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Development of Automatic Balancing Application forFashion Company Using Artificial Intelligence 利用人工智能为时装公司开发自动平衡应用程序
Pub Date : 2024-07-15 DOI: 10.14502/tekstilec.66.2024009
May Alrasheed, Mohamed Jmali, Thouraya Hamdi
Industrial companies aim to minimise production costs and improve product quality by analysing work organisation levels. Workshop scheduling and line balancing are essential in realising production plans, particularly in the fashion industry. Balancing systems must optimise precise criteria while sticking to constraints. Preserving balance needs precise parameters that align theoretical and practical production results. Manual methods overlook the balancing process, where managers rely on experience to prove balance and adjust parameters as needed. This article presents a creative automatic balancing application for fashion companies, leveraging artificial intelligence’s (AI) power. It focuses on utilising ant colony algorithms for optimal balancing. The results show the significance of these algorithms in attaining optimal balancing in production systems. The article highlights outstanding balancing results achieved through this approach, providing alignment with detailed criteria and constraints. The algorithm reliably distributes tasks among operators, improving overall productivity. Therefore, ant colony algorithms are perfect for manufacturers pursuing cost reduction, improved product quality and facilitated production processes. This article introduces an AI-based automatic balancing application for fashion companies. The ant colony algorithms achieve optimal balancing, improve inventory management and enhance productivity.
工业企业旨在通过分析工作组织水平,最大限度地降低生产成本,提高产品质量。车间调度和生产线平衡对实现生产计划至关重要,尤其是在时装业。平衡系统必须在遵守限制条件的同时优化精确的标准。保持平衡需要精确的参数,使理论和实际生产结果保持一致。手动方法忽略了平衡过程,管理人员依靠经验来证明平衡并根据需要调整参数。本文利用人工智能(AI)的力量,为时装公司介绍了一种创造性的自动平衡应用。其重点是利用蚁群算法实现最佳平衡。结果表明了这些算法在实现生产系统优化平衡方面的重要作用。文章重点介绍了通过这种方法取得的出色平衡结果,并提供了与详细标准和约束条件的一致性。该算法在操作员之间可靠地分配任务,提高了整体生产率。因此,蚁群算法是追求降低成本、提高产品质量和简化生产流程的制造商的理想选择。本文为时装公司介绍了一种基于人工智能的自动平衡应用。蚁群算法可实现最佳平衡、改善库存管理并提高生产率。
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引用次数: 0
Preparation of Nano-Sized Eucalyptus Leaves Extract and its Application on Cotton as Natural Dyes and Antibacterial Agents 纳米级桉树叶提取物的制备及其作为天然染料和抗菌剂在棉花上的应用
Pub Date : 2024-07-09 DOI: 10.14502/tekstilec.67.2024072
Ida Nuramdhani, Nurfadilah Ikhsani, Iceu Agustinisari
Nano-emulsions of Eucalyptus globulus leaves extract in 96% ethanol and 96% methanol were successfully prepared using the method of homogenization at various speeds of 13,000 rpm, 15,000 rpm and 17,000 rpm, with the addition of non-ionic surfactant to prevent agglomeration. A phytochemical analysis showed the presence of tannin, phenol and flavonoids. The size of the resulting nano-emulsions was measured using a particle size analyser (PSA) prior to the dyeing of cotton fabrics using the two-dips-two-nips method. Antibacterial tests were carried out on the extracts and dyed fabrics. The results showed that nano-sized particles (< 100 nm) were obtained from all extracts in both solvents used at all speeds. All dyed fabrics showed good levelness in a pale-brown colour with K/S values < 1 for all samples under spectrophotometric measurement. The colour fastness of the dyed fabrics to washing and rubbing were good to very good, with grey scale values ranging between 4/5–5. Antibacterial tests in Staphylococcus aureus bacterium showed that the eucalyptus leaves extract solution exhibited antibacterial ability, as evidenced by the formation of clear zones around the wells. Much better antibacterial activity was demonstrated by the dyed fabrics. Changing the particle size to nano increased the effectiveness of the antibacterial activity of the Eucalyptus globulus. Results showed that the nano-sized eucalyptus leaves extract demonstrated a more significant antibacterial activity than dyeability.
采用均质方法,以 13,000 rpm、15,000 rpm 和 17,000 rpm 的不同转速成功制备了球桉叶提取物在 96% 乙醇和 96% 甲醇中的纳米乳液,并添加了非离子表面活性剂以防止结块。植物化学分析显示,其中含有单宁、酚和黄酮类化合物。在采用两点两点法对棉织物进行染色之前,使用粒度分析仪(PSA)测量了所得纳米乳液的粒度。对提取物和染色织物进行了抗菌测试。结果表明,在所有速度下,所有提取物在所用的两种溶剂中都能获得纳米级颗粒(< 100 nm)。在分光光度测量下,所有染色织物都显示出良好的匀染性,呈淡褐色,所有样品的 K/S 值均小于 1。染色织物的耐洗色牢度和耐摩擦色牢度从良好到非常好,灰度值在 4/5-5 之间。对金黄色葡萄球菌进行的抗菌测试表明,桉叶提取物溶液具有抗菌能力,这表现在井周围形成了清晰的区域。染色织物的抗菌活性要好得多。将粒径改为纳米级后,球桉叶抗菌活性的有效性得到了提高。结果表明,纳米级桉叶提取物的抗菌活性比染色性更显著。
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引用次数: 0
Comparative Performance of Textured Yarn Drawn through Apron and Godet in Draw Texturing Machine 牵伸变形机中通过围裙和网眼牵伸变形纱线的性能比较
Pub Date : 2024-03-29 DOI: 10.14502/tekstilec.67.2024005
Subhankar Maity, Bibekananda Basu, Abhishek Mishra
Over the past 20 years, in filament draw texturing, very few developments and innovations have been introduced into production machineries. The growing demand for energy efficiency, faster production rates and greater production flexibility have prompted our investigation into non-traditional approaches to improve yarn control during the texturing. Instead of aprons, small individually driven godets are a solution for high-speed manufacturing, yarn control and energy saving. The drawing godets, where the yarn can be considered an elastic coupling element between two consecutive godets, pose a new challenge for consistency in velocity control. Though some machinery manufacturers have introduced the godet system, the yarn quality produced by the godet system is not systematically evaluated and compared vis-à-vis the apron system. The current study prepared textured yarns in both apron and godet systems while maintaining the same texturing parameters. Differences in the yarn’s bulk, modulus, breaking elongation, tenacity and boiling water shrinkage were assessed and compared. Woven and knitted fabrics were prepared from textured yarns, and a comparative analysis of fabric properties was performed with respect to their tearing strength, air permeability, drape and dyeability. Better quality of yarn and fabrics can be prepared in the godet system, which is energy saving, of higher speed and requires low maintenance technology in comparison to the apron system.
在过去的 20 年中,长丝牵伸加弹的生产设备几乎没有任何发展和创新。对能源效率、更快的生产速度和更大的生产灵活性的需求不断增长,促使我们对非传统方法进行研究,以改善加弹过程中的纱线控制。独立驱动的小型牵伸机构取代了挡纱板,成为高速生产、纱线控制和节能的解决方案。牵伸导纱器可将纱线视为两个连续导纱器之间的弹性耦合元件,这对速度控制的一致性提出了新的挑战。虽然一些机械制造商已经引入了干网系统,但干网系统生产的纱线质量并没有得到系统的评估,也没有与皮圈系统进行比较。目前的研究在保持相同纹理参数的情况下,同时使用围裙和干网系统制备纹理纱。评估和比较了纱线在松厚度、模量、断裂伸长率、韧性和沸水收缩率方面的差异。用膨体纱制备了机织和针织面料,并对面料的撕裂强度、透气性、悬垂性和染色性等特性进行了比较分析。与围裙系统相比,干网系统节能、速度快、维护技术要求低,可以制备出质量更好的纱线和织物。
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引用次数: 0
Določanje obstojnosti funkcionaliziranih tekstilij na osnovi kopolimerov akrilonitrila na toplotno in toplotno-oksidativno razgradnjo 测定功能化丙烯腈共聚物基纺织品的热降解和热氧化降解稳定性
Pub Date : 2024-03-29 DOI: 10.14502/tekstilec.67.2023078
Olga Haranina, Ievgeniia Romaniuk, Yana Red'ko, Anna Vardanian, Liudmyla Halavska, Nataliia Pervaia, Antonina Babich
Acrylonitrile is widely used to produce carbon fibres, household textiles, artificial fur, etc. The modification of polyacrylonitrile fibres in an alkaline medium is extended in the production of textile sorbents. The scientific direction of fibre modification through surface activation using hydrogen peroxide is of scientific interest. However, the thermal and thermophysical properties of the samples are not examined. Therefore, interest arises when analysing the effect of polyacrylonitrile textile material functionalization on the resistance of fibres to thermal oxidation and thermal degradation. The study of thermogravimetry and differential thermogravimetry thermooxide of polyacrylonitrile – modified fibres is carried out using thermogravimetric analysis to research the thermal oxidation and thermal degradation of modified polyacrylonitrile fibre samples. A change in the rate of thermal oxidative-degradation in the process of functionalization was identified in this research. A change in the loss of mass of the sample under different conditions of functionalization was also identified. The total glass transition of the polyacrylonitrile was achieved by heating the polymer to 130 °C. The intensification self-regulation of the structure of the polymeric material through the formation of the mesophase was released at the temperature of around 100 °C. During the heating of the initial polyacrylonitrile textile material to the temperature of 70‒80 °C, a weakening of intermolecular contacts was observed, which led to an increase in the mobility of macromolecular segments. The temperature of 78 °С was considered to be the initial glass transition temperature Tg,t1 and Tg,t2 – 121 °С as the final temperature for the original sample. However, if the temperature exceeded 130 °C, chemical changes in the polymer occurred, in particular, the process of cyclization. The analysis of the thermogravimetry data of thermally oxidized samples resulted in the retention of the complex stepwise nature of decomposition inherent in the initial fibrous material based on acrylonitrile copolymers. The conducted analysis showed the absence of significant changes in the reasonable conditions of chemical modification and practical operation of textile materials. The physical and mechanical properties of functionalized textile materials based on acrylonitrile copolymers were studied. As a result of surface functionalization, an insignificant strength reduction of functionalized textile materials occurred.
丙烯腈被广泛用于生产碳纤维、家用纺织品、人造毛皮等。在碱性介质中对聚丙烯腈纤维进行改性可扩展到纺织吸附剂的生产中。利用过氧化氢对纤维进行表面活化改性的科学方向具有科学意义。然而,样品的热性能和热物理性能并未得到研究。因此,在分析聚丙烯腈纺织材料功能化对纤维抗热氧化和热降解性能的影响时,人们产生了兴趣。本研究使用热重分析法对聚丙烯腈改性纤维进行热重分析和差热重分析,以研究改性聚丙烯腈纤维样品的热氧化和热降解情况。研究发现,在功能化过程中,热氧化降解速率发生了变化。此外,还发现了在不同的功能化条件下样品质量损失的变化。通过将聚合物加热至 130 °C,实现了聚丙烯腈的全玻璃化转变。在 100 ℃ 左右的温度下,通过介相的形成,聚合物材料结构的自我调节能力得到增强。在将初始聚丙烯腈纺织材料加热到 70-80 ℃ 的过程中,观察到分子间接触减弱,从而导致大分子段的流动性增加。78 °С 的温度被视为初始玻璃化转变温度 Tg,t1,而 Tg,t2 - 121 °С 被视为原始样品的最终温度。但是,如果温度超过 130 °C,聚合物就会发生化学变化,特别是环化过程。对热氧化样品的热重数据进行分析后发现,最初的丙烯腈共聚物纤维材料中固有的复杂分步分解性质得以保留。分析结果表明,纺织材料的化学改性和实际操作的合理条件没有发生重大变化。研究了基于丙烯腈共聚物的功能化纺织材料的物理和机械性能。由于表面功能化,功能化纺织材料的强度降低不明显。
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引用次数: 0
Raziskava motivov za nakupovanje hitre mode v Indiji kljub problemom s trajnostjo 探讨印度人不顾可持续发展问题购买快速时尚的动机
Pub Date : 2024-03-29 DOI: 10.14502/tekstilec.67.2023065
Sushil Kumar Bishnoi, Ramratan Guru
The purpose of this study was to identify motivational factors for consumers in making a purchase decision for a fast fashion product. The term fast fashion is used to refer to cheaper replicas of luxury fashion trends. Apart from impacting the environment adversely, fast fashion has several other issues as well. Fast fashion has many sustainability issues but its demand is growing at a tremendous pace. The motives for the preference for fast fashion were explored in this study. Both primary and secondary data were used to conduct this research. The primary data was collected for this study via questionnaire. All the factors are rated on the 7-point Likert scale. Furthermore, the laddering technique of interviewing was employed to investigate the underlying values. The study revealed that “creating self-identity” is the most influencing motive for consumers in making a purchase decision for a fast fashion product, while “showing dominance” is the least influencing motive for consumers in making a purchase decision for a fast fashion product. This study offers insight into the factors influencing buying decisions for a fast fashion product. This research can help address the issue of sustainability in the fashion industry. These findings can also be used to promote sustainable fashion.
本研究的目的是找出消费者做出购买快速时尚产品决定的动机因素。所谓 "快速时尚",是指奢侈时尚潮流的廉价复制品。除了对环境造成不利影响外,快时尚还存在其他一些问题。快时尚存在许多可持续发展问题,但其需求却在飞速增长。本研究探讨了人们偏好快时尚的动机。本研究使用了原始数据和二手数据。本研究通过问卷调查收集原始数据。所有因素均采用 7 点李克特量表评分。此外,还采用了阶梯式访谈技术来调查潜在的价值观。研究结果显示,"创造自我认同 "是最能影响消费者做出快速时尚产品购买决定的动机,而 "显示主导地位 "则是最不能影响消费者做出快速时尚产品购买决定的动机。这项研究有助于深入了解影响快时尚产品购买决策的因素。这项研究有助于解决时尚产业的可持续发展问题。这些发现还可用于推广可持续时尚。
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引用次数: 0
Viruses and Bacteria – Antiviral and Antibacterial Textile Materials: A Review 病毒和细菌 - 抗病毒和抗菌纺织材料:综述
Pub Date : 2024-03-29 DOI: 10.14502/tekstilec.67.2023072
Kimiasadat Hosseini Kalahroodi, Sheila Shahidi, B. Moazzenchi, R. Mongkholrattanasit
Protective textiles, such as antiviral and antimicrobial textiles, are essential for daily human health during pandemics. This paper focused on different studies of bacteria, the classification of viruses and features, different antibacterial and antiviral agents, and the manufacture of antibacterial and antiviral textiles and masks. This review primarily considered the representative specifications of ideal antiviral agents compatible with antimicrobial textile purposes.
抗病毒和抗菌纺织品等防护纺织品对于大流行病期间人类的日常健康至关重要。本文重点介绍了对细菌的不同研究、病毒的分类和特征、不同的抗菌剂和抗病毒剂,以及抗菌和抗病毒纺织品和口罩的制造。本综述主要考虑了与抗菌纺织品用途兼容的理想抗病毒剂的代表性规格。
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引用次数: 0
Zasnova novega sistema kondicioniranja cevčnice za krožne pletilnike 为针织大圆机设计新型管道调节系统
Pub Date : 2024-03-21 DOI: 10.14502/tekstilec.67.2023099
Filiz Yıldırımkaraman, Arzu Marmarali, Nida Oğlakcıoğlu, Nejat Erdoğan
Maintaining a certain humidity level of humidity in yarn packages and removing fibre fly from the environment is very important for production efficiency and product quality in textile mills. Humidity has a significant effect on the quality and efficiency of fabrics, especially those made from hydrophilic fibres. The high temperature and low humidity level in the factory environment results in lower yarn strength and higher yarn breakage. The solution is to provide optimum temperature and humidity levels through a central air conditioning system. However, conditioning the entire factory environment is an expensive approach and does not facilitate satisfactory production efficiency. In this study, a new creel system for circular knitting machines was designed to provide excellent yarn package conditioning. More efficient production and economical conditioning were achieved with this new creel system.
在纱包中保持一定的湿度,并清除环境中的纤维飞絮,对纺织厂的生产效率和产品质量非常重要。湿度对织物,尤其是亲水性纤维织物的质量和效率有很大影响。工厂环境中的高温和低湿度会导致纱线强度降低和断纱率上升。解决办法是通过中央空调系统提供最佳温度和湿度。然而,对整个工厂环境进行调节是一种昂贵的方法,而且无法提高令人满意的生产效率。在这项研究中,为圆机针织机设计了一种新的纱架系统,以提供出色的纱包调节。这种新的纱架系统实现了更高效的生产和更经济的调节。
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引用次数: 0
Raziskave o trajnostni proizvodnji tekstila: brezvodno barvanje poliestrskih in recikliranih poliestrskih tkanin 可持续纺织品生产研究:涤纶和再生涤纶织物的无水染色
Pub Date : 2024-03-13 DOI: 10.14502/tekstilec.67.2023079
Semiha Eren, Aliye AKARSU ÖZENÇ, Nejla Çeven
Due to water limitations and the growing global demand for raw materials, manufacturers and consumers are seeking more environmentally friendly alternatives. Polyester, a non-biodegradable fibre derived from petroleum, can be replaced with recycled polyester (r-PET), a sustainable alternative that reduces environmental impacts through the reuse of materials. The textile finishing industry, known for its high water and energy consumption, is calling for the development of low-water-consumption technologies. One innovative approach involves waterless dyeing procedures using a supercritical carbon dioxide (scCO2) medium that is particularly suitable for dyeing synthetic fibres. To assess its effectiveness, a study compared traditional water dyeing with scCO2 medium dyeing on woven fabrics made from both polyester (PET) and recycled polyester (r-PET) fibres with varying weights. After conducting tests on the dyed fabrics, the data revealed that r-PET fabrics dyed using a supercritical carbon dioxide (scCO2) medium appeared darker than fabrics dyed using traditional water dyeing techniques. Moreover, r-PET fabrics demonstrated better colour fastness. Notably, the K/Ssum values (measurement of colour intensity) of r-PET fabrics were at least as good as those of PET-based fabrics in all cases of dyeing, while the fastness values were similar for both PET and r-PET fabrics.
由于水资源的限制和全球对原材料日益增长的需求,制造商和消费者都在寻求更环保的替代品。聚酯是一种从石油中提炼出来的不可生物降解的纤维,可以用再生聚酯(r-PET)替代,这是一种可持续的替代品,通过材料的再利用减少对环境的影响。纺织品后整理行业以耗水和耗能高而著称,因此呼吁开发低耗水技术。其中一种创新方法是使用超临界二氧化碳(scCO2)介质进行无水染色,这种介质特别适用于合成纤维染色。为了评估其有效性,一项研究比较了传统的水染色和 scCO2 介质染色,染色对象是由不同重量的聚酯(PET)和回收聚酯(r-PET)纤维制成的机织物。对染色织物进行测试后,数据显示使用超临界二氧化碳(scCO2)介质染色的 r-PET 织物比使用传统水染色技术染色的织物颜色更深。此外,r-PET 织物的色牢度更好。值得注意的是,在所有染色情况下,r-PET 织物的 K/Ssum 值(颜色强度测量值)至少与 PET 织物相同,而 PET 和 r-PET 织物的牢度值相似。
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引用次数: 0
Fast Fashion Brands: Sustainable Marketing Practices and Consumer Purchase Behaviour 快速时尚品牌:可持续营销实践与消费者购买行为
Pub Date : 2024-02-07 DOI: 10.14502/tekstilec.67.2023084
Neha, Pradeep Joshi, Nishant Kumar
The fast fashion boom is faced with economic, environmental and social justice objections. Sustainable mar­keting initiatives have become a new style statement, and brands are shifting to environment-friendly manufacturing. This study explores how fashion apparel brands adopt sustainable marketing practices to promote sustainable purchase behaviour. A cross-sectional survey using a quantitative research design was followed to collect responses from fashion brand consumers. Variance-based partial least squares-structural equation modelling (PLS-SEM) was used to assess the hypothesized model. Two-step bootstrapping was conducted to explore the mediating role of brand perception in the relationship between sustainable marketing activity and brand loyalty. The study suggests that firms can support sustainable marketing practices by creating a brand image and building trust. This can influence consumers' perceptions of sustainability and promote brand loyalty. The study also emphasizes the significance of brand loyalty in developing sustainable purchase behaviour that endures over time. The study provides insights into sustainable marketing strategies and pol­icies in indigenous markets.
快速时尚的蓬勃发展面临着经济、环境和社会公正方面的异议。可持续营销举措已成为一种新的风格宣言,品牌正在转向环保型生产。本研究探讨了时尚服饰品牌如何采用可持续营销实践来促进可持续购买行为。研究采用定量研究设计的横截面调查,收集时尚品牌消费者的反馈。研究采用基于方差的偏最小二乘法结构方程模型(PLS-SEM)来评估假设模型。研究采用两步引导法探讨了品牌认知在可持续营销活动与品牌忠诚度之间的中介作用。研究表明,企业可以通过创建品牌形象和建立信任来支持可持续营销实践。这可以影响消费者对可持续发展的认知,并提高品牌忠诚度。研究还强调了品牌忠诚度对于培养长期持续的可持续购买行为的重要意义。这项研究为本土市场的可持续营销战略和政策提供了启示。
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引用次数: 0
Fast Fashion Brands: Sustainable Marketing Practices and Consumer Purchase Behaviour 快速时尚品牌:可持续营销实践与消费者购买行为
Pub Date : 2024-02-07 DOI: 10.14502/tekstilec.67.2023084
Neha, Pradeep Joshi, Nishant Kumar
The fast fashion boom is faced with economic, environmental and social justice objections. Sustainable mar­keting initiatives have become a new style statement, and brands are shifting to environment-friendly manufacturing. This study explores how fashion apparel brands adopt sustainable marketing practices to promote sustainable purchase behaviour. A cross-sectional survey using a quantitative research design was followed to collect responses from fashion brand consumers. Variance-based partial least squares-structural equation modelling (PLS-SEM) was used to assess the hypothesized model. Two-step bootstrapping was conducted to explore the mediating role of brand perception in the relationship between sustainable marketing activity and brand loyalty. The study suggests that firms can support sustainable marketing practices by creating a brand image and building trust. This can influence consumers' perceptions of sustainability and promote brand loyalty. The study also emphasizes the significance of brand loyalty in developing sustainable purchase behaviour that endures over time. The study provides insights into sustainable marketing strategies and pol­icies in indigenous markets.
快速时尚的蓬勃发展面临着经济、环境和社会公正方面的异议。可持续营销举措已成为一种新的风格宣言,品牌正在转向环保型生产。本研究探讨了时尚服饰品牌如何采用可持续营销实践来促进可持续购买行为。研究采用定量研究设计的横截面调查,收集时尚品牌消费者的反馈。研究采用基于方差的偏最小二乘法结构方程模型(PLS-SEM)来评估假设模型。研究采用两步引导法探讨了品牌认知在可持续营销活动与品牌忠诚度之间的中介作用。研究表明,企业可以通过创建品牌形象和建立信任来支持可持续营销实践。这可以影响消费者对可持续发展的认知,并提高品牌忠诚度。研究还强调了品牌忠诚度对于培养长期持续的可持续购买行为的重要意义。这项研究为本土市场的可持续营销战略和政策提供了启示。
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引用次数: 0
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