distinguish incorrectly created dots during the manufacturing process and to accurately measure the number of missing dots such that the result is similar to the actual measurement. The accuracy and reproducibility of the developed measurement method are confirmed using various verification such as error rate, washing cycle, and washing time. Digitizing the evaluation method can contribute to the digital transformation of apparel quality evaluation by reducing labor and errors between evaluators.

本研究的目的是开发利用图像分析对织物收缩和损伤进行数字化评估的方法。为了开发收缩率评估方法,在测试织物中引入了81个网格点(9条水平线和9条垂直线)。这样就可以根据相邻网点之间距离的变化来验证缩水率,这不仅表现出经纬方向的缩水率,而且还表现出面积缩水率和偏度。所开发的评价方法与实际测量值相差小于1毫米,证实了其意义。为了建立一种基于丹麦原始MA测试织物的损伤评估方法,对五孔螺纹松动引起的面积变化进行了评估。该方法的面积变化与传统方法的松螺纹数有高度的相关性。比较洗前和洗后Poka-Dot测试织物中的点数,可以区分在制造过程中产生的错误点,并准确测量缺失点的数量,从而使结果与实际测量结果相似。通过各种验证,如错误率、洗涤周期和洗涤时间,确定了所开发的测量方法的准确性和再现性。通过减少评估人员之间的劳动和错误,将评估方法数字化有助于服装质量评估的数字化转型。
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引用次数: 0
Recycling of cotton apparel waste and its utilization as a thermal insulation layer in high performance clothing 棉质服装废弃物的回收利用及其在高性能服装保温层中的应用
IF 2.4 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2023-06-15 DOI: 10.1186/s40691-023-00342-y
M. A. Rahman Bhuiyan, Ayub Ali, Md. Mohebbullah, M. Firoz Hossain, Ayub Nabi Khan, Lijing Wang

Recycling and converting  textile waste into value-added products with enhanced functional properties pave the way toward a circular economy for sustainability. This research investigates the utilization of recycled cotton fiber from apparel cutting waste for fabricating high-performance thermal barrier fabrics. The physical characterization of the developed fabrics revealed a regular arrangement of fibers, consequently the uniform thickness of the fabric with no distortion on fiber surfaces due to the recycling operation of cotton waste. The developed fabrics also demonstrated a high softness index and low compression and bending average rigidity compared to the commercial fabric with similar thickness. The heat protection performance revealed an increase in fabric conductive and radiative heat resistance with increasing the amount of recycled cotton fiber in the fabrics. The inherent thermal resistance of cotton fiber and the low inter-fiber spacing because of their uniform orientation in the fabric lead to the high thermal resistance of developed fabrics. In the case of fabric air permeability concerning the clothing thermal comfort, no significant difference in breathability was observed among the test specimens. Besides, the moisture management profile of developed fabrics indicated the capability to create favorable thermal comfort within the clothing-skin microenvironment because of improved liquid transportation and diffusion of perspiration vapor through the fabric.

回收和将纺织废料转化为具有增强功能特性的增值产品,为可持续发展的循环经济铺平了道路。本研究探讨了利用服装切割废料再生棉纤维制备高性能热障织物的可行性。开发的织物的物理特性显示出纤维排列规则,因此织物厚度均匀,纤维表面没有因废棉回收操作而变形。与同等厚度的商用织物相比,所开发的织物具有较高的柔软指数和较低的压缩和弯曲平均刚度。随着再生棉纤维用量的增加,织物的导热性和辐射耐热性均有所提高。棉纤维固有的热阻和棉纤维在织物中的均匀取向导致的纤维间距小,导致织物的热阻高。在涉及服装热舒适的织物透气性方面,不同测试样品的透气性无显著差异。此外,开发的织物的水分管理特征表明,由于改善了液体的运输和汗水蒸汽通过织物的扩散,能够在衣服-皮肤微环境中创造良好的热舒适性。
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引用次数: 2
Investigation of materials for palm and dorsal of anti-vibration gloves for thermal comfort 热舒适性防振手套掌背材料的研究
IF 2.4 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2023-06-05 DOI: 10.1186/s40691-023-00340-0
Annie Yu, Sachiko Sukigara

The thermal comfort of a work glove affects wear compliance. This study investigates the thermal comfort of five types of anti-vibration gloves that use chloroprene rubber and spacer fabric as materials to isolate vibration. An evaluation of the fabric and material on the palm and dorsal of the glove, and a wear trial of the gloves were subsequently carried out. The results showed that the palm of the glove made of spacer fabric had higher air and water vapour permeabilities than chloroprene rubber. Using a thin mesh fabric for the dorsal of the glove resulted in a significantly lower skin temperature than using spacer fabric or chloroprene rubber during hand activity. The thermal sensation of the subjects showed no significant difference among the five glove samples. However, the glove wear comfort of the spacer fabric glove was the lowest. Recommendations for the fabric thickness and glove design are provided for developing anti-vibration gloves.

工作手套的热舒适性影响穿着的顺应性。研究了以氯丁橡胶和间隔布为隔振材料的五种防振手套的热舒适性。随后对手套手掌和手套背的织物和材料进行了评估,并对手套进行了佩戴试验。结果表明,用间隔织物制成的手套掌心透气性和透水性均高于氯丁橡胶。在手部活动时,在手套的背侧使用薄网状织物比使用间隔织物或氯丁橡胶的皮肤温度要低得多。受试者的热感觉在五种手套样品之间没有显著差异。而垫片织物手套的手套佩戴舒适度最低。为研制防振手套提供了面料厚度和手套设计建议。
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引用次数: 0
Revolutionising textile manufacturing: a comprehensive review on 3D and 4D printing technologies 革命纺织制造:对3D和4D打印技术的全面审查
IF 2.4 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2023-05-25 DOI: 10.1186/s40691-023-00339-7
João P. Manaia, Fábio Cerejo, João Duarte

An exhaustive and integrative overview of recent developments in 3D and 4D textiles based on Additive Manufacturing (AM) were provided in order to identify the current state‐of‐the‐art. Despite all scientific progress, AM applied on textiles is a challenging technique and is still at an embryonic stage of research and technological development (R&TD), mainly due to the technological gap between featured prototypes and scalability in manufacturing. Despite its full potential across a range of different applications, such as development of functional filament fibres/wires, 3D printing on textiles, 3D printing completed garments and 4D textiles, needs future developments. Although, AM applied on textiles, enables cost and resource efficiency for small scale production through localised production, shorten supply chain and demand driven manufacture, both customisable and scalable, embracing cost and environmental sustainability. The opportunities and limits of 3D and 4D printing textiles are also discussed. Finally, the conclusion highlights the potential future development and application of the convergence of advanced computational design techniques, product customization, mathematical modelling, simulation, and digital modelling within multifunctional textiles.

Graphical Abstract

本文对基于增材制造(AM)的3D和4D纺织品的最新发展进行了详尽和综合的概述,以确定当前的技术状态。尽管所有的科学进步,应用于纺织品增材制造是一项具有挑战性的技术,仍处于研究和技术发展的萌芽阶段(R&TD),主要是由于特色原型和可扩展性之间的技术差距在制造。尽管3D打印在一系列不同的应用领域都有很大的潜力,比如功能性长丝纤维/电线的开发、纺织品上的3D打印、3D打印成衣和4D纺织品,但仍需要未来的发展。虽然,AM应用于纺织品,通过本地化生产,缩短供应链和需求驱动制造,实现小规模生产的成本和资源效率,既可定制又可扩展,拥抱成本和环境可持续性。讨论了3D和4D打印纺织品的机遇和局限性。最后,结论强调了先进的计算设计技术,产品定制,数学建模,仿真和数字建模在多功能纺织品中的融合的潜在未来发展和应用。图形抽象
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引用次数: 0
(Un)Sustainable transitions towards fast and ultra-fast fashion (非)向快时尚和超快时尚的可持续转型
IF 2.4 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2023-05-25 DOI: 10.1186/s40691-023-00337-9
Tulin Dzhengiz, Teresa Haukkala, Olli Sahimaa

Due to pressing sustainability challenges, the fashion industry is undergoing tremendous change. Surprisingly, even though the unique context of fashion presents an opportunity for scholars to explore the (un)sustainable transitions, this context has yet to receive the attention of transition scholars. Our article explores fashion transitions and develops a conceptual framework demonstrating this transition's multi-level and multi-dimensional interactions. We draw on three literature areas: multi-level perspective (MLP) of sustainable transitions, institutional logics and framing contests. We then introduce a conceptual framework and illustrative examples from the industry and demonstrate the tensions between positive and negative environmental and socialsustainability developments at the niche, regime and landscape levels. We show that while many positive developments can be seen in the regime players through the adoption of corporate sustainability initiatives, new business models and collaborations, more attention should also be given to some adverse developments. Overall, we contribute to the literature by exploring fashion transitions, an under-explored context, and by demonstrating the complexity of interactions due to the diffusion of heterogeneous institutional logics and framing contests between players.

由于可持续发展的紧迫挑战,时尚产业正在经历巨大的变化。令人惊讶的是,尽管时尚的独特背景为学者们提供了探索(非)可持续转型的机会,但这一背景尚未受到转型学者的关注。我们的文章探讨了时尚的转变,并开发了一个概念框架来展示这种转变的多层次和多维度的相互作用。我们借鉴了三个文献领域:可持续转型的多层次视角(MLP)、制度逻辑和框架竞赛。然后,我们介绍了一个概念框架和来自行业的说明性例子,并在生态位、制度和景观层面上展示了积极和消极的环境和社会可持续性发展之间的紧张关系。我们表明,虽然通过采用企业可持续发展倡议、新的商业模式和合作,制度参与者可以看到许多积极的发展,但也应该更多地关注一些不利的发展。总的来说,我们通过探索时尚转变、一个未被充分探索的背景,以及通过展示由于异质制度逻辑和参与者之间框架竞争的扩散而产生的相互作用的复杂性,为文献做出了贡献。
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引用次数: 1
Conceptual framework of hybrid style in fashion image datasets for machine learning 用于机器学习的时尚图像数据集中混合风格的概念框架
IF 2.4 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2023-05-15 DOI: 10.1186/s40691-023-00338-8
Hyosun An, Kyo Young Lee, Yerim Choi, Minjung Park

Fashion image datasets, in which each fashion image has a label indicating its design attributes and styles, have contributed to the achievement of various machine learning techniques in the fashion industry. Computer vision studies have investigated labeling categories (such as fashion items, colors, materials, details, and styles) to create fashion image datasets for supervised learning. Although a considerable number of fashion image datasets has been developed, different style classification criteria exist because of a lack of understanding concerning fashion style. Since fashion styles reflect various design attributes, multiple styles can often be included in a single outfit. Thus, this study aims to build a Hybrid Style Framework to develop a fashion image dataset that can be efficiently applied to supervised learning. We conducted focus group interviews with six fashion experts to determine fashion style categories with which to classify hybrid styles in fashion images. We developed 1,206,931K-fashion image datasets and analyzed the hybrid style convergence. Finally, we applied the datasets to the machine learning model and verified the accuracy of the computer’s ability to recognize style. Overall, this study concludes that the Hybrid Style Framework and developed K-fashion image datasets are helpful, as they can be applied to data-driven fashion services to offer personalized fashion design solutions.

时尚图像数据集,其中每个时尚图像都有一个标签,表明其设计属性和风格,有助于实现时尚行业的各种机器学习技术。计算机视觉研究已经研究了标签类别(如时尚物品、颜色、材料、细节和风格),以创建用于监督学习的时尚图像数据集。虽然已经开发了相当数量的时尚图像数据集,但由于缺乏对时尚风格的理解,存在不同的风格分类标准。由于时尚风格反映了各种设计属性,因此一套服装通常可以包含多种风格。因此,本研究旨在建立一个混合风格框架,以开发一个可以有效应用于监督学习的时尚图像数据集。我们对6位时尚专家进行了焦点小组访谈,以确定时尚风格类别,从而对时尚图像中的混合风格进行分类。我们开发了1,206,931 k时尚图像数据集,并分析了混合风格收敛。最后,我们将数据集应用于机器学习模型,并验证了计算机识别风格能力的准确性。总体而言,本研究得出结论,混合风格框架和开发的K-fashion图像数据集是有帮助的,因为它们可以应用于数据驱动的时尚服务,以提供个性化的时尚设计解决方案。
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引用次数: 3
Characterization of antioxidant Houttuynia cordata extracts loaded polyurethane nanofibers 鱼腥草抗氧化提取物负载聚氨酯纳米纤维的表征
IF 2.4 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2023-05-05 DOI: 10.1186/s40691-023-00333-z
Mei Xi Chen, Md. Kaiser Haider, Ick Soo Kim, Jung-Soon Lee

Herein, we analyzed total polyphenol content, total flavonoid content, and the antioxidant activity of the ethanol and distilled water extracted Houttuynia cordata perennial herb. Later, we investigated the possibility of producing Houttuynia cordata extract (HCE) loaded Polyurethane (PU) nanofibers via the electrospinning technique. The analysis confirmed that the total polyphenol, total flavonoid content, and antioxidant activity of the ethanol extracted HCE were higher than the distilled water extracted HCE. Therefore, the ethanol extracted HCE was used to prepare HCE/PU nanofibers by varying concentrations of HCE and PU. The HCE/PU nanofibers showed a mixed pattern of beads and fibers at a PU concentration of 10 wt%. However, at 12 wt% PU concentration, relatively uniform nanofibers with an average diameter of about 200 nm were formed at 1.0% and 1.5 wt% of HCE. The successful incorporation of HCE in PU nanofibrous matrix was confirmed by the presence of its characteristic bands in Fourier transform infrared (FTIR) and X-ray diffraction (XRD) spectra. The addition of HCE increased the crystallinity, the amount of heat required for pyrolysis, and the thermal stability of HCE/PU nanofibers, which must be credited to the HCE-derived quercitrin and quercetin crystallite solids.

本研究对鱼腥草多年生草本植物乙醇和蒸馏水提取液的总多酚含量、总黄酮含量及抗氧化活性进行了分析。随后,我们研究了利用静电纺丝技术制备鱼腥草提取物(HCE)负载聚氨酯(PU)纳米纤维的可能性。分析证实,乙醇提取的HCE总多酚、总黄酮含量和抗氧化活性均高于蒸馏水提取的HCE。因此,利用乙醇提取的HCE,通过不同浓度的HCE和PU制备HCE/PU纳米纤维。当PU浓度为10 wt%时,HCE/PU纳米纤维呈现出珠状和纤维状的混合模式。然而,在12 wt%的PU浓度下,在1.0%和1.5 wt%的HCE浓度下,形成了相对均匀的纳米纤维,平均直径约为200 nm。傅里叶变换红外光谱(FTIR)和x射线衍射光谱(XRD)显示了HCE的特征带,证实了HCE在PU纳米纤维基体中的成功掺入。HCE的加入提高了HCE/PU纳米纤维的结晶度、热解所需的热量和热稳定性,这必须归功于HCE衍生的槲皮素和槲皮素结晶固体。
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引用次数: 3
Development of textile pattern design by M. C. Escher’s tessellation technique using chaekgeori icons 用埃舍尔的织纹图案镶嵌技术发展纺织品图案设计
IF 2.4 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2023-04-25 DOI: 10.1186/s40691-023-00336-w
Mi Hwa An, Ae Ran Jang

The purpose of this study is to raise awareness of the uniqueness and excellence of Korea’s traditional culture among members of the MZ generation (Millennials and generation Z) and explore the possibility of utilizing archetypes of traditional culture in the contemporary context. To that end, this study develops and proposes unique contemporary textile pattern designs applying M. C. Escher’s tessellation technique to the formative characteristics and symbolic meaning of Chaekgeori icons. To develop the designs, this study reviews the previous literature and theoretically considers the concept of Chaekgeori, its formative characteristics, and Escher’s tessellation. After extracting iconsrelated to the themes, stylized iconographic motives were applied to geometric shapes to create repeating units. Then, Escher’s tessellation was applied to these repeats to develop twelve contemporarily reimagined textile patterns. To verify the usability of the developed textile pattern designs in products targeting the MZ generation, in-depth interviews were conducted with the MZ generation living in Jeju. The developed textile patterns were mapped onto the selected items to prove the applicability of the developed textile patterns to the items preferred by the MZ generation. The contribution of this study lies in the fact that it develops unique and contemporary textile pattern designs based on the formative characteristics and symbolic meaning of Chaekgeori icons and maps the designs of fashion items preferred by the MZ generation, thereby raising awareness of the value and excellence of Chaekgeori as a part of Korea’s traditional culture and shedding light on the possibility of using traditional cultural archetypes in contemporary contexts.

本研究的目的是提高MZ世代(千禧一代和Z世代)成员对韩国传统文化独特性和卓越性的认识,并探索在当代背景下利用传统文化原型的可能性。为此,本研究将埃舍尔的镶嵌技术应用于柴格里图案的形成特征和象征意义,发展并提出独特的当代纺织品图案设计。为了发展设计,本研究回顾了以往的文献,并从理论上考虑了Chaekgeori的概念,其形成特征,以及埃舍尔的镶嵌。在提取与主题相关的图像后,将程式化的图像动机应用于几何形状以创建重复单元。然后,埃舍尔的镶嵌应用于这些重复开发了12个当代重新想象的纺织品图案。为了验证开发的纺织品图案设计在针对MZ一代的产品中的可用性,对居住在济州的MZ一代进行了深度访谈。将已开发的纺织品图案映射到所选择的项目上,以证明已开发的纺织品图案对MZ世代所偏爱的项目的适用性。本研究的贡献在于,它基于柴格里标志的形成特征和象征意义,开发出独特的当代纺织品图案设计,并绘制出MZ一代喜欢的时装设计,从而提高人们对柴格里作为韩国传统文化一部分的价值和卓越性的认识,并揭示了在当代背景下使用传统文化原型的可能性。
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引用次数: 0
Improved heating method for shape-memory alloy using carbon nanotube and silver paste 改进了用碳纳米管和银浆加热形状记忆合金的方法
IF 2.4 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2023-04-25 DOI: 10.1186/s40691-023-00331-1
Sang Jin Kim, Sang Un Kim, Chi Cuong Vu, Joo Yong Kim

Shape memory alloys (SMAs) have a special ability to remember their initial shape and return from operating temperature. For this special ability, there are many studies in the field of smart wearables to replace rigid, heavy, and large electric actuators with SMAs that can be a fabrication. The usual operating method of the SMA is heating the SMA by direct Joule heating with electricity. Although direct Joule heating is fast and easy, there is overshooting, unstable, and high-power consumption. For these issues to use the SMA as textile actuators, this research suggested a heating method with silver paste required lower power consumption and coating the basic fabric with carbon nanotubes (CNTs) to support heating stability and heat uniformity. The heating method evaluated the efficiency of heat by comparing direct heating and silver layer heating and the uniformity of heat with the infrared images of whether CNTs coated or not. In this research, we reached higher temperatures with lower power than direct Joule heating using wearable heaters manufactured using silver paste. In addition, we confirmed that coating the basic fabric with carbon nanotubes reduce the temperature imbalance, and improved the heating stability. This research is expected that SMA will be used as a wearable actuator to help develop wearable devices that can move.

形状记忆合金(sma)具有特殊的记忆其初始形状和从工作温度返回的能力。对于这种特殊能力,智能可穿戴设备领域有许多研究,用可制造的sma取代刚性,重型和大型电动执行器。SMA的常用操作方法是用电直接焦耳加热对SMA进行加热。虽然直接焦耳加热快速,容易,但有过冲,不稳定,高功耗。针对这些问题,本研究提出了一种用银浆加热的方法,该方法需要更低的功耗,并在基础织物上涂上碳纳米管(CNTs),以支持加热稳定性和热均匀性。加热方法通过比较直接加热和银层加热以及加热均匀性和是否包覆CNTs的红外图像来评价热的效率。在这项研究中,我们使用银膏制造的可穿戴加热器,以更低的功率达到比直接焦耳加热更高的温度。此外,我们还证实了碳纳米管涂层减少了基本织物的温度不平衡,提高了加热稳定性。该研究预计,SMA将被用作可穿戴驱动器,以帮助开发可移动的可穿戴设备。
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引用次数: 0
Preparation and properties of cotton fabrics dyed by Aronia (Aronia melanocarpa) extract and chitosan 野樱草(Aronia melanocarpa)提取物与壳聚糖染色棉织物的制备及性能研究
IF 2.4 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2023-04-15 DOI: 10.1186/s40691-023-00334-y
Kyung Hwa Hong

Naturally occurring compounds can be utilized as coloring and finishing agents in environmentally friendly textile products. Aronia melanocarpa (Aronia) fruits (berries) are rich in bioactive compounds such as various form of polyphenolic compounds showing antibacterial and antioxidant, and thus numerous studies have been actively conducted on Aronia berry extract (AE) in recent years. However, most natural compounds including pigments exhibit inferior fixation and fastness when applied to cellulosic fibers. Therefore, in this study, coloring and functional compounds were extracted from Aronia berries and applied with or without chitosan to cotton fabrics to improve dyeability and functionality. The cotton fabrics were treated as follows: dyed with an AE single aqueous solution; dyed with an AE–chitosan mixture; and dyed with AE after being pretreated with a chitosan solution. Cotton fabrics dyed with AE and/or chitosan were investigated for their coloring properties and functionality, such as antibacterial properties and antioxidant capacity. It was proven that AE can be used to dye chitosan pretreated cotton fabrics, obtaining good color properties. Moreover, the cotton fabrics dyed with AE after chitosan pretreatment completely inhibited the growth of bacteria (> 99.9%) and exhibited antioxidant properties.

天然化合物可作为环保型纺织品的着色剂和整理剂。黑桫椤(Aronia melanocarpa, Aronia)果实(浆果)中含有丰富的生物活性物质,如多种形式的多酚类化合物,具有抗菌和抗氧化作用,因此近年来人们对其提取物进行了大量的研究。然而,当应用于纤维素纤维时,包括色素在内的大多数天然化合物表现出较差的固着性和牢度。因此,本研究从野樱莓中提取色素和功能化合物,并在棉织物上添加或不添加壳聚糖,以提高其可染性和功能性。对棉织物进行了如下处理:用AE单水溶液染色;用ae -壳聚糖混合物染色;壳聚糖溶液预处理后用AE染色。研究了AE和壳聚糖染色棉织物的染色性能和抗菌、抗氧化等功能。结果表明,AE可用于壳聚糖预处理棉织物的染色,获得良好的染色性能。壳聚糖预处理后的AE染色棉织物完全抑制了细菌的生长(> 99.9%),并具有抗氧化性能。
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引用次数: 1
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