Tenside Surfactants Detergents最新文献

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Effect of Janus nanoparticles on foam snap off in porous media Janus 纳米粒子对多孔介质中泡沫脱落的影响
IF 1 4区 工程技术
Tenside Surfactants Detergents Pub Date : 2024-05-07 DOI: 10.1515/tsd-2023-2573
Yang Wang, Ping Liu, Yangwen Zhu, Guanli Xu, Zijing Cui, Ruotong Du
{"title":"Effect of Janus nanoparticles on foam snap off in porous media","authors":"Yang Wang, Ping Liu, Yangwen Zhu, Guanli Xu, Zijing Cui, Ruotong Du","doi":"10.1515/tsd-2023-2573","DOIUrl":"https://doi.org/10.1515/tsd-2023-2573","url":null,"abstract":"Nanoparticles can be adsorbed at the gas-liquid interface to improve the stability of foam. However, homogeneous nanoparticles exhibit low surface activity, and their migration to the gas-liquid interface requires significant energy input. This leads to harsh foaming conditions and severely limits the application of homogeneous nanoparticles in foam stability. A microfluidic visualisation model for the study of Janus nanoparticle complex systems was used to investigate the formation behaviour of trapped bubbles in a single connected pore-throat model. The foam generated in the pore showed reduced quantities, sizes, improved quality, and enhanced stability compared to both surfactant systems and hydrophilic nanoparticle complex systems.","PeriodicalId":22258,"journal":{"name":"Tenside Surfactants Detergents","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2024-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140938262","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 mini review on the applications of artificial intelligence (AI) in surface chemistry and catalysis 人工智能(AI)在表面化学和催化中的应用小结
IF 1 4区 工程技术
Tenside Surfactants Detergents Pub Date : 2024-04-29 DOI: 10.1515/tsd-2024-2580
Faisal Al-Akayleh, Ahmed S. A. Ali Agha, Rami A. Abdel Rahem, Mayyas Al-Remawi
{"title":"A mini review on the applications of artificial intelligence (AI) in surface chemistry and catalysis","authors":"Faisal Al-Akayleh, Ahmed S. A. Ali Agha, Rami A. Abdel Rahem, Mayyas Al-Remawi","doi":"10.1515/tsd-2024-2580","DOIUrl":"https://doi.org/10.1515/tsd-2024-2580","url":null,"abstract":"This review critically analyzes the incorporation of artificial intelligence (AI) in surface chemistry and catalysis to emphasize the revolutionary impact of AI techniques in this field. The current review examines various studies that using AI techniques, including machine learning (ML), deep learning (DL), and neural networks (NNs), in surface chemistry and catalysis. It reviews the literature on the application of AI models in predicting adsorption behaviours, analyzing spectroscopic data, and improving catalyst screening processes. It combines both theoretical and empirical studies to provide a comprehensive synthesis of the findings. It demonstrates that AI applications have made remarkable progress in predicting the properties of nanostructured catalysts, discovering new materials for energy conversion, and developing efficient bimetallic catalysts for CO<jats:sub>2</jats:sub> reduction. AI-based analyses, particularly using advanced NNs, have provided significant insights into the mechanisms and dynamics of catalytic reactions. It will be shown that AI plays a crucial role in surface chemistry and catalysis by significantly accelerating discovery and enhancing process optimization, resulting in enhanced efficiency and selectivity. This mini-review highlights the challenges of data quality, model interpretability, scalability, and ethical, and environmental concerns in AI-driven research. It highlights the importance of continued methodological advancements and responsible implementation of artificial intelligence in catalysis research.","PeriodicalId":22258,"journal":{"name":"Tenside Surfactants Detergents","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2024-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140842038","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
Study on modified graphene oxide-based emulsion cleaner for oily sludge 基于改性氧化石墨烯的含油污泥乳液清洁剂研究
IF 1 4区 工程技术
Tenside Surfactants Detergents Pub Date : 2024-04-24 DOI: 10.1515/tsd-2023-2566
Shuang Zheng, Xin Li, Yang Chen, Rongjiao Zhu, Xia Feng
{"title":"Study on modified graphene oxide-based emulsion cleaner for oily sludge","authors":"Shuang Zheng, Xin Li, Yang Chen, Rongjiao Zhu, Xia Feng","doi":"10.1515/tsd-2023-2566","DOIUrl":"https://doi.org/10.1515/tsd-2023-2566","url":null,"abstract":"\u0000 Oily sludge is a complex system that is inevitably generated during the process of oil extracting and processing. It will cause serious environmental pollution and waste of resources if untreated sludge is discharged. In this paper, a composite emulsion cleaner based on modified graphite oxide and surfactants was developed for cleaning oily sludge. First, graphite oxide (GO) was functionally modified with butylamine, and its structures were verified by Fourier transform infrared spectroscopy (FTIR), X-ray electron spectroscopy (XPS), thermogravimetric analysis (TGA), and environmental scanning electron microscopy (SEM). Then, the oil-in-water composite emulsion cleaner was prepared by using butylamine modified graphite oxide and surfactants. The conditions for emulsion preparation and oil sludge cleaning were modelled and optimized by the response surface methodology. The obtained optimal formulations were: surfactant content was 2.17 ‰ with SDS/AEO-3 ratio of 9:1, GO-A4 content was 0.96 ‰, water-oil ratio was 5:5, and the oil removal rate was 97.45 %. The optimal cleaning conditions were: liquid-solid ratio of 3.2:1, cleaning time of 32 min, cleaning temperature of 28.7 °C, and oil removal rate of 99.02 %. The solid sediments were characterized by FTIR and SEM, which proved the feasibility of cleaning oily sludge with the emulsion.","PeriodicalId":22258,"journal":{"name":"Tenside Surfactants Detergents","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2024-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140665531","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
Adsorption of single and mixed surfactants consisting of cocoamidopropyl betaine (CAPB) and sodium dodecyl benzene sulfonate (SDBS) onto zinc surface 由椰油酰胺丙基甜菜碱(CAPB)和十二烷基苯磺酸钠(SDBS)组成的单一表面活性剂和混合表面活性剂在锌表面的吸附情况
IF 1 4区 工程技术
Tenside Surfactants Detergents Pub Date : 2024-04-18 DOI: 10.1515/tsd-2024-2584
Rami A. Abdel-Rahem, Muayad Esaifan, Abdelmnim Altwaiq, Neela Gayathri Ganesan, Mayyas Al-Remawi
{"title":"Adsorption of single and mixed surfactants consisting of cocoamidopropyl betaine (CAPB) and sodium dodecyl benzene sulfonate (SDBS) onto zinc surface","authors":"Rami A. Abdel-Rahem, Muayad Esaifan, Abdelmnim Altwaiq, Neela Gayathri Ganesan, Mayyas Al-Remawi","doi":"10.1515/tsd-2024-2584","DOIUrl":"https://doi.org/10.1515/tsd-2024-2584","url":null,"abstract":"Aqueous solutions of surfactants exhibit remarkable differences in their adsorption properties on metal surfaces. This study evaluates the adsorption of surfactant mixtures on zinc metal surfaces. The adsorption of single surfactants cocamidopropyl betaine (CAPB) and sodium dodecyl benzenesulfonate (SDBS) and their mixtures from aqueous solution at mole fractions of 0.00, 0.25, 0.50, 0.75 and 1.00 on zinc powder at 25 °C was studied. The surface tension of the single and CAPB/SDBS surfactant mixtures was measured in the presence and absence of 2 % zinc powder to determine the adsorption isotherms. The depletion method was employed to carry out the adsorption investigation. The amount of the surfactant adsorbed was also calculated from the shaded area between the surface tension versus concentration curves of these surfactants in the presence and absence of 2 % zinc powder. The highest adsorbed amounts were found to increase with the SDBS content. Furthermore, scanning electron microscope (SEM) images of zinc sheets in solutions containing single or mixed CAPB/SDBS surfactants were taken in the presence and absence of 0.05 M HCl. The micrographs indicated that the CAPB-SDBS surfactant layers formed by precipitation can protect zinc metal from acid corrosion.","PeriodicalId":22258,"journal":{"name":"Tenside Surfactants Detergents","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2024-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140624375","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
Micellar extracts obtained from Bistortae rhizoma, Fraxinus excelsior, and Romex crispus as components of hair shampoos 从 Bistortae rhizoma、Fraxinus excelsior 和 Romex crispus 中提取的胶束提取物作为洗发水的成分
IF 1 4区 工程技术
Tenside Surfactants Detergents Pub Date : 2024-04-15 DOI: 10.1515/tsd-2024-2587
Małgorzata Zięba, Dominik Czerwonka, Millena Ruszkowska
{"title":"Micellar extracts obtained from Bistortae rhizoma, Fraxinus excelsior, and Romex crispus as components of hair shampoos","authors":"Małgorzata Zięba, Dominik Czerwonka, Millena Ruszkowska","doi":"10.1515/tsd-2024-2587","DOIUrl":"https://doi.org/10.1515/tsd-2024-2587","url":null,"abstract":"The aim of the present study was to evaluate the potential applications of micellar extracts derived from <jats:italic>Bistortae rhizoma</jats:italic>, <jats:italic>Fraxinus excelsior</jats:italic>, and <jats:italic>Romex crispus</jats:italic> as components of hair shampoos and to examine the impact of these micellar extracts on the specific properties of the formulated cosmetics. The antioxidant activity, polyphenol content, and vitamin C content of the plant materials selected for the study were assessed. In addition, particle size analysis was performed for the obtained micellar extracts. The shampoos prepared on the basis of original formulations were evaluated for irritation potential, viscosity, foam stability index, and color. The plants evaluated in the study exhibited a high level of antioxidant activity, and the derived extracts were found to contain micellar aggregates. The application of the extracts was shown to reduce the skin irritation potential of the shampoos and reduce their viscosity. In addition, the formulated shampoos were characterized by a high foam stability index. Substantial variations in the color of the cosmetics were observed upon the introduction of the micellar extracts into the formulations.","PeriodicalId":22258,"journal":{"name":"Tenside Surfactants Detergents","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2024-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140567242","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
Effect of solubilization with surfactant on the antioxidant activity of ellagic acid 用表面活性剂增溶对鞣花酸抗氧化活性的影响
IF 1 4区 工程技术
Tenside Surfactants Detergents Pub Date : 2024-03-14 DOI: 10.1515/tsd-2023-2565
Yulian Tang, Xinyuan Jiang
{"title":"Effect of solubilization with surfactant on the antioxidant activity of ellagic acid","authors":"Yulian Tang, Xinyuan Jiang","doi":"10.1515/tsd-2023-2565","DOIUrl":"https://doi.org/10.1515/tsd-2023-2565","url":null,"abstract":"Ellagic acid (EA) is a natural antioxidant found in many fruits and vegetables. However, its solubility in water is poor, which limits its application. To overcome this limitation, the surfactants Span 20 and Tween 60 are used to increase its solubility in water. FTIR, TEM and laser particle size and zeta potential analysis were used to characterize the morphology and structure of ellagic acid emulsions. The antioxidant activity of surfactant-compatible ellagic acid was determined using various antioxidant evaluation methods such as DPPH and ABTS radical scavenging, reducing power and total antioxidant activity. The results indicate that the solubility of ellagic acid in water was improved by the addition of Span 20 and Tween 60, and ellagic acid formed complex particles in combination with Span 20 and Tween 60. Compared to pure ellagic acid, the antioxidant activity of ellagic acid lotion was significantly enhanced.","PeriodicalId":22258,"journal":{"name":"Tenside Surfactants Detergents","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2024-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140154751","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
The impact of detergent performance on sustainable consumer laundry behavior; a socio-technical challenge 洗涤剂性能对消费者可持续洗衣行为的影响;一项社会技术挑战
IF 1 4区 工程技术
Tenside Surfactants Detergents Pub Date : 2024-03-08 DOI: 10.1515/tsd-2023-2575
Debora Miranda Cortez, Martin Ter Bekke, Zhiwu Liang, Rainer Stamminger
{"title":"The impact of detergent performance on sustainable consumer laundry behavior; a socio-technical challenge","authors":"Debora Miranda Cortez, Martin Ter Bekke, Zhiwu Liang, Rainer Stamminger","doi":"10.1515/tsd-2023-2575","DOIUrl":"https://doi.org/10.1515/tsd-2023-2575","url":null,"abstract":"The laundry process is energy-intensive and an important target for reducing residential environmental impacts. Category life-cycle analysis (LCA) studies show the primary environmental impact is due to the energy consumed during the use phase, mainly for heating water. However, doing the laundry is a complex socio-technical system, where addressing sustainability requires not only technical levers but also an understanding of users’ habits, practices, and belief systems. This study investigates if and how consumers change their laundry habits and product satisfaction when using a technically lower-performing eco-brand detergent compared to a heavy duty high-performance detergent. These represent two distinct sustainable innovation strategies within the detergent industry, i) high-performance detergents formulated to provide excellent cleaning performance at lower wash temperatures and ii) eco-brand detergents optimized for a lower ingredient footprint but reducing cleaning performance. It is hypothesized that consumers may compensate in ways detrimental to the overall sustainability of the laundry lifecycle. The results showed significantly lower consumer satisfaction with the eco-brand performance which led to compensatory behavior including increased detergent dosing and higher wash temperatures. This study confirms the importance of detergent cleaning performance for sustainable consumer habit changes regarding lower wash temperatures.","PeriodicalId":22258,"journal":{"name":"Tenside Surfactants Detergents","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2024-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140075363","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
Study on an all-in-one foaming agent with corrosion inhibition for air foam flooding 研究一种用于空气泡沫泛滥的具有缓蚀作用的多用途发泡剂
IF 1 4区 工程技术
Tenside Surfactants Detergents Pub Date : 2024-03-05 DOI: 10.1515/tsd-2023-2574
Wangjun Chang, Weishou Hu, Xiaojun Wang, Xuefan Gu, Shijun Chen, Gang Chen
{"title":"Study on an all-in-one foaming agent with corrosion inhibition for air foam flooding","authors":"Wangjun Chang, Weishou Hu, Xiaojun Wang, Xuefan Gu, Shijun Chen, Gang Chen","doi":"10.1515/tsd-2023-2574","DOIUrl":"https://doi.org/10.1515/tsd-2023-2574","url":null,"abstract":"Foam has been widely used in drilling, well washing, and oil driving during the development of oil and gas fields. Although air foams have been successfully employed as an enhanced oil medium, the oxygen they contain can seriously corrode piping systems, which can have a negative influence on output. This work used a combination of sodium dodecyl sulfate (SDS), dodecyl aminopropyl betaine (LAB), sodium dodecylbenzene sulfonate (SDBS), and cosurfactants to solve the problem above. The corrosion inhibitor hydrazine hydrate (N₂H₄·H₂O) was added as corrosion inhibitor. The foaming (air)-corrosion inhibitor all-in-one (SLN) was obtained with the formulation of SDS: LAB: N₂H₄·H₂O = 8:2:4. The foam volume of 0.7 % SLN was measured to be 515 mL at room temperature with a half-life of 4.1 min using the stirring method. The initial foam height of this all-in-one agent was measured to be 15.6 cm at 30 °C using the Roche foaming method. The foam height was still maintained at 15.5 cm after 20 min with a foam height retention of 99.2 %. The foam height retention rate was 50.0 % at 70 °C. Moreover, the formulation had good salt resistance to common inorganic salts in oilfield water. It should be emphasized that the SLN all-in-one agent has strong corrosion inhibition performance, and the corrosion inhibition rate can reach up to 96.9 %. The surface tension of this SLN all-in-one agent was reduced to 27.8 mN m<jats:sup>−1</jats:sup> at a concentration of 0.1 %. It indicated that the all-in-one agent might increase the stability of the foam by decreasing the surface tension, thus improving the persistence of the foam and the effect of the repelling oil.","PeriodicalId":22258,"journal":{"name":"Tenside Surfactants Detergents","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140044500","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
Effect of contaminated water (handwashing detergent) on seed germination traits in wheat, mung bean, and chickpea 污染水(洗手液)对小麦、绿豆和鹰嘴豆种子萌发特性的影响
IF 1 4区 工程技术
Tenside Surfactants Detergents Pub Date : 2024-03-05 DOI: 10.1515/tsd-2023-2578
Hassan Heidari, Sahar Karimi
{"title":"Effect of contaminated water (handwashing detergent) on seed germination traits in wheat, mung bean, and chickpea","authors":"Hassan Heidari, Sahar Karimi","doi":"10.1515/tsd-2023-2578","DOIUrl":"https://doi.org/10.1515/tsd-2023-2578","url":null,"abstract":"Household detergents are a source of water pollu-tants that adversely affect crops. These pollutants not only reduce plant growth, but also have a negative impact on the environment. To investigate the effect of handwashing liquid on the germination characteristics of wheat, mung bean, and chickpea, a study was conducted using a completely randomized design with three replications. Water contaminated with different concentrations of handwashing liquid ((0, 0.01, 0.1, 1, 10) % of handwashing liquid) was used as treatment. The results showed that with increasing concentration of the contaminant, germination characteristics such as seed germination percentage, caulicle length, radicle length, and seed vigor decreased. Wheat was the most sensitive to detergent concentration compared to the other two plants, with the lowest detergent concentration causing a severe reduction in its germination traits. Therefore, farmers using water contaminated with household detergents need to be aware of its concentration to ensure healthy plant growth.","PeriodicalId":22258,"journal":{"name":"Tenside Surfactants Detergents","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140045404","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 feasibility study of cetyltrimethylammonium p-toluenesulfonate 十六烷基三甲基对甲苯磺酸铵的合成及应用可行性研究
IF 1 4区 工程技术
Tenside Surfactants Detergents Pub Date : 2024-03-05 DOI: 10.1515/tsd-2023-2570
Rui Zhou, Qiaona Liu, Jianwei Wang, Guibin Liu, Wenyu Ji, Sanbao Dong, Gang Chen
{"title":"Synthesis and application feasibility study of cetyltrimethylammonium p-toluenesulfonate","authors":"Rui Zhou, Qiaona Liu, Jianwei Wang, Guibin Liu, Wenyu Ji, Sanbao Dong, Gang Chen","doi":"10.1515/tsd-2023-2570","DOIUrl":"https://doi.org/10.1515/tsd-2023-2570","url":null,"abstract":"To improve the insufficient performance of anion on cationic surfactants and to further study the influence of anion on the surface properties, a cationic surfactant (cetyltrimethylammonium <jats:italic>p</jats:italic>-toluenesulfonate, CTATS) was prepared, and the relevant surface properties, including surface tension, critical micelle concentration, foaming ability and stability, corrosion inhibition and oil displacement efficiency were studied. Compared to cetyltrimethylammonium chloride (CTAC), CTATS exhibited higher surface activity, lower foaming volume, higher foam stability, higher corrosion inhibition performance and oil displacement efficiency. The results indicate that the CTATS has better performances as a surfactant type in oil and gas fields.","PeriodicalId":22258,"journal":{"name":"Tenside Surfactants Detergents","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140044691","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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