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Time scales of spontaneous imbibition into porous material: From classic models to papers applications 自发浸入多孔材料的时间尺度:从经典模型到论文应用
IF 1.5 4区 农林科学 Q2 MATERIALS SCIENCE, PAPER & WOOD Pub Date : 2023-11-16 DOI: 10.15376/biores.19.1.345-365
Pierre-Yves Bloch, Konrad Olejnik, Jean-Francis Bloch, Alexandre Bloch, Jules Hammond, Daniel Brissaud
Flow and spontaneous imbibition phenomena in porous media are important for various industrial applications, including printing and medical lateral flow assays. Their quantitative characterization is important to better understand and select the appropriate raw materials. However, standard methods often require time-consuming tests, and/or expensive equipment. Different time scales must be considered, limiting the range of possible characterization tools. A novel experimental approach based on image analysis for characterizing spontaneous imbibition processes is presented. Hence, ultra-fast diffusion may be quantitatively characterized. Models are issued from the literature to consider physical phenomena at small (milliseconds) and medium range (seconds) of time scales. The obtained experimental data fit with theoretical results, providing valuable insights into the understanding of fluid flow behavior at different time scales. Furthermore, the identification of some physical properties for either the fluid, or the substrate, based on the theoretical models are possible, as the contact angle, which remains to be otherwise challenging. This study contributes to bridging the gap between spontaneous imbibition and capillary phenomena at different time scales, their modeling, and a characterization of material and/or fluid properties paving the way for enhanced understanding and control of fluid behavior in porous media. Different papers are considered to illustrate the method.
多孔介质中的流动和自发浸润现象对各种工业应用都很重要,包括印刷和医学横向流动检测。对其进行定量表征对于更好地了解和选择合适的原材料非常重要。然而,标准方法通常需要耗时的测试和/或昂贵的设备。必须考虑不同的时间尺度,这限制了可能的表征工具的范围。本文介绍了一种基于图像分析的新型实验方法,用于表征自发浸润过程。因此,可以对超快扩散进行定量表征。文献中提供了一些模型,以考虑小时间尺度(毫秒)和中等时间尺度(秒)的物理现象。获得的实验数据与理论结果相吻合,为理解不同时间尺度下的流体流动行为提供了宝贵的见解。此外,还可以根据理论模型确定流体或基底的某些物理特性,如接触角,这在其他方面仍具有挑战性。这项研究有助于弥合不同时间尺度下自发浸润和毛细现象之间的差距,建立它们的模型,并确定材料和/或流体特性的特征,为加深理解和控制多孔介质中的流体行为铺平道路。不同的论文对该方法进行了说明。
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引用次数: 0
Mono and simultaneous adsorption of aldrin and toxic metals from aqueous solution using rice husk biochar 利用稻壳生物炭单一和同时吸附水溶液中的艾氏剂和有毒金属
IF 1.5 4区 农林科学 Q2 MATERIALS SCIENCE, PAPER & WOOD Pub Date : 2023-11-15 DOI: 10.15376/biores.19.1.257-275
Tibamba Mathew Tichem, Youbao Wang, Raphael B. H. Gameli, Bawa Mbage, Abudu Ballu Duwiejuah, Nannan Wang, Li Bing
Recent research has explored the potential of rice husk biochar as a low-cost adsorbent for the removal of contaminants from aqueous solutions, including aldrin, mercury (Hg2+), lead (Pb2+), and cadmium (Cd2+). Experimentation involved adding varying doses of biochar to wastewater with different contamination levels, agitating the mixture for 60 min, and filtering the solutions for analysis. The experiment revealed impressive removal efficiencies: 100% for aldrin, 99.92% – 99.99% for Hg2+, 95.90% – 99.52% for Pb2+, and 88.60% – 99.46% for Cd2+. In binary and quaternary mixtures, Hg2+ showed higher removal efficiency than Pb2+ and Cd2+, with the exception of aldrin. The adsorption order was identified as aldrin > Hg2+ > Pb2+ > Cd2+. The Freundlich adsorption isotherm best described heavy metals in the mono and quaternary component adsorption, while the Langmuir adsorption isotherm was a better fit for the binary component. Consequently, the study highlights rice husk biochar as an efficient, sustainable, and environmentally friendly option for wastewater treatment.
最近的研究探索了稻壳生物炭作为一种低成本吸附剂去除水溶液中污染物的潜力,包括艾氏剂、汞(Hg2+)、铅(Pb2+)和镉(Cd2+)。实验包括在不同污染程度的废水中加入不同剂量的生物炭,搅拌混合物 60 分钟,然后过滤溶液进行分析。实验结果表明,生物炭的去除率令人印象深刻:艾氏剂的去除率为 100%,Hg2+ 的去除率为 99.92% - 99.99%,Pb2+ 的去除率为 95.90% - 99.52%,Cd2+ 的去除率为 88.60% - 99.46%。在二元和四元混合物中,除艾氏剂外,Hg2+ 的去除率高于 Pb2+ 和 Cd2+。吸附顺序为艾氏剂 > Hg2+ > Pb2+ > Cd2+。Freundlich 吸附等温线最适合描述单组分和四组分重金属的吸附,而 Langmuir 吸附等温线则更适合二元组分。因此,该研究强调稻壳生物炭是一种高效、可持续和环保的废水处理选择。
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引用次数: 0
Artificial neural network modeling to predict the efficiency of phosphoric acid-hydrogen peroxide pretreatment of wheat straw 预测磷酸-过氧化氢预处理小麦秸秆效率的人工神经网络模型
IF 1.5 4区 农林科学 Q2 MATERIALS SCIENCE, PAPER & WOOD Pub Date : 2023-11-15 DOI: 10.15376/biores.19.1.288-305
Qing Wang, Jinxiang Hua, Jinguang Hu, Li Zhao, Mei Huang, Dong Tian, Yongmei Zeng, Shi-huai Deng, Fei Shen, Xinquan Zhang
Phosphoric acid-hydrogen peroxide (PHP) pretreatment is an effective method to obtain a cellulose-enriched fraction from biomass. In this study, artificial neural network (ANN) was used to predict PHP pretreatment efficiency of cellulose content (C-C), cellulose recovery (C-Ry), hemicellulose removal (H-Rl), and lignin removal (L-Rl) under various conditions of pretreatment time (t), temperature (T), H3PO4 concentration (Cp), and H2O2 concentration (Ch). The final optimized topology structure of the ANN models had 1 hidden layers with 9 neurons for C-C and 10 neurons for C-Ry, 10 neurons for H-Rl, and 12 neurons for L-Rl. The actual testing data fit the predicted data with R2 values ranging from 0.8070 to 0.9989. The relative importance (RI) revealed that Cp and Ch were significant factors influencing the efficiency of PHP pretreatment with total RI values ranging from 12% to 62.6%. However, their weights for the three components of biomass were different. The value of T dominated hemicellulose removal effectiveness with an RI value of 78.6%, while t did not seem to be a main factor dominating PHP pretreatment efficiency. The results of this study provide insights into the convenient development and optimization of biomass pretreatment from ANN modeling perspectives.
磷酸-过氧化氢(PHP)预处理是从生物质中获得富含纤维素组分的有效方法。本研究采用人工神经网络(ANN)预测了不同预处理时间(t)、温度(T)、H3PO4 浓度(Cp)和 H2O2 浓度(Ch)条件下的纤维素含量(C-C)、纤维素回收率(C-Ry)、半纤维素去除率(H-Rl)和木质素去除率(L-Rl)的 PHP 预处理效率。ANN 模型的最终优化拓扑结构为 1 个隐藏层,C-C 和 C-Ry 分别有 9 个和 10 个神经元,H-Rl 有 10 个神经元,L-Rl 有 12 个神经元。实际测试数据与预测数据相吻合,R2 值在 0.8070 到 0.9989 之间。相对重要性(RI)显示,Cp 和 Ch 是影响 PHP 预处理效率的重要因素,总 RI 值在 12% 到 62.6% 之间。但是,它们在生物质三个组分中所占的权重不同。T 的值主导了半纤维素的去除效果,其 RI 值为 78.6%,而 t 似乎不是主导 PHP 预处理效率的主要因素。本研究的结果从 ANN 建模的角度为生物质预处理的便捷开发和优化提供了启示。
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引用次数: 0
Composition of alcohol extracts from poplar leaves (Populus balsamifera L.) 杨树叶醇提取物的成分
IF 1.5 4区 农林科学 Q2 MATERIALS SCIENCE, PAPER & WOOD Pub Date : 2023-11-15 DOI: 10.15376/biores.19.1.276-287
Olga Mamaeva, Elena Isaeva
The group composition of alcohol extracts from balsamic poplar leaves Populus balsamifera L, growing in the Krasnoyarsk Krai, Krasnoyarsk (Russia) were examined in this work. Leaves selected in different phases of the growing season were used: June, July, August – fresh, September – fallen leaves. Poplar leaves contain up to 56% of extractive substances, alcohol-soluble substances account for up to 67% of the extract amount. Alcohol extracts were fractionated using solvents with increasing polarity: petroleum ether (boiling point 40 to 70 °C), diethyl ether, ethyl acetate, butanol. The results showed that the alcohol extracts of poplar leaves are dominated by substances extracted with ethyl acetate (up to 60%). The study of the component composition of volatile compounds of individual fractions of alcohol extracts was performed on an Agilent chromatography-mass spectrometer. The presence of various groups of compounds was established: hydrocarbons, alcohols, acids, ketones, etc., including biologically active substances such as megasterol acetate, ℽ-sitosterol, sitosterol, 3,7,11,15-tetramethyl-2-hexadecene-1-ol, diethyltoluamide, 4-methoxy-3-nitrobiphenyl, and other compounds that it can be used in different applications.
这项研究考察了生长在俄罗斯克拉斯诺亚尔斯克边疆区(Krasnoyarsk Krai)的苦杨树叶醇提取物的组成分。叶片选自生长季节的不同阶段:六月、七月、八月为鲜叶期,九月为落叶期。杨树叶中含有高达 56% 的萃取物质,醇溶性物质占萃取物总量的 67%。使用极性递增的溶剂对醇提取物进行分馏:石油醚(沸点 40 至 70 °C)、二乙醚、乙酸乙酯、丁醇。结果表明,杨树叶的醇提取物以乙酸乙酯提取的物质为主(最高达 60%)。在安捷伦色谱-质谱仪上研究了醇提取物各个馏分中挥发性化合物的成分组成。确定了各种化合物的存在:烃类、醇类、酸类、酮类等,包括生物活性物质,如醋酸巨甾醇、ℽ-谷甾醇、谷甾醇、3,7,11,15-四甲基-2-十六烯-1-醇、二乙基甲苯酰胺、4-甲氧基-3-硝基联苯和其他可用于不同用途的化合物。
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引用次数: 0
Near-infrared lignin model transfer: A study based on SWCSS-CARS coupling algorithm 近红外木质素模型转移:基于 SWCSS-CARS 耦合算法的研究
IF 1.5 4区 农林科学 Q2 MATERIALS SCIENCE, PAPER & WOOD Pub Date : 2023-11-14 DOI: 10.15376/biores.19.1.245-256
Zhijian Liu, Honghong Wang, Zhi-xin Xiong, Yunchao Hu, Haoran Huang, Ying Wang, Xianzhi Wu, Long Liang
In NIR spectral modeling, the method of screening wavelengths with consistent stable signals (SWCSS) is based on a standard-free algorithm. However, the wavelengths selected by SWCSS may contain invalid information. In this paper, the Competitive Adaptive Reweighted Sampling (CARS) wavelength optimization algorithm was used in conjunction with SWCSS to eliminate the uninformative variables in the wavelengths selected by SWCSS. The SWCSS-CARS method was based on three near-infrared spectrometers (Lengguang 1, Lengguang 2, and Lengguang 3), with Lengguang 1 as the master and the other two instruments as the targets, using a total of 84 sample spectra of five types of pulpwood and their lignin contents as the research objects. Compared with the full spectrum, the number of wavelengths was reduced from 1601 to 24 in the model built using the coupling algorithm. For target 1, the value of RPD was improved from 1.9247 to 3.1880; for target 2, t the value of RPD was improved from 1.7415 to 3.2508. The wavelengths selected by the SWCSS-CARS coupling algorithm were able to build stable, robust models.
在近红外光谱建模中,筛选具有一致稳定信号的波长(SWCSS)的方法是基于一种无标准算法。然而,SWCSS 筛选出的波长可能包含无效信息。本文将竞争性自适应重加权采样(CARS)波长优化算法与 SWCSS 结合使用,以消除 SWCSS 所选波长中的无效变量。SWCSS-CARS 方法基于三台近红外光谱仪(冷光 1 号、冷光 2 号和冷光 3 号),以冷光 1 号为主,其他两台为辅,以五种纸浆木材及其木质素含量的共 84 个样品光谱为研究对象。与全光谱相比,在使用耦合算法建立的模型中,波长数从 1601 个减少到 24 个。目标 1 的 RPD 值从 1.9247 提高到 3.1880;目标 2 的 RPD 值从 1.7415 提高到 3.2508。SWCSS-CARS 耦合算法所选择的波长能够建立稳定、稳健的模型。
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引用次数: 0
Ecological stoichiometry within plant organs of four forest trees in Sygera National Forest 锡格拉国家森林公园四种林木植物器官内的生态平衡量
IF 1.5 4区 农林科学 Q2 MATERIALS SCIENCE, PAPER & WOOD Pub Date : 2023-11-14 DOI: 10.15376/biores.19.1.210-227
Jiaxiang Wang, Luqi Wang, Yueyao Li
Four typical forest types in Sygera Mountain, namely, Pinus armandii (PA), Picea likiangensis var. linzhiensis (PLL), Abies georgei var. smithii (AGS), and Juniperus saltuaria (JS) were considered using methods such as analysis of variance and stoichiometry. Effects of changes of nutrient content and stoichiometric ratio of various organs of arbor plants were evaluated. Compared with global plant nutrients, this study area had lower N and P contents. The growth of the Juniperus saltuaria forest was jointly restricted by N and P, and as the environmental gradient decreased, the growth of the other three forest types changed from N and P joint restrictions to N restrictions. The distribution order of element content in various organs among different forest types was consistent as follows: leaf>branch>root>trunk. There was a strong domestication reaction between N and P contents. This led to a significantly higher C/N ratio of the square branch Berlin compared to the other three forest types, while the C/P and N/P ratios were opposite. This may be due to the “optimal allocation principle” of nutrients in various organs under different environmental conditions. The nutrient allocation patterns of plant organs in different forest types were not the same, which reflects the differences in life strategies and nutrient utilization among different forest species.
采用方差分析和化学计量学等方法,对锡格拉山的四种典型森林类型进行了研究,这四种森林类型分别是桢楠(Pinus armandii,PA)、桢楠(Picea likiangensis var. linzhiensis,PLL)、桤木(Abies georgei var. smithii,AGS)和杜松(Juniperus saltuaria,JS)。评估了乔木植物各器官养分含量和化学计量比变化的影响。与全球植物养分相比,该研究区域的氮和磷含量较低。杜松林的生长受到氮和磷的共同限制,随着环境梯度的降低,其他三种森林类型的生长由氮和磷的共同限制变为氮的限制。不同森林类型中各器官元素含量的分布顺序一致:叶>枝>根>树干。N 和 P 含量之间存在强烈的驯化反应。这导致方枝柏林的 C/N 比值明显高于其他三种森林类型,而 C/P 比值和 N/P 比值则相反。这可能是不同环境条件下各器官养分的 "最优分配原则 "所致。不同森林类型植物器官的养分分配模式并不相同,这反映了不同森林物种在生活策略和养分利用方面的差异。
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引用次数: 0
Characterization and modification of biochar from a combined heat and power (CHP) plant for amending sandy soils collected from wild blueberry fields 热电联产(CHP)厂生物炭的特性和改良,用于改良从野生蓝莓田收集的沙质土壤
IF 1.5 4区 农林科学 Q2 MATERIALS SCIENCE, PAPER & WOOD Pub Date : 2023-11-14 DOI: 10.15376/biores.19.1.228-244
Abigayl Novak, Ling Li, Jay Wason, Jinwu Wang, Yong-Jiang Zhang
Wild (or lowbush) blueberries (Vaccinium angustifolium Ait.) undergo severe drought impacts due to climate warming because they grow in sandy soils with poor water retention. The feasibility was studied for using biochar in a forest biomass-fueled combined heat and power (CHP) plant to amend the sandy soils. The chemico-physical properties (e.g., bulk density, moisture content, porosity, pH) of the biochar were measured. An acid treatment method (1% to 3% acidic or citric acid solution) was developed to decrease the biochar pH from 11.4 to neutral or lower, aiming to aid in weed control in wild blueberry fields. The water holding capacity (WHC) of sandy soils (S) mixed with biochar (B) (Type I) and sandy soils mixed with both biochar and fertilizer (Type II) at four ratios of 100S:0B (control), 50S:50B, 30S:70B, and 10S:90B were measured. The biochar generated from the CHP plant had comparable physical properties (such as bulk density, porosity, pH, and surface area) with woody biochar made from pyrolysis. The acid treatment method significantly lowered the pH to a range of 5.0 to 6.5. The 50:50 mixing ratio for both Type I and Type II increased the water holding capacity by about 20% compared with control groups.
野生(或低丛)蓝莓(Vaccinium angustifolium Ait.)由于生长在保水性差的沙质土壤中,会受到气候变暖带来的严重干旱影响。我们研究了在以森林生物质为燃料的热电联产(CHP)工厂中使用生物炭来改良沙质土壤的可行性。对生物炭的化学物理特性(如体积密度、含水量、孔隙度、pH 值)进行了测量。开发了一种酸处理方法(1% 至 3% 的酸性或柠檬酸溶液),将生物炭的 pH 值从 11.4 降至中性或更低,旨在帮助野生蓝莓田控制杂草。测量了沙质土壤(S)与生物炭(B)混合(类型 I)以及沙质土壤与生物炭和肥料混合(类型 II)的持水量(WHC),四种比例分别为 100S:0B(对照)、50S:50B、30S:70B 和 10S:90B。热电厂产生的生物炭的物理特性(如体积密度、孔隙率、pH 值和表面积)与热解产生的木质生物炭相当。酸处理方法大大降低了 pH 值,使其在 5.0 至 6.5 之间。与对照组相比,I 型和 II 型的 50:50 混合比例使持水能力提高了约 20%。
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引用次数: 0
Experimental study on modified fruit shell carbon for methane adsorption and decarbonization 用于甲烷吸附和脱碳的改性果壳碳实验研究
IF 1.5 4区 农林科学 Q2 MATERIALS SCIENCE, PAPER & WOOD Pub Date : 2023-11-10 DOI: 10.15376/biores.19.1.195-209
Yan Mao, Li Huang, Zhiqiang Hao, Hongge Tao, Chunyao Qing, Shengyong Liu, Guangtao Wang, Qingyan Ma
Modification of activated carbon has the potential to improve its adsorption and separation capacity. Different concentrations of ammonia (6%, 9%, 12%, 15%) and treatment times (4 h, 6 h, 8 h, 10 h) were used to modify jujube shell carbon and coconut shell carbon in ultrasonic washing equipment. Biogas adsorption experiments were carried out with modified activated carbon to study the effect of adsorption and decarbonization on activated carbon surface functional groups. After modification, the surface alkaline functional groups of activated carbon increased, the acidic functional groups decreased, and the adsorption performance of CO2 was enhanced. In addition, the specific surface area and total pore volume of activated carbon decreased, the average pore size increased, and the degree of graphitization increased. In the experimental research range, under ultrasonic conditions, jujube shell carbon impregnated with 12% ammonia water for 4 h and coconut shell carbon impregnated with 9% ammonia water for 10 h had the best modification effect. The adsorption capacity for CO2 was 1.83 and 1.745 mmol/g, respectively, which increased by 0.8 mmol/g and 0.599 mmol/g, respectively, compared with the unmodified sample.
对活性炭进行改性可提高其吸附和分离能力。在超声波洗涤设备中,使用不同浓度的氨水(6%、9%、12%、15%)和处理时间(4 h、6 h、8 h、10 h)对枣壳炭和椰壳炭进行改性。用改性活性炭进行沼气吸附实验,研究吸附和脱碳对活性炭表面官能团的影响。改性后,活性炭表面碱性官能团增加,酸性官能团减少,对 CO2 的吸附性能增强。此外,活性炭的比表面积和总孔体积减小,平均孔径增大,石墨化程度提高。在实验研究范围内,在超声波条件下,用 12% 的氨水浸渍 4 小时的枣壳炭和用 9% 的氨水浸渍 10 小时的椰壳炭的改性效果最好。对二氧化碳的吸附容量分别为 1.83 和 1.745 mmol/g,与未改性样品相比,分别增加了 0.8 mmol/g 和 0.599 mmol/g。
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引用次数: 0
Classification analysis of copy papers using infrared spectroscopy and machine learning modeling 利用红外光谱和机器学习模型对复印纸进行分类分析
IF 1.5 4区 农林科学 Q2 MATERIALS SCIENCE, PAPER & WOOD Pub Date : 2023-11-10 DOI: 10.15376/biores.19.1.160-182
Y. Lee, T. Lee, H. Kim
The evaluation and classification of chemical properties in different copy-paper products could significantly help address document forgery. This study analyzes the feasibility of utilizing infrared spectroscopy in conjunction with machine learning algorithms for classifying copy-paper products. A dataset comprising 140 infrared spectra of copy-paper samples was collected. The classification models employed in this study include partial least squares-discriminant analysis, support vector machine, and K-nearest neighbors. The key findings indicate that a classification model based on the use of attenuated-total-reflection infrared spectroscopy demonstrated good performance, highlighting its potential as a valuable tool in accurately classifying paper products and ensuring assisting in solving criminal cases involving document forgery.
对不同复印纸产品的化学特性进行评估和分类可大大有助于解决文件伪造问题。本研究分析了利用红外光谱和机器学习算法对复印纸产品进行分类的可行性。研究收集了 140 个复印纸样本的红外光谱数据集。本研究采用的分类模型包括偏最小二乘判别分析、支持向量机和 K 最近邻。主要研究结果表明,基于衰减-全反射红外光谱法的分类模型表现出良好的性能,凸显了其作为一种有价值的工具的潜力,可对纸制品进行准确分类,确保协助侦破涉及伪造文件的刑事案件。
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引用次数: 0
The effect of vermiculite on flame retardancy, physical and mechanical properties of wood plastic composites 蛭石对木塑复合材料阻燃性、物理和机械性能的影响
IF 1.5 4区 农林科学 Q2 MATERIALS SCIENCE, PAPER & WOOD Pub Date : 2023-11-10 DOI: 10.15376/biores.19.1.183-194
Harun Diler, Sefa Durmaz, Mehmer Acar, Ugur Aras, Y. Z. Erdil
The effect of expanded vermiculite (e-VMT) was evaluated relative to the physical, mechanical, and flame retardancy performance of flat-pressed wood plastic composites (WPCs). Various contents of e-VMT (2.5, 5, 7.5, 10, 15%) were added instead of wood flour (WF) to the matrix. Due to the hydrophilic nature of the WF, water absorption (WA) and thickness swelling (TS) of WPCs increased as compared to neat polymer-based panels. Meanwhile, e-VMT incorporation limited the WA and TS values. As expected, the lowest WA and TS values were obtained from the highest e-VMT-reinforced WPCs. The addition of e-VMT was also found to enhance the mechanical properties of WPCs. As the e-VMT content increased and the WF content decreased, there was an improvement in flexural strength, modulus of elasticity (MOE), and tensile strength. Compared to the neat polymer panels, the MOE of WPCs increased by up to 77%. Additionally, the flame retardancy performance of WPCs improved with e-VMT reinforcement, with limiting oxygen index (LOI) values increasing up to 24%. Scanning electron microscopy (SEM) images also demonstrated the favorable integration of e-VMT with matrix, thereby improving the mechanical properties. The inconsistency between WF and polymer was also well-observed, highlighting the tendency of WF to interact easily with water.
评估了膨胀蛭石(e-VMT)对平压木塑复合材料(WPCs)的物理、机械和阻燃性能的影响。在基体中添加了不同含量的 e-VMT(2.5、5、7.5、10、15%)以代替木粉(WF)。由于木粉具有亲水性,与纯聚合物板材相比,木塑复合材料的吸水率(WA)和厚度膨胀率(TS)都有所增加。同时,e-VMT 的加入限制了 WA 值和 TS 值。正如预期的那样,e-VMT 增强型木塑的 WA 值和 TS 值最低。添加 e-VMT 还能增强木塑复合材料的机械性能。随着 e-VMT 含量的增加和 WF 含量的减少,弯曲强度、弹性模量(MOE)和拉伸强度都有所提高。与纯聚合物板材相比,木塑复合材料的 MOE 增加了 77%。此外,使用 e-VMT 增强材料后,木塑复合板的阻燃性能也得到了改善,极限氧指数(LOI)值最高提高了 24%。扫描电子显微镜(SEM)图像也显示了 e-VMT 与基体的良好结合,从而改善了机械性能。WF 与聚合物之间的不一致性也得到了很好的观察,这突出了 WF 易于与水相互作用的趋势。
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引用次数: 0
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