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Temperature Dependency of Water Vapor Permeability of Shape Memory Polyurethane 被引量:6
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作者 曾跃民 胡金莲 严灏景 《Journal of Donghua University(English Edition)》 EI CAS 2002年第3期52-57,共6页
Solution-cast films of shape memory polyurethane have been investigated.Differential scanning calorimetry, DMA, tensile test, water vapor permeability and the shape memory effect were carried out to characterize these... Solution-cast films of shape memory polyurethane have been investigated.Differential scanning calorimetry, DMA, tensile test, water vapor permeability and the shape memory effect were carried out to characterize these polyurethane membranes. Samples cast at higher temperatures contained more hard segment in the crystalline state than a sample cast at lower temperature. The change in the water vapor permeability (WVP) of SMPU films with respect to the temperature follows an S-shaped curve, and increases abruptly at T m of the soft segment for the fractional free volume (FFV, the ratio of free volume and specific volume in polymers) increased linearly with temperature. The water vapor permeability dependency of the temperature and humidity contribute to the result of the change of diffusion and solubility with the surrounding air condition. The diffusion coefficient (D) are the function of temperature and show good fit the Arrhenius form but show different parameter values when above and below T g. The crystalline state hard-segment is necessary for the good shape memory 展开更多
关键词 polyurethane water vapor permeability temperature dependency SHAPE memory.
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Synthesis of Hyperbranched Polymers and Its Effect on Water Vapor Permeability of Microfiber Synthetic Leather 被引量:7
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作者 强涛涛 王学川 任龙芳 《Journal of Donghua University(English Edition)》 EI CAS 2010年第4期463-468,共6页
A series of hyperbranched poly(amine-ester)polyols were synthesized by the polycondensation of N,N-diethylol-3-amine-methylpropionate(prepared by Michael addition reaction of methyl acrylate with diethanolamine)as an ... A series of hyperbranched poly(amine-ester)polyols were synthesized by the polycondensation of N,N-diethylol-3-amine-methylpropionate(prepared by Michael addition reaction of methyl acrylate with diethanolamine)as an AB2-type monomer with trimethylol propane as the core moiety,proceeding in one-step procedure in the melt with p-toluenesulfonic acid as catalyst.The obtained monomer and polymers were characterized by FTIR and 1H-NMR spectroscopy.The solubility and surface activity in aqueous solution of the polymers were also examined.The gas permeability,water vapor permeability,and moisture absorption of microfiber synthetic leather treated by hyperbranched polymer were studied.The optimum conditions were that the dosage of dye and hyperbranched polymer was 5% and 10%,respectively.The water vapor permeability and moisture absorption of microfiber synthetic leather reached to 0.525 4 mg/(10 cm2·24 h)and 0.046 7 mg/(10 cm2·24 h).Compared with blank samples,they increased by 15% and 35%,respectively.However,the dosage of hyperbranched polymer has little influence on gas permeability of microfiber synthetic leather.SEM results show that the fiber of microfiber synthetic leather treated by hyperbranched polymer is incompact. 展开更多
关键词 hyperbranched polymer SYNTHESIS water vapor permeability MICROFIBER synthetic leather
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Influence of water vapor on the separation of volatile organic compound/nitrogen mixture by polydimethylsiloxane membrane
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作者 Yifan Liang Haibo Lei +2 位作者 Xinlei He Haoli Zhou Wanqin Jin 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2023年第12期26-36,共11页
In the industrial treatment of waste volatile organic compound(VOC)streams by membrane technology,a third impurity,generally,water vapor,coexists in the mixture of VOC and nitrogen or air,and can affect membrane perfo... In the industrial treatment of waste volatile organic compound(VOC)streams by membrane technology,a third impurity,generally,water vapor,coexists in the mixture of VOC and nitrogen or air,and can affect membrane performance and the design of the industrial process.This study focused on the investigation of the effect of water vapor on the separation performance of the separation of VOC/water/nitrogen mixtures by a polydimethylsiloxane(PDMS)membrane.Three types of VOCs:water-miscible ethanol,water-semi-miscible butanol,and water-immiscible cyclohexane,were selected for the study.Different operating parameters including,concentration of the feed VOC,feed temperature,and concentration of the feed water were compared for the separation of binary and ternary VOC/nitrogen mixtures.The interaction between the VOC and water was analyzed to explain the transportation mechanism after analyzing the difference in the membrane performance for the separation of binary and ternary mixtures.The results indicated that the interaction between the VOC(or nitrogen)and water is the key factor affecting membrane performance.Water can promote the permeation of hydrophilic VOC but prevent hydrophobic VOC through the membrane for the separation of ternary VOC/water/nitrogen mixtures.These results will provide fundamental insights for the design of the recovery application process for industrial membrane-based VOCs,and also guidance for the investigation of the separation mechanism in vapor permeation. 展开更多
关键词 water vapor Ternary mixtures POLYDIMETHYLSILOXANE Membranes permeability SELECTIVITY
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Optimized water vapor permeability of sodium alginate films using response surface methodology 被引量:1
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作者 张青 许加超 +1 位作者 高昕 付晓婷 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2013年第6期1196-1203,共8页
The water vapor permeability (WVP) of films is important when developing pharmaceutical applications. Films are frequently used as coatings, and as such directly influence the quality of the medicine. The optimizati... The water vapor permeability (WVP) of films is important when developing pharmaceutical applications. Films are frequently used as coatings, and as such directly influence the quality of the medicine. The optimization of processing conditions for sodium alginate films was investigated using response surface methodology. Single-factor tests and Box-Behnken experimental design were employed. WVP was selected as the response variable, and the operating parameters for the single-factor tests were sodium alginate concentration, carboxymethyl cellulose (CMC) concentration and CaClz solution immersion time. The coefficient of determination (R2) was 0.97, indicating statistical significance. A minimal WVP of 0.389 8 g-mm/(m^2.h.kPa) was achieved under the optimum conditions. These were found to be a sodium alginate concentration, CMC concentration and CaCl2 solution immersion time at 8.04%, 0.13%, and 12 min, respectively. This provides a reference for potential applications in manufacturing film-coated hard capsule shells. 展开更多
关键词 sodium alginate FILM water vapor permeability wvp response surface analysis
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AN EXTENSION OF THE METHOD FOR PREDICTING PERMEABILITY THROUGH POLYMER MEMBRANES FROM SIMPLE GASES TO WATER VAPOR
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作者 付洪勇 贾连达 徐纪平 《Chinese Journal of Polymer Science》 SCIE CAS CSCD 1995年第2期189-192,共4页
It is found that there is a linear relationship between log P-w, and the parameter term V-f/0.5 E(coh) [1+(delta(w) - delta(p))(2)/delta(p)(2), from the water permeability (P-w) data of 21 polymers covering 4 orders o... It is found that there is a linear relationship between log P-w, and the parameter term V-f/0.5 E(coh) [1+(delta(w) - delta(p))(2)/delta(p)(2), from the water permeability (P-w) data of 21 polymers covering 4 orders of magnitude. This correlation may be useful in choosing membrane materials for dehumidification of gases. 展开更多
关键词 POLYMER MEMBRANES water vapor permeability DEHUMIDIFICATION PREDICTION METHOD
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The Effect of Plasticizers on Mechanical Properties and Water Vapor Permeability of Gelatin-Based Edible Films Containing Clay Nanoparticles
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作者 Mahsa Rezaei Ali Motamedzadegan 《World Journal of Nano Science and Engineering》 2015年第4期178-193,共16页
The effects of glycerol and sorbitol as two plasticizers on mechanical properties, water vapor permeability, thermal properties, color and capability of heat sealing of gelatin films (of phytophagous fish, bovine gela... The effects of glycerol and sorbitol as two plasticizers on mechanical properties, water vapor permeability, thermal properties, color and capability of heat sealing of gelatin films (of phytophagous fish, bovine gelatin with high gel-forming ability, and bovine gelatin with low gel-forming ability) containing clay nanoparticles were studied in this research. For this purpose, 6 × 2 × 3 factorial experiments using the completely randomized design and comparison of the means at 95% confidence level (α = 0.05) were performed. Higher concentrations of plasticizers increased percentage elongation to the breaking point. When glycerol concentration was raised to over 20%, flexibility of the layers improved but their water vapor permeability increased. The minimum passage of water vapor was that of fish-skin gelatin films containing clay nanoparticles and 30% sorbitol, and the maximum that of bovine gelatin films with high gel-forming ability which contained nanoparticles but no plasticizers (p 0.05). All samples had heat sealing capability, and fish-skin gelatin films containing clay nanoparticles had better heat sealing capability compared with the other samples so that fish-skin gelatin films containing clay nanoparticles with 25% glycerol and 5% sorbitol had the highest flexibility and tensile strength, and remained attached to where they were heat sealed. Electron microscope images showed that films without plasticizers had uniform surfaces, but that samples containing glycerol at concentrations of over 0.20 g/g gelatin exhibited cavities between gelatin chains and that water vapor permeability in gelatin films containing clay nanoparticles. 展开更多
关键词 GELATIN CLAY NANOPARTICLES PLASTICIZER Mechanical Properties water vapor permeability
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空气除湿用抗菌透湿复合膜的制备
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作者 李楠 李香香 张雨欣 《化学工程师》 CAS 2024年第4期110-113,共4页
为提高膜式全热交换器的除湿性能并使膜具备抗菌性能,以LiCl为亲水添加剂,AgNO_(3)为抗菌剂,添加到聚乙烯醇(PVA)水溶液中制成铸膜液,以聚丙烯(PP)膜为支撑层,制备了一种抗菌透湿复合膜。搭建了薄膜透湿性测量平台,测试了复合膜的水蒸... 为提高膜式全热交换器的除湿性能并使膜具备抗菌性能,以LiCl为亲水添加剂,AgNO_(3)为抗菌剂,添加到聚乙烯醇(PVA)水溶液中制成铸膜液,以聚丙烯(PP)膜为支撑层,制备了一种抗菌透湿复合膜。搭建了薄膜透湿性测量平台,测试了复合膜的水蒸气透过量,对复合膜的抗菌性进行了检测。结果表明,复合膜的水蒸气透过量随LiCl含量的增加而增加,LiCl含量为5%的复合膜是不含LiCl复合膜的1.79倍,是商用纸膜的2.67倍。加入AgNO_(3)后薄膜的透湿性没有明显变化,抗菌实验结果显示,复合膜对表皮葡萄球菌、大肠杆菌有抗菌作用,对表皮葡萄球菌的抗菌作用更强。 展开更多
关键词 复合膜 透湿膜 抗菌膜 水蒸气透过性
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冻融循环作用下路基结构水热汽迁移规律研究
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作者 张建勋 毛雪松 吴谦 《冰川冻土》 CSCD 2024年第1期170-184,共15页
在冻融循环环境下,路基结构内水分迁移是导致道路冻胀、融沉变形的主要原因。为了探究冻融循环条件下路基结构的水热汽迁移规律,模拟了实际工程的路基结构,基于半透膜材料开展了冻融循环条件下的水、汽分离的水分迁移试验,通过监测试样... 在冻融循环环境下,路基结构内水分迁移是导致道路冻胀、融沉变形的主要原因。为了探究冻融循环条件下路基结构的水热汽迁移规律,模拟了实际工程的路基结构,基于半透膜材料开展了冻融循环条件下的水、汽分离的水分迁移试验,通过监测试样的水热变化、荧光素上升图像、补水量和集水量变化曲线,得到了水分迁移规律,进而分析了土的孔隙结构、升降温速率和温度梯度等因素对水汽迁移和液态水流出特征的影响。试验结果表明,在土水势作用下,马氏瓶的水分首先以水-汽混合的形式在土柱中向上迁移,达到一定高度后,转变为以水汽的形式向上迁移。非饱和土柱的水汽会透过半透膜向碎石层和控温板底迁移,在整个冻融循环过程中,水汽向碎石层和控温板底的迁移量呈现线性增加的趋势,表明水汽迁移在水分聚集过程中的作用不可忽视。碎石层和控温板底液态水的流出主要集中在每个冻融周期的两个阶段,第一阶段为降温阶段,以冷凝水为主;第二阶段为融化阶段,以融化水为主,融化水占一个冻融周期液态水流出量的70%以上。粉质黏土孔隙较小导致水汽迁移主要受体积含气率的影响,随着粉质黏土土柱含水率的增加,水汽迁移量呈减小趋势。而砂土的孔隙较大,水汽迁移主要受水汽扩散增强因子的影响,随砂土土柱含水率的增加,水汽迁移量呈增大趋势。降温速率减小使冻结锋面有一个缓慢下移的过程,减小土体冻结对水汽迁移通道的封闭影响。升降温速率的减小导致碎石层和控温板底的水分聚集量增大。较大的温度梯度导致水汽扩散系数和水汽密度梯度的增加,从而引起碎石层和控温板底的水汽迁移量增大。 展开更多
关键词 冻融循环 路基结构 半透膜 水汽迁移 孔隙结构 升降温速率 融化水
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超细纤维合成革透水汽性能的研究进展 被引量:7
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作者 闫子妍 赵立环 +3 位作者 王玉稳 杨玉洁 李艳艳 陈雨龙 《皮革科学与工程》 CAS 北大核心 2024年第1期61-68,100,共9页
超细纤维合成革(简称超纤革)是替代天然皮革的理想材料,但超纤革的透水汽性能与天然皮革相比仍存在差距,有待提升。文章概述了超纤革的制备过程,分析了超纤革的性能及其在透水汽性能方面的不足,并从超纤革的主要组分,即超纤革基布和聚... 超细纤维合成革(简称超纤革)是替代天然皮革的理想材料,但超纤革的透水汽性能与天然皮革相比仍存在差距,有待提升。文章概述了超纤革的制备过程,分析了超纤革的性能及其在透水汽性能方面的不足,并从超纤革的主要组分,即超纤革基布和聚氨酯树脂入手,探讨了超纤革透水汽性能研究的最新进展;总结了对超纤革基布的水解、增加活性基团和亲水剂等改性方法,阐述了对聚氨酯树脂的填料、接枝聚合和共混等改性措施,探讨了对超纤革的后整理改性选项,最后提出了超纤革透水汽性能研究的未来发展方向。 展开更多
关键词 超细纤维合成革 透水汽性能 革基布 聚氨酯树脂 改性
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液态CO_(2)-水蒸气循环冲击煤体增透及瓦斯抽采效果模拟
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作者 秦雷 王平 +4 位作者 李树刚 王辉 刘鹏飞 李嘉伟 林海飞 《煤田地质与勘探》 EI CAS CSCD 北大核心 2024年第9期67-79,共13页
【目的】为解决液态CO_(2)煤层增透技术应用时煤层内部孔隙水受冷凝结为冰阻塞瓦斯运移通道这一问题,提出液态CO_(2)-高温水蒸气冷热循环冲击煤体增透技术。【方法】利用低场核磁共振仪、煤岩渗透率自动测试仪、接触角测试仪和三维CT扫... 【目的】为解决液态CO_(2)煤层增透技术应用时煤层内部孔隙水受冷凝结为冰阻塞瓦斯运移通道这一问题,提出液态CO_(2)-高温水蒸气冷热循环冲击煤体增透技术。【方法】利用低场核磁共振仪、煤岩渗透率自动测试仪、接触角测试仪和三维CT扫描仪分析液态CO_(2)-高温水蒸气冷热循环冲击煤体渗透率演化规律。【结果和结论】结果表明:(1)液态CO_(2)-高温水蒸气冷热循环冲击煤体T2曲线面积随冷热循环冲击次数增加而增加。(2)煤体渗透率增量与液态CO_(2)-高温水蒸气冷热循环冲击次数指数相关,循环冲击次数增加,煤体渗透性和润湿性均增强。(3)液态CO_(2)-高温水蒸气冷热循环冲击次数达到12次时,渗流孔体积比例增加23.57%,渗透率增加0.009 3×10^(-3)μm^(2),接触角减小39.45°。(4)煤体渗透性与渗流孔体积比例、接触角相关,渗流孔体积比例与煤体渗透率正相关,接触角与煤体渗透率指数相关。基于实验研究结果,利用COMSOL软件数值模拟低温液态CO_(2)-高温水蒸气冷热循环冲击煤层工程现场应用。依据试验结果确定恢复到室温25℃时的有效作用半径为0.719 8 m,以此数据模拟矿井煤层瓦斯抽采,结果显示煤层温度与瓦斯抽采效率成正比。试验及模拟结果揭示了液态CO_(2)-高温水蒸气冷热循环冲击煤体增透技术的现场钻孔布置及瓦斯抽采运移规律,为该技术下一步现场应用提供参考。 展开更多
关键词 液态CO_(2) 高温水蒸气 冷热冲击 渗透率 瓦斯抽采
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生物降解地膜水蒸气透过量试验中不同条件对结果的影响
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作者 沈传熙 白林 +1 位作者 孙颖 翁云宣 《塑料工业》 CAS CSCD 北大核心 2024年第8期136-142,共7页
生物降解地膜相比传统聚乙烯地膜,水蒸气透过量要大。因此,研究影响生物降解地膜水蒸气透过量因素就很重要。本文通过对2种不同厚度的样品分别进行不同称量时间间隔的水蒸气透过量测定,并利用GB/T 35795—2017《全生物降解农用地面覆盖... 生物降解地膜相比传统聚乙烯地膜,水蒸气透过量要大。因此,研究影响生物降解地膜水蒸气透过量因素就很重要。本文通过对2种不同厚度的样品分别进行不同称量时间间隔的水蒸气透过量测定,并利用GB/T 35795—2017《全生物降解农用地面覆盖薄膜》水蒸气透过量检验指标和GB/T 1037—2021《塑料薄膜与薄片透水蒸汽性能测定杯式增重与减重法》规定的测试方法,以恒温恒湿箱增重法为试验方法研究了称量时间间隔对水蒸气透过量的影响关系。结果表明:1)厚度对地膜的水蒸气透过量有影响,随着厚度的增加,水蒸气透过率会减少;2)水蒸气透过量测试过程中,称量时间间隔会影响结果准确性,在满足GB/T 1037—2021中要求的干燥剂吸湿总量不超过10%的前提下,称量时间间隔与结果呈负相关性。 展开更多
关键词 生物降解 农用地面覆盖薄膜 水蒸气透过量 称量时间间隔
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谷朊粉对大豆分离蛋白膜理化性质的影响
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作者 江睿钊 石林凡 +3 位作者 任中阳 杨燊 张玉苍 翁武银 《中国粮油学报》 CAS CSCD 北大核心 2024年第5期79-85,共7页
为利用枧水处理的谷朊粉(WG)改良大豆分离蛋白(SPI)膜性质,考察了m_(WG)∶m_(SPI)分别为0∶10、1∶9、2∶8、3∶7、4∶6时对复合膜理化性质的影响,测定膜的微观结构、蛋白结构、机械性能等理化性质。扫描电子显微镜结果显示添加的WG主... 为利用枧水处理的谷朊粉(WG)改良大豆分离蛋白(SPI)膜性质,考察了m_(WG)∶m_(SPI)分别为0∶10、1∶9、2∶8、3∶7、4∶6时对复合膜理化性质的影响,测定膜的微观结构、蛋白结构、机械性能等理化性质。扫描电子显微镜结果显示添加的WG主要聚集在复合膜下表面,当m_(WG)∶m_(SPI)超过2∶8时膜的下表面网络结构会遭到破坏。根据傅里叶变换红外光谱和十二烷基硫酸钠-聚丙烯酰氨凝胶电泳的结果,发现WG会阻碍SPI分子之间的交联。SPI膜的抗拉伸强度和断裂伸长率分别为6.60 MPa和54.91%,伴随WG的添加抗拉伸强度逐渐下降而断裂伸长率逐渐上升。复合膜的水蒸气阻隔能力和上表面接触角随着WG比例的增加而增大。当m_(WG)∶m_(SPI)增加到2∶8时,WG/SPI复合膜的b*值达到了18.72的高值。差示扫描量热法的结果表明,在m_(WG)∶m_(SPI)为1∶9时,复合膜的热稳定性最高。研究结果表明适当添加枧水预处理的WG能提高SPI膜的部分物理性质,这将为SPI膜理化性质改良提供新的途径。 展开更多
关键词 大豆分离蛋白 谷朊粉 枧水 复合膜 水蒸气透过率
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文胸罩杯透湿率测定新方法
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作者 王兆芳 张辉 +1 位作者 丁波 张淼 《纺织学报》 EI CAS CSCD 北大核心 2024年第1期176-184,共9页
针对现行的织物透湿率测试标准和方法较难测定曲面织物和厚度不均匀织物的局限,导致文胸产品缺乏系统的透湿性能测定方法的问题,本文提出一种新型文胸罩杯透湿率的测定方法胸部模型法。首先展开理论探索,获得纯水蒸发率与空气层厚度、... 针对现行的织物透湿率测试标准和方法较难测定曲面织物和厚度不均匀织物的局限,导致文胸产品缺乏系统的透湿性能测定方法的问题,本文提出一种新型文胸罩杯透湿率的测定方法胸部模型法。首先展开理论探索,获得纯水蒸发率与空气层厚度、倾斜角度、介质种类的关系;再进行算法程序设计和交互页面设计;最后进行设备稳定性测试和与正杯法透湿率测试方法对比实验,完成其综合可行性验证。结果表明:由该新型文胸罩杯透湿率测定方法测定出的不同罩杯透湿率一方面能够表征其透湿性能差异,另一方面变异系数较小,设备稳定性高;并且该方法得出的透湿率与正杯法测出的透湿率存在较高的一致性。综上得出新型文胸罩杯透湿率测定方法是一种理想的测定文胸产品透湿性能方法。 展开更多
关键词 透湿率 文胸 文胸透湿率测评 热湿舒适性 透湿性能
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纳米纤维素基复合涂料对牛皮包装纸性能的影响
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作者 苏淼 肖乃玉 +3 位作者 程峥 马新业 黄礼兰 刘爵深 《包装工程》 CAS 北大核心 2024年第21期116-124,共9页
目的探究纳米纤维素(CNF)/疏水纳米二氧化硅(SN-SiO_(2))复合涂料对牛皮纸性能的影响。方法利用甲基三甲氧基硅烷(MTMS)对CNF进行改性,制得硅烷化纳米纤维素(SCNF),并向其中加入不同量的SN-SiO_(2),以物理共混的方式制备涂料,并将其涂... 目的探究纳米纤维素(CNF)/疏水纳米二氧化硅(SN-SiO_(2))复合涂料对牛皮纸性能的影响。方法利用甲基三甲氧基硅烷(MTMS)对CNF进行改性,制得硅烷化纳米纤维素(SCNF),并向其中加入不同量的SN-SiO_(2),以物理共混的方式制备涂料,并将其涂布于牛皮纸,探究不同比例的SCNF/SN-SiO_(2)复合涂层材料对牛皮纸阻隔水蒸气性能、氧气透过性能、抗水性能和拉伸性能的影响。结果SCNF/SN-SiO_(2)复合涂布纸的氧气透过率显著增大,最大可达到302.569 cm^(3)/(m^(2)·d·0.1 MPa),质量分数为1%的SN-SiO_(2)涂布纸的阻隔水蒸气能力最佳,2%的SN-SiO_(2)涂布纸的Cobb60值和Max值表现出最佳的抗水性能;质量分数为1%的SN-SiO_(2)涂布纸的抗张指数和断裂伸长率最优,分别提升了5.34%、5.26%。结论采用SCNF/SN-SiO_(2)复合涂层材料既能提高复合涂布纸的阻隔水蒸气性能,又能提高其透气性能,显著提升了涂布纸的抗水性能,而对其拉伸性能的影响不大。所制备的涂布牛皮纸展现出良好的阻隔水蒸气性能和透气性能,有望应用于化橘红和陈皮的包装储藏,使其在有氧气陈化的同时免受水蒸气的影响,为开发绿色环保包装提供了新思路。 展开更多
关键词 纳米纤维素 疏水纳米二氧化硅 牛皮包装纸 透气 阻水蒸气
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防水透汽层隔汽层技术指标及应用场景
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作者 邵胡昳 钮建明 《新型建筑材料》 2024年第9期101-103,145,共4页
从防水透汽层、隔汽层的作用原理和应用现状出发,通过分析关键性能指标——水蒸气透过性能的含义和要求,根据我国热工设计分区,对不同气候的应用场景提出了具有针对性的防止水汽侵入建筑围护结构内的设计方案,避免水汽对建筑物保温性能... 从防水透汽层、隔汽层的作用原理和应用现状出发,通过分析关键性能指标——水蒸气透过性能的含义和要求,根据我国热工设计分区,对不同气候的应用场景提出了具有针对性的防止水汽侵入建筑围护结构内的设计方案,避免水汽对建筑物保温性能和耐久性能造成伤害。 展开更多
关键词 水汽 防水透汽层 隔汽层 水蒸气透过性能
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Comparative evaluation of data mining methods in predicting the water vapor permeability of cement-based materials
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作者 Xianqi Huang Ruijin Ma +2 位作者 Hanyu Yang Chi Feng Kun Li 《Building Simulation》 SCIE EI CSCD 2023年第6期853-867,共15页
Water vapor permeability of building materials is a crucial parameter for analysing and optimizing the hygrothermal performance of building envelopes and built environments.Its measurement is accurate but time-consumi... Water vapor permeability of building materials is a crucial parameter for analysing and optimizing the hygrothermal performance of building envelopes and built environments.Its measurement is accurate but time-consuming,while data mining methods have the potential to predict water vapor permeability efficiently.In this study,six data mining methods—support vector regression(SVR),decision tree regression(DT),random forest regression(RF),K-nearest neighbor(KNN),multi-layer perceptron(MLP),and adaptive boosting regression(AdaBoost)—were compared to predict the water vapor permeability of cement-based materials.A total of 143 datasets of material properties were collected to build prediction models,and five materials were experimentally determined for model validation.The results show that RF has excellent generalization,stability,and precision.AdaBoost has great generalization and precision,only slightly inferior to the former,and its stability is excellent.DT has good precision and acceptable generalization,but its stability is poor.SVR and KNN have superior stability,but their generalization and precision are inadequate.MLP lacks generalization,and its stability and precision are unacceptable.In short,RF has the best comprehensive performance,demonstrated by a limited prediction deviation of 26.3%from the experimental results,better than AdaBoost(38.0%)and DT(38.3%)and far better than other remaining methods.It is also found that data mining methods provide better predictions when cement-based materials’water vapor permeability is high. 展开更多
关键词 data mining method cement-based material water vapor permeability cross-validation experimental determination
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浅析中空玻璃丁基胶内溢及改善方法
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作者 姬文刚 郭文华 张燕平 《玻璃》 2024年第2期56-59,共4页
基于中空玻璃丁基胶的主要特征,通过分析典型内溢案例,对生产、储存运输、安装过程及环境因素(温度、风荷载、气压等)造成的丁基密封胶内溢的原因进行了详细分析并提出改进建议,并给出从源头解决丁基胶内溢问题的主要办法。
关键词 中空玻璃丁基胶 水蒸气渗透率 丁基胶内溢 使用寿命
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Low Density Wood Impregnation with Water-Repellent Organosilicic Compounds
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作者 Guadalupe Canosa Paula V. Alfieri Carlos A. Giudice 《Journal of Materials Science and Chemical Engineering》 2018年第1期39-51,共13页
Many protective treatments for low density wood are applied by impregnation to give waterrepellency and to control pathologies that usually have this substrate. The properties of Araucaria angustifolia, chemically mod... Many protective treatments for low density wood are applied by impregnation to give waterrepellency and to control pathologies that usually have this substrate. The properties of Araucaria angustifolia, chemically modified by impregnation with methyltriethoxysilane, n-octyltriethoxysilane and mixtures of both in several ratios, were investigated to achieve mainly high dimensional stability, low capillary water absorption as well as satisfactory water vapor permeability. The aforementioned impregnants produce the wood chemical modification, involving the reaction of hydroxyl groups of the wood with the hydrolysis products of alcoxysilanes. It is concluded that the organosilicon polymers allow improving important characteristics of wood: 1) the non-occlusive coating keeps the water vapor permeability unaltered;2) the alkoxysilane type defines the hydrophobicity and the continuity of coating formed on the pore wall and finally;3) the polymeric structure formed after finishing solgel process incises both on the capillary water absorption and the dimensional stability. In addition, the studied treatments have the advantage of allowing that the water vapor, which permeates through the orga-nosilicon coating placed on cell wall, can exit by hydrophobic repulsion and thus, prevent faults appearance generated by the condensed water inside of wood. 展开更多
关键词 WOOD ALKOXYSILANES HYDROPHOBICITY water vapor permeability Dimensional Stability
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既有裂缝对混凝土热湿物性参数的影响分析
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作者 于水 李银宗 +1 位作者 姚钰锋 刘雪研 《建筑技术》 2023年第22期2787-2792,共6页
为解决既有裂缝对混凝土热湿物性参数影响的问题,通过3D打印技术制作裂缝模型,以裂缝体积与混凝土试块体积比值作为变量,针对不同裂缝体积占比混凝土的导热系数、吸水系数、水分扩散系数和水蒸气渗透系数展开研究。结果表明:混凝土的导... 为解决既有裂缝对混凝土热湿物性参数影响的问题,通过3D打印技术制作裂缝模型,以裂缝体积与混凝土试块体积比值作为变量,针对不同裂缝体积占比混凝土的导热系数、吸水系数、水分扩散系数和水蒸气渗透系数展开研究。结果表明:混凝土的导热系数随着含湿量的增大而增大,随着裂缝体积占比的增大而减小,且导热系数对裂缝体积的敏感性逐渐减小。裂缝体积占比0.1%~0.3%的干燥混凝土相较于无裂缝混凝土,导热系数增大比例最小为7.96%,最大为30.9%。拟合得到混凝土吸水系数、水分扩散系数与裂缝体积占比的关系曲线,两者皆随着裂缝体积占比的增大而增大。拟合得到不同裂缝体积占比的混凝土的水蒸气渗透系数与含湿量的变化曲线,曲线的斜率逐渐增大,其随裂缝体积占比的增大而增大,且含湿量越大,水蒸气渗透系数随裂缝体积增大的幅度越大。 展开更多
关键词 既有裂缝 导热系数 吸水速率 水蒸气渗透系数
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环氧乙烯基酯树脂/玻璃鳞片复合材料冲击韧性的影响因素 被引量:1
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作者 陆小成 刘迅 +2 位作者 冀运东 王森 杨根生 《材料科学与工程学报》 CAS CSCD 北大核心 2023年第5期736-740,759,共6页
研究了树脂性能及含量、玻璃鳞片形状、球形填料以及表面活性剂等因素对树脂基玻璃鳞片复合材料的冲击韧性影响。发现树脂增韧以及含量增加可显著提升复合材料的冲击韧性;减小玻璃鳞片片径虽可有效提升材料冲击韧性,但会导致材料水蒸气... 研究了树脂性能及含量、玻璃鳞片形状、球形填料以及表面活性剂等因素对树脂基玻璃鳞片复合材料的冲击韧性影响。发现树脂增韧以及含量增加可显著提升复合材料的冲击韧性;减小玻璃鳞片片径虽可有效提升材料冲击韧性,但会导致材料水蒸气渗透量增加,因此鳞片片径不宜小于0.4 mm;白炭黑含量在1.5 wt%时冲击韧性达到峰值;偶联剂含量不高于1 wt%时,冲击韧性随偶联剂含量提高而增长。 展开更多
关键词 树脂基复合材料 冲击韧性 玻璃鳞片 防腐 抗水蒸气渗透性
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