Coloration Technology最新文献

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Natural dyeing of air plasma-treated wool fabric with Rubia tinctorum L. and prediction of dyeing properties using an artificial neural network 空气等离子体处理羊毛织物的自然染色。并利用人工神经网络预测染色性能
IF 1.8 4区 工程技术
Coloration Technology Pub Date : 2023-05-18 DOI: 10.1111/cote.12700
Can Eyupoglu, Seyda Eyupoglu, Nigar Merdan, Zeynep Omerogullari Basyigit
{"title":"Natural dyeing of air plasma-treated wool fabric with Rubia tinctorum L. and prediction of dyeing properties using an artificial neural network","authors":"Can Eyupoglu,&nbsp;Seyda Eyupoglu,&nbsp;Nigar Merdan,&nbsp;Zeynep Omerogullari Basyigit","doi":"10.1111/cote.12700","DOIUrl":"10.1111/cote.12700","url":null,"abstract":"<p>In this study, the ecological dyeing process of wool fabrics was investigated. Wool fabric samples were treated with atmospheric pressure plasma-jet and corona discharge plasma to modify the surface to make the process sustainable and greener. The samples were dyed with the aqueous extract procured from the powdered roots of <i>Rubia tinctorum</i> L. (madder) using the ultrasonic-assisted method. Scanning electron microscopy and Fourier Transform–infrared analysis were performed to investigate the effect of plasma treatment on the physical and chemical properties of wool fibres. The effects of plasma treatment type, plasma treatment parameters and the duration of dyeing on colorimetric and fastness properties were investigated. The etching of the wool fibre surface and roughness after plasma treatment were proven with scanning electron microscopy images. The Fourier Transform–infrared spectra showed that no significant differences in the functional groups of wool fibre occurred after plasma treatment. The experimental results proved that plasma treatment parameters and dyeing time had an effect on the colorimetric and fastness properties of the samples. Furthermore, an artificial neural network model was proposed for estimating the dyeing properties of wool fabrics, namely, <i>L</i>, <i>a</i>, <i>b</i>, <i>K/S</i>, colour change, rubbing fastness (dry) and rubbing fastness (wet). The experimental results show that the proposed model achieves regression values greater than 0.97 for all dyeing properties. The proposed model is successful and can be efficiently used for estimating the dyeing characteristics of wool fabrics.</p>","PeriodicalId":10502,"journal":{"name":"Coloration Technology","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/cote.12700","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44977584","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dyeing of polyamide fabrics with a reverse micellar system using soybean oil as a solvent 以大豆油为溶剂的反胶束体系对锦纶织物的染色
IF 1.8 4区 工程技术
Coloration Technology Pub Date : 2023-05-18 DOI: 10.1111/cote.12702
Letícia Fantinati Guimarães, Miguel Angelo Granato
{"title":"Dyeing of polyamide fabrics with a reverse micellar system using soybean oil as a solvent","authors":"Letícia Fantinati Guimarães,&nbsp;Miguel Angelo Granato","doi":"10.1111/cote.12702","DOIUrl":"10.1111/cote.12702","url":null,"abstract":"<p>The current study reports the results of non-aqueous dyeing on polyamide fabrics based on a reverse micellar system composed of a stable emulsion of soybean oil, a co-surfactant, a nonionic surfactant and acid dyes. The system does not make use of water or electrolytes and significantly reduces the dyebath volume. The influence of the hydrophilic lipophilic balance of the surfactants was evaluated, and it was found that the more hydrophilic the surfactant, the better the interaction of the reverse micellar emulsion with the substrate and, consequently, the greater the resulting colour strength. The co-surfactant plays an important role in the system, as its proportion to the surfactant/oil mixture is directly related to better exhaustion of the dyebath. The results were compared with those from a conventional water-based dyeing system. Colour matching was performed using the CIELab colour difference formula (Δ<i>E</i>) measured by a reflectance spectrophotometer.</p>","PeriodicalId":10502,"journal":{"name":"Coloration Technology","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44166062","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
Dyeing properties of polylactic acid fabric with disperse dyes of different structures using decamethylcyclopentasiloxane as non-aqueous media D5非水介质对不同结构分散染料对聚乳酸的染色性能
IF 1.8 4区 工程技术
Coloration Technology Pub Date : 2023-05-09 DOI: 10.1111/cote.12693
Yinchun Fang, Jianguo Wu, Guojie Ma, Qufu Wei
{"title":"Dyeing properties of polylactic acid fabric with disperse dyes of different structures using decamethylcyclopentasiloxane as non-aqueous media","authors":"Yinchun Fang,&nbsp;Jianguo Wu,&nbsp;Guojie Ma,&nbsp;Qufu Wei","doi":"10.1111/cote.12693","DOIUrl":"10.1111/cote.12693","url":null,"abstract":"<p>Polylactic acid (PLA) fibre, as a renewable and biodegradable synthetic polymer, is attracting increasing attention in the field of textiles. However, there are still some problems associated with PLA fibre dyeing, with a traditional water bath using disperse dyes restricting its industrialisation. Waterless dyeing, as a green and environmentally friendly dyeing method for PLA fibre, is expected to replace the traditional water bath dyeing method. However, the disperse dyes suitable for PLA fibre are different from those that are suitable for traditional poly(ethylene terephthalate) fibre. In the current study, the waterless dyeability of PLA fibre using disperse dyes with different chemical structures, and decamethylcyclopentasiloxane (D5) as the media, was investigated. First, the optimal dyeing process conditions of dye concentration, dyeing temperature, dyeing time and liquor ratio for PLA waterless dyeing were determined. The results indicated that the most suitable dyeing process conditions were: a dye concentration of 5%, dyeing temperature and time of 120°C and 40 minutes, respectively, and a liquor ratio of 1:10. Next, PLA was dyed with 10 disperse dyes with different structures using the determined optimum dyeing process conditions to compare their dyeing properties. The results showed that there were obvious differences in the <i>K/S</i> values for PLA dyed with dyes of different structures. The <i>K/S</i> values for PLA dyed with monoazo structure dyes were significantly higher than those for anthraquinones and heterocyclic structure dyes. Disperse dyes with a monoazo structure are suitable for PLA waterless dyeing. This study provides a research basis to develop suitable dyes for waterless dyeing PLA using D5 as the media.</p>","PeriodicalId":10502,"journal":{"name":"Coloration Technology","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2023-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43760072","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 study of spectral reflectance reconstruction using the weighted fitting algorithm based on the Sino Colour Book 基于中国彩色图书的光谱反射率加权拟合算法研究
IF 1.8 4区 工程技术
Coloration Technology Pub Date : 2023-04-09 DOI: 10.1111/cote.12691
Yuexin Liu, Juan Li, Xin Wang, Xuetong Li, Yang Song, Rong Li
{"title":"A study of spectral reflectance reconstruction using the weighted fitting algorithm based on the Sino Colour Book","authors":"Yuexin Liu,&nbsp;Juan Li,&nbsp;Xin Wang,&nbsp;Xuetong Li,&nbsp;Yang Song,&nbsp;Rong Li","doi":"10.1111/cote.12691","DOIUrl":"10.1111/cote.12691","url":null,"abstract":"<p>The spectral reflectance of a colour is its most essential characteristic, and it does not change with changes of equipment or light source. Therefore, the reconstruction of spectral reflectance from parameters such as colour tristimulus value and RGB has attracted the attention of researchers. To avoid the occurrence of metamerism in the colour reproduction process and to achieve the purpose of colour spectral reproduction, the spectral reflectance and the optimal parameters of the reconstruction using the weighted fitting method were discussed experimentally with the colour data measured from the Sino Colour Book as the research object. The results show that the best results are obtained when the weighted fitting parameters are weighted by the third power and eight colour samples are involved in the fitting. The reconstructed spectral reflectance obtained by the weighted fitting method has little variation and high overlap with the actual spectral reflectance obtained at each hue and lightness, thus meets the requirements of practical applications.</p>","PeriodicalId":10502,"journal":{"name":"Coloration Technology","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2023-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45430104","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
Synthesis and application of nonionic Gemini surfactants based on grape seed oil 葡萄籽油基Gemini非离子表面活性剂的合成及应用
IF 1.8 4区 工程技术
Coloration Technology Pub Date : 2023-04-07 DOI: 10.1111/cote.12689
Kangwei Si, Zhiwei Xu, Xiangdong Zhou
{"title":"Synthesis and application of nonionic Gemini surfactants based on grape seed oil","authors":"Kangwei Si,&nbsp;Zhiwei Xu,&nbsp;Xiangdong Zhou","doi":"10.1111/cote.12689","DOIUrl":"10.1111/cote.12689","url":null,"abstract":"<p>A series of vegetable oil-based nonionic Gemini surfactant (GPNGS) was prepared using grape seed oil and polyethylene glycol monomethyl ether (350, 550, 750) as the primary raw materials. The chemical structures of different types of GPNGS were characterised by Fourier Transform–infrared spectroscopy, elemental analysis, proton nuclear magnetic resonance and carbon-13 nuclear magnetic resonance. The critical micelle concentration (CMC) of GPNGS with different polyoxyethylene chain lengths was measured using the Wilhelmy ring method (CMC: <i>ca</i>. 1.4 × 10<sup>−4</sup> to 5 × 10<sup>−4</sup> mol/L). The results of wettability testing showed that the contact angle of GPNGS on polyamide film was <i>ca</i>. 46-49°. In addition, the interaction of surfactants with acid dyes was also investigated. The ultraviolet spectrum showed a balance between dyes, surfactants and the dye/surfactant complex. Next, the GPNGS was used as a nylon 66 acid dye levelling agent. After adding 0.2 mmol/L of surfactants, the standard deviations (S(λ)) of nylon 66 dyeing decreased from 0.084 to <i>ca</i>. 0.036-0.044, exhibiting a good levelling effect.</p>","PeriodicalId":10502,"journal":{"name":"Coloration Technology","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2023-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48123091","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
Supercritical carbon dioxide (SC-CO2) dyeing of cellulose acetate: An opportunity for a “greener” circular textile economy 醋酸纤维素的超临界二氧化碳染色:实现“绿色”循环纺织经济的机遇
IF 1.8 4区 工程技术
Coloration Technology Pub Date : 2023-04-06 DOI: 10.1111/cote.12690
Peter J. Broadbent, Chris M. Carr, David M. Lewis, Muriel L. Rigout, Ernst J. Siewers, Narjes Shojai Kaveh
{"title":"Supercritical carbon dioxide (SC-CO2) dyeing of cellulose acetate: An opportunity for a “greener” circular textile economy","authors":"Peter J. Broadbent,&nbsp;Chris M. Carr,&nbsp;David M. Lewis,&nbsp;Muriel L. Rigout,&nbsp;Ernst J. Siewers,&nbsp;Narjes Shojai Kaveh","doi":"10.1111/cote.12690","DOIUrl":"10.1111/cote.12690","url":null,"abstract":"<p>This article compares the dyeing of cellulose diacetate (cellulose-based) and polyester fabrics using supercritical carbon dioxide (SC-CO<sub>2</sub>) and aqueous media. The benefits of dyeing in SC-CO<sub>2</sub> were clearly demonstrated in laboratory-based and pilot-scale studies in terms of increased colour strength, uniformity, fastness and the absence of auxiliaries such as dispersing agents or surfactants. In addition, the “super-levelling” nature of the SC-CO<sub>2</sub> medium was demonstrated in the reprocessing of polyester “waste textile” and the re-use of the “locked-in waste” colourant. The SC-CO<sub>2</sub> processing medium can be utilised to accurately colour “multiple life” polyester and cellulose acetate uniformly and to creatively tie-dye polyester and cellulose acetate fabrics. Through SC-CO<sub>2</sub> fluid technology, we can envisage a viable waterless circular manufacturing and recycling/remanufacturing framework for the predominantly polyester global fibre market coupled to the sustainably sourced, biodegradable cellulose diacetate as a replacement for cotton. The key technical and commercial advantages being the use of a single solvent dye class for both polyester and the cellulose diacetate, saving on energy costs, integrated simpler processing, reduced water usage and associated efficient recycling. Further, repositioning the cellulosic fibre industry towards using sustainable forests is attractive in terms of improved land, water and environmental management.</p>","PeriodicalId":10502,"journal":{"name":"Coloration Technology","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2023-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/cote.12690","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47976193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The roles of polymer relaxation phenomena, aqueous dye solubility and the physical properties of water in the mechanism of adsorption of a disperse dye on poly(ethylene terephthalate) fibres: Part 5 analysis of polymer relaxation phenomena for different polymers 聚合物弛豫现象、染料水溶性和水的物理性质在分散染料在聚对苯二甲酸乙二醇酯纤维上吸附机理中的作用:第5部分不同聚合物的聚合物弛豫效应分析
IF 1.8 4区 工程技术
Coloration Technology Pub Date : 2023-03-25 DOI: 10.1111/cote.12688
S. Burkinshaw, K. Liu
{"title":"The roles of polymer relaxation phenomena, aqueous dye solubility and the physical properties of water in the mechanism of adsorption of a disperse dye on poly(ethylene terephthalate) fibres: Part 5 analysis of polymer relaxation phenomena for different polymers","authors":"S. Burkinshaw, K. Liu","doi":"10.1111/cote.12688","DOIUrl":"https://doi.org/10.1111/cote.12688","url":null,"abstract":"","PeriodicalId":10502,"journal":{"name":"Coloration Technology","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2023-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44037343","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
ICONTEX and ICONWOOLF 2022 Special Issue ICONTEX和ICONWOOLF 2022特刊
IF 1.8 4区 工程技术
Coloration Technology Pub Date : 2023-03-16 DOI: 10.1111/cote.12686
Rıza Atav
{"title":"ICONTEX and ICONWOOLF 2022 Special Issue","authors":"Rıza Atav","doi":"10.1111/cote.12686","DOIUrl":"10.1111/cote.12686","url":null,"abstract":"","PeriodicalId":10502,"journal":{"name":"Coloration Technology","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2023-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45887246","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 novel near-infrared fluorescent and colorimetric probe for selective detection of Ag+ and Hg2+ 一种新型近红外荧光比色探针,用于选择性检测Ag +和Hg 2+
IF 1.8 4区 工程技术
Coloration Technology Pub Date : 2023-03-15 DOI: 10.1111/cote.12687
Yuquan Min, Xin Han, Youguo Qi, Lin Jiang, Yanxi Song, Yilin Ma, Jian Zhang, Hongqi Li
{"title":"A novel near-infrared fluorescent and colorimetric probe for selective detection of Ag+ and Hg2+","authors":"Yuquan Min,&nbsp;Xin Han,&nbsp;Youguo Qi,&nbsp;Lin Jiang,&nbsp;Yanxi Song,&nbsp;Yilin Ma,&nbsp;Jian Zhang,&nbsp;Hongqi Li","doi":"10.1111/cote.12687","DOIUrl":"10.1111/cote.12687","url":null,"abstract":"<p>It is particularly important to develop effective and specific detection methods for harmful metal ions such as the silver ion (Ag<sup>+</sup>) and mercury ion (Hg<sup>2+</sup>). In this article, a new near-infrared (NIR) fluorescent probe (N-FP) based on intramolecular charge transfer (ICT) effect was designed and synthesised, which exhibited the characteristics of large Stokes shift (163 nm) and excellent stability. Addition of Ag<sup>+</sup> or Hg<sup>2+</sup> to the N-FP solution in ethanol/water (9:1, v/v) caused remarkable enhancement of fluorescence emission at 661 nm, bathochromic shift of ultraviolet-visible absorption wavelength, and colour change from orange to red or purple. While adding other metal ions including Li<sup>+</sup>, Na<sup>+</sup>, K<sup>+</sup>, Ag<sup>+</sup>, Cu<sup>2+</sup>, Fe<sup>2+</sup>, Zn<sup>2+</sup>, Co<sup>2+</sup>, Ni<sup><b>2</b>+</sup>, Mn<sup>2+</sup>, Sr<sup>2+</sup>, Ca<sup>2+</sup>, Mg<sup>2+</sup>, Al<sup>3+</sup>, Cr<sup>3+</sup> and Fe<sup>3+</sup> did not bring about substantial spectral and colour change. The detection limit of the N-FP for Ag<sup>+</sup> and Hg<sup>2+</sup> was calculated to be 1.1 and 0.72 μM, respectively. The N-FP could be used to recognise Ag<sup>+</sup> and Hg<sup>2+</sup> in a wide pH range of 1–10. The sensing mechanism was proposed and demonstrated by proton nuclear magnetic resonance (<sup>1</sup>H-NMR), high-performance liquid chromatography (HPLC) and mass spectrometry (MS) measurements</p>","PeriodicalId":10502,"journal":{"name":"Coloration Technology","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2023-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46119799","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
Synthesis and deposition of bismuth oxychloride with a rose-type flower shape and photoelectroactivity evaluation in the methyl orange discoloration reaction 玫瑰型花型氯化氧铋的合成与沉积及其甲基橙变色反应的光电活性评价
IF 1.8 4区 工程技术
Coloration Technology Pub Date : 2023-02-26 DOI: 10.1111/cote.12685
Marcelo Rodrigues da Silva Pelissari, Luan Pereira Camargo, Fenelon Martinho Lima Pontes, Luiz Henrique Dall'Antonia
{"title":"Synthesis and deposition of bismuth oxychloride with a rose-type flower shape and photoelectroactivity evaluation in the methyl orange discoloration reaction","authors":"Marcelo Rodrigues da Silva Pelissari,&nbsp;Luan Pereira Camargo,&nbsp;Fenelon Martinho Lima Pontes,&nbsp;Luiz Henrique Dall'Antonia","doi":"10.1111/cote.12685","DOIUrl":"10.1111/cote.12685","url":null,"abstract":"<p>In this work, bismuth oxychloride with a rose-type flower shape was successfully synthesised using the easy and low-cost successive ionic layer adsorption and reaction process. The tetragonal crystalline structure with a flower-like shape and thickness of 150-nm nanosheets was used as electrode material in an exciting approach for the photoelectrochemical discoloration reaction of methyl orange. The structure, morphology and optical properties of the obtained bismuth oxychloride sample were evaluated through X-ray diffraction, Raman spectroscopy, the Brunauer–Emmett–Teller method, diffuse reflectance ultraviolet–visible spectroscopy and scanning electron microscopy. Through photoelectrochemical characterisation measurements (linear sweep voltammetry, chronoamperometry and electrochemical impedance spectroscopy techniques), the bismuth oxychloride electrode showed remarkable electroactivity under ultraviolet light irradiation. The methyl orange discoloration reaction, performed under ultraviolet light incidence and potential application of −0.5 V (vs silver/silver chloride) for 60 minutes, produced a higher degradation percentage (<i>ca</i>. 82%) and <i>k</i><sub>obs</sub> of 29 × 10<sup>−3</sup> min<sup>−1</sup>.</p>","PeriodicalId":10502,"journal":{"name":"Coloration Technology","volume":null,"pages":null},"PeriodicalIF":1.8,"publicationDate":"2023-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49150410","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
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