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Compressive Performance of Fiber Reinforced Recycled Aggregate Concrete by Basalt Fiber Reinforced Polymer-Polyvinyl Chloride Composite Jackets 被引量:1
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作者 Zhijie Fan Huaxin Liu +2 位作者 Genjin Liu Xuezhi Wang Wenqi Cui 《Journal of Renewable Materials》 SCIE EI 2023年第4期1763-1791,共29页
The development of recycled aggregate concrete(RAC)provides a new approach to limiting the waste of natural resources.In the present study,the mechanical properties and deformability of RACs were improved by adding ba... The development of recycled aggregate concrete(RAC)provides a new approach to limiting the waste of natural resources.In the present study,the mechanical properties and deformability of RACs were improved by adding basalt fibers(BFs)and using external restraints,such as a fiber-reinforced polymer(FRP)jacket or a PVC pipe.Samples were tested under axial compression.The results showed that RAC(50%replacement of aggregate)containing 0.2%BFs had the best mechanical properties.Using either BFs or PVC reinforcement had a slight effect on the loadbearing capacity and mode of failure.With different levels of BFs,the compressive strengths of the specimens reinforced with 1-layer and 3-layer basalt fiber reinforced polymer(BFRP)increased by 6.7%–10.5%and 16.5%–23.7%,respectively,and the ultimate strains increased by 48.5%–80.7%and 97.1%–141.1%,respectively.The peak stress of the 3-layer BFRP-PVC increased by 42.2%,and the ultimate strain improved by 131.3%,relative to the control.This reinforcement combined the high tensile strength of BFRP,which improved the post-peak behavior,and PVC,which enhanced the structural durability.In addition,to investigate the influence of the various constraints on compressive behavior,the stress-strain response was analyzed.Based on the analysis of experimental results,a peak stress-strain model and an amended ultimate stress-strain model were proposed.The models were verified as well;the result showed that the predictions from calculations are generally consistent with the experimental data(error within 10%).The results of this study provide a theoretical basis and reference for future applications of fiber-reinforced recycled concrete. 展开更多
关键词 basalt fiber reinforced polymer polyvinyl chloride recycled aggregate concrete axial compression performance stress-strain relationships stress-strain model
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The Influence of Steel and Basalt Fibers on the Shear and Flexural Capacity of Reinforced Concrete Beams
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作者 Julita Krassowska Andrzej Lapko 《Journal of Civil Engineering and Architecture》 2013年第7期789-795,共7页
To improve the shear and flexural capacity of flexural members, the steel and basalt fibers were used in model beams tested under flexure. Three series of single span free supported model beams were prepared from SFRC... To improve the shear and flexural capacity of flexural members, the steel and basalt fibers were used in model beams tested under flexure. Three series of single span free supported model beams were prepared from SFRC (steel fiber reinforced concrete) with longitudinal steel reinforcement (steel ratio of 1.2 %) and varied spacing of steel stirrups and they were tested till failure. Another three series of BFRC (basalt fiber reinforced concrete) double-span model beams with a span of 2 mm~ 1,000 mm and cross section 180 mm ~ 80 mm were tested. During the tests till to the failure the beam reactions, vertical deflections and horizontal strains in concrete were registered, to clarify the range of redistribution of bending moments and shear forces over the span of the beams. Almost all the tested model beams failed in shear, showing visible influence of steel and basalt fibers on the shear capacity of the tested beams. The tests results confirmed that steel and basalt fibers in reinforced concrete beams can partially replace (in certain cases) the traditional steel stirrups calculated for shear. 展开更多
关键词 Steel and basalt fiber reinforced concrete STIRRUPS shear capacity.
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Fiber-Reinforced Polymers Based Rebar and Stirrup Reinforcing Concrete Structures
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作者 Marco Lindner Konrad Vanselow +1 位作者 Sandra Gelbrich Lothar Kroll 《材料科学与工程(中英文A版)》 2018年第2期47-54,共8页
关键词 聚合物基 增强纤维 体结构 纤维塑料 应用程序 纤维增强 测试验证 交通线路
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Strengthening effects of BFRP on reinforced concrete beams 被引量:5
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作者 黄丽华 李宇婧 王跃方 《Journal of Southeast University(English Edition)》 EI CAS 2013年第2期182-186,共5页
Reinforced concrete (RC) beams externally bonded with basalt fiber reinforced polymer (BFRP) are experimentally investigated by using different numbers of bonding plies, transverse anchorages as well as the initia... Reinforced concrete (RC) beams externally bonded with basalt fiber reinforced polymer (BFRP) are experimentally investigated by using different numbers of bonding plies, transverse anchorages as well as the initial conditions of strengthened beams. The performances of the BFRP strengthening are compared with those of the carbon fiber reinforced polymer (CFRP) and the glass fiber reinforced polymer (GFRP) under the same experimental condition. Experimental results indicate that the strength and ductility of the strengthened beam with two plies of the BFRP are improved remarkably than those with one ply. The strengthening effects of the BFRP lie between those of the CFRP and the GFRP. The BFRP strengthening is little influenced by pre-cracks of concrete. Most failures are caused by interfaciai debonding induced by flexural cracks in the experiment. Clamping of Uwraps along the whole beam is less efficient than endpoint anchorage for increasing the ultimate load of the strengthened beam. Finally, the models suggested by the five guidelines for predicting the debonding strain of the CFRP are extended to the BFRP and the conservative estimates of the debonding strain of the BFRP are given as well. 展开更多
关键词 basalt fiber reinforced polymer (BFRP) strengthening reinforced concrete beam EXPERIMENT stren^thenin~ zuidelines
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Experimental study on the durability of BFRP bars embedded in concrete 被引量:4
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作者 朱莹 吴刚 +2 位作者 董志强 汪昕 吴智深 《Journal of Southeast University(English Edition)》 EI CAS 2014年第3期323-329,共7页
This paper presents an experimental study on the alkali-resistant properties of basalt fiber reinforced polymers (BFRP) bars under a typical concrete environment. BFRP bars were embedded in concrete and exposed to d... This paper presents an experimental study on the alkali-resistant properties of basalt fiber reinforced polymers (BFRP) bars under a typical concrete environment. BFRP bars were embedded in concrete and exposed to different aggressive environments, including tap water, saline solution and ambient temperature environments, to study the effects of the type of solution and relative humidity (RH) on the durability of BFRP. Meanwhile, BFRP bars were directly immersed in an alkaline solution for comparison. The acceleration factor describing the relationship between the alkaline solution immersion and the moisture-saturated concrete was also obtained. Aging was accelerated with a temperature of 60 ℃. The results show that the chloridion in the saline solution does not have any harmful effects on the degradation of the concrete-encased BFRP bars. Contact with an alkaline (high pH) concrete pore-water solution is the primary reason for the degradation of the BFRP bars. The degradation rate of concrete-encased BFRP bars is accelerated when a high temperature and a high humidity are present simultaneously. The degradation rate of the BFRP bars is relatively quick at the initial stage and slows down with exposure time. Results show that the degradation of 2.18 years in moisture-saturated concrete at 60 ℃corresponds to that of one year when directly immersed in an alkaline solution (other conditions remaining the same) for the BFRP bars analyzed. 展开更多
关键词 concrete basalt fiber reinforced polymers (BFRP) bar DURABILITY alkalinity environment chloride environment acceleration factor
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冻融循环作用后BFRC宏微观性能的灰熵法分析 被引量:6
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作者 赵燕茹 王志慧 +1 位作者 王磊 范晓奇 《建筑材料学报》 EI CAS CSCD 北大核心 2019年第1期45-53,共9页
通过玄武岩纤维混凝土(BFRC)的快速冻融试验和微观孔结构试验,研究了2种冻融介质(水和质量分数为3.5%NaCl溶液)条件下BFRC相对动弹性模量、冻融损伤度以及强度的变化规律,分析了孔结构参数(含气量、孔比表面积、气泡间距系数和气泡平均... 通过玄武岩纤维混凝土(BFRC)的快速冻融试验和微观孔结构试验,研究了2种冻融介质(水和质量分数为3.5%NaCl溶液)条件下BFRC相对动弹性模量、冻融损伤度以及强度的变化规律,分析了孔结构参数(含气量、孔比表面积、气泡间距系数和气泡平均弦长)与BFRC抗压强度、抗折强度和冻融损伤度的关系,采用灰熵法探讨了BFRC孔结构参数对其抗压强度、抗折强度以及冻融损伤度的影响规律.结果表明:BFRC强度随其含气量、气泡间距系数、气泡平均弦长的增加而减小,而冻融损伤度随上述3个孔结构参数的增加而增加;BFRC强度随其孔比表面积的增加而增加,而冻融损伤度随孔比表面积的增加而减小;对BFRC抗压强度、抗折强度影响最大的因素均为孔比表面积;影响BFRC冻融损伤度的主要因素为气泡间距系数和气泡平均弦长,这2个因素随冻融循环次数、玄武岩纤维掺量的变化而变化. 展开更多
关键词 玄武岩纤维混凝土 冻融损伤度 灰熵 孔结构参数
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基于搜索锥算法的纤维分布特征及对BFRC的增强机制 被引量:6
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作者 陈新明 史玉良 +3 位作者 焦华喆 靳翔飞 吴亚闯 谭毅 《材料导报》 EI CAS CSCD 北大核心 2021年第4期4061-4066,共6页
混凝土基体内部纤维的取向、分布及纤维的接触点是影响纤维混凝土力学性能的重要因素,也是目前研究的薄弱环节。本实验研究纤维掺量对玄武岩纤维增强混凝土(BFRC)三轴力学性能的增强机制,采用CT技术和搜索锥算法实现BF的获取与识别,重... 混凝土基体内部纤维的取向、分布及纤维的接触点是影响纤维混凝土力学性能的重要因素,也是目前研究的薄弱环节。本实验研究纤维掺量对玄武岩纤维增强混凝土(BFRC)三轴力学性能的增强机制,采用CT技术和搜索锥算法实现BF的获取与识别,重点分析纤维掺量在1.5 kg/m3、3 kg/m3、4.5 kg/m3时BF分布角度、效率指数及接触点变化规律,揭示纤维形态学特征对BFRC力学性能的增强机理。结果表明:纤维掺量保持不变,峰值应力随围压的增大而增大;围压保持2 MPa不变,随着纤维掺量的提高,材料的峰值应力先增加后下降,最佳掺量为3 kg/m3,此时峰值应力为44.48 MPa,相比普通混凝土增加了99.64%。纤维追踪后发现:纤维在混凝土基体中乱向分布;在笛卡尔坐标系Z轴的方向角γ下,80~90°范围内纤维分布较多,纤维倾向于水平放置,近似与竖向裂缝垂直;在方向角α下,30~50°范围内纤维分布较多,对于控制斜向裂缝最为有利;不同掺量下的纤维效率指数eiy分别为0.57、0.65、0.55,进一步说明纤维倾向于平行Y轴;随着纤维掺量的增加(1.5 kg/m^3、3 kg/m^3、4.5 kg/m^3),纤维接触率分别为0%、25%、49%,纤维结团现象愈发明显,三轴强度分别为26.63 MPa、44.48 MPa、42.43 MPa,纤维接触在一定程度上影响BFRC的三轴力学性能。 展开更多
关键词 玄武岩纤维增强混凝土 搜索锥算法 纤维接触点 三维乱向分布 增强机制
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浸胶短切BFRC抗冻融性能试验 被引量:2
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作者 孙一民 张健 李忠良 《混凝土》 CAS 北大核心 2020年第2期25-27,32,共4页
针对浸胶短切玄武岩纤维对增强混凝土(BFRC)耐久性的作用,通过试验测试其相对动弹性模量和质量损失的方法,研究冻融循环对材料性能的不利影响,并进行回归分析。试验结果表明:掺入浸胶短切玄武岩纤维以后,改变了原有基材的力学性能。与... 针对浸胶短切玄武岩纤维对增强混凝土(BFRC)耐久性的作用,通过试验测试其相对动弹性模量和质量损失的方法,研究冻融循环对材料性能的不利影响,并进行回归分析。试验结果表明:掺入浸胶短切玄武岩纤维以后,改变了原有基材的力学性能。与普通混凝土相比BFRC经过冻融循环后其相对动弹性模量下降缓慢,而且其质量损失明显减缓,这与混凝土的内部结构改变直接相关。对于掺入固定体积率的浸胶短切BFRC的冻融循环次数与相对动弹性模量下降百分比、冻融循环次数与质量损失百分比之间的关系均可以用二次多项式回归公式进行预测,且拟合度很高。 展开更多
关键词 浸胶短切玄武岩纤维增强混凝土 试验研究 动弹性模量 质量损失 抗冻融性
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BFRC中玄武岩纤维分散性与弯曲韧性试验研究 被引量:11
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作者 邓宗才 丁建明 《混凝土与水泥制品》 北大核心 2020年第1期47-50,共4页
提出了一种有助于纤维分散的搅拌工序,给出了一种测量纤维分散性的简易方法,分析了不同纤维掺量(5 kg/m^3、10 kg/m^3、15 kg/m^3)对玄武岩纤维混凝土(BFRC)的纤维分散性、基本力学性能及弯曲韧性的影响。结果表明,搅拌工序可使纤维在... 提出了一种有助于纤维分散的搅拌工序,给出了一种测量纤维分散性的简易方法,分析了不同纤维掺量(5 kg/m^3、10 kg/m^3、15 kg/m^3)对玄武岩纤维混凝土(BFRC)的纤维分散性、基本力学性能及弯曲韧性的影响。结果表明,搅拌工序可使纤维在基体中均匀分散,亦可降低纤维在搅拌过程中的损伤;随纤维掺量的增加,BFRC力学性能先提高后降低,其对BFRC弯曲韧性试验中的峰值强度、残余强度及弯曲韧性值的影响规律亦是如此;BFRC的力学性能及弯曲韧性在纤维掺量为10 kg/m^3时最佳。 展开更多
关键词 玄武岩纤维混凝土 分散性 峰值强度 残余强度 弯曲韧性值
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Flexural Experimental Study on Continuous Reinforced Concrete Beams Strengthened with Basalt Fiber Reinforced Polymer/Plastic 被引量:9
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作者 欧阳利军 陆洲导 陈惟珍 《Journal of Shanghai Jiaotong university(Science)》 EI 2012年第5期613-618,共6页
This paper discusses a new fibrous composite known as continuous basalt fiber reinforced polymer /plastic(BFRP).Compared with other fiber reinforced polymer/plastic,BFRP has many advantages,such as ductility,high ther... This paper discusses a new fibrous composite known as continuous basalt fiber reinforced polymer /plastic(BFRP).Compared with other fiber reinforced polymer/plastic,BFRP has many advantages,such as ductility,high thermal resistance,corrosion resistance and economic cost.To test mechanical properties and failure modes of flexural members strengthened with BFRP,flexural experiment is conducted on four two-span T-section continuous beams strengthened with BFRP and one un-strengthened comparative beam.The experimental result shows that the strengthened beams perform remarkably in terms of yield strength,ultimate strength and ductility.BFRP has good prospects in retrofitting and strengthening of concrete structures which require good ductility and corrosion resistance. 展开更多
关键词 basalt fiber reinforced polymer/plastic(BFRP) concrete continuous beams bearing capacity failure mode
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短切BFRC力学性能及机场道面工程应用 被引量:7
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作者 孙一民 李忠良 张健 《沈阳工业大学学报》 EI CAS 北大核心 2019年第6期699-704,共6页
针对机场跑道道面开裂和耐久性不足的问题,提出将力学性能优越的玄武岩纤维增强混凝土(BFRC)应用到机场道面中.对BFRC在不同纤维体积掺量下的抗压强度变化规律进行了研究,利用数值模拟方法对B737-300、SU-27、EL-76三种典型机型轮载作... 针对机场跑道道面开裂和耐久性不足的问题,提出将力学性能优越的玄武岩纤维增强混凝土(BFRC)应用到机场道面中.对BFRC在不同纤维体积掺量下的抗压强度变化规律进行了研究,利用数值模拟方法对B737-300、SU-27、EL-76三种典型机型轮载作用下的BFRC机场道面产生的应力、应变和位移进行分析.结果表明,随着纤维掺量的增加,BFRC的抗压和抗劈拉强度呈现先增加、后放缓再下降的变化趋势.BFRC在三种典型机型轮载作用下的应力、应变和位移均满足要求,BFRC具备塑性特征,在机场道面上的应用是安全的. 展开更多
关键词 玄武岩纤维增强混凝土 试验研究 数值模拟 抗压强度 抗劈拉强度 纤维掺量 机场道面 轮载
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短切BFRC复合建筑材料增强增韧机理分析 被引量:5
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作者 孙一民 李忠良 +1 位作者 张健 杨璐 《沈阳工业大学学报》 EI CAS 北大核心 2018年第6期702-707,共6页
为了研究玄武岩纤维增强混凝土(BFRC)力学特性及纤维对混凝土的增强增韧作用,通过理论分析和电镜扫描细观分析方法,对直掺法和预处理法两种制备工艺制作的BFRC进行力学性能和受力机理研究.试验结果表明:纤维自身几何特性、力学性能、体... 为了研究玄武岩纤维增强混凝土(BFRC)力学特性及纤维对混凝土的增强增韧作用,通过理论分析和电镜扫描细观分析方法,对直掺法和预处理法两种制备工艺制作的BFRC进行力学性能和受力机理研究.试验结果表明:纤维自身几何特性、力学性能、体积掺率、纤维与混凝土界面的粘结力是影响纤维混凝土增强增韧效果的重要因素;电镜扫描细观分析方法是研究复合材料性能机理的一种有效手段;预处理法工艺制备的纤维混凝土内部孔隙率、纤维分散性以及与混凝土的粘结状况等均优于直掺法. 展开更多
关键词 玄武岩纤维增强混凝土 力学性能 机理研究 复合材料理论 纤维间距理论 电镜扫描 直掺法 预处理法
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Structural performance of a façade precast concrete sandwich panel enabled by a bar-type basalt fiber-reinforced polymer connector 被引量:1
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作者 Junqi HUANG Qing JIANG +2 位作者 Xun CHONG Xianguo YE Caihua LIU 《Frontiers of Structural and Civil Engineering》 SCIE EI CSCD 2023年第1期122-137,共16页
In this study,a novel diagonally inserted bar-type basalt fiber reinforced polymer(BFRP)connector was proposed,aiming to achieve both construction convenience and partially composite behavior in precast concrete sandw... In this study,a novel diagonally inserted bar-type basalt fiber reinforced polymer(BFRP)connector was proposed,aiming to achieve both construction convenience and partially composite behavior in precast concrete sandwich panels(PCSPs).First,pull-out tests were conducted to evaluate the anchoring performance of the connector in concrete after exposure to different temperatures.Thereafter,direct shear tests were conducted to investigate the shear performance of the connector.After the test on the individual performance of the connector,five façade PCSP specimens with the bar-type BFRP connector were fabricated,and the out-of-plane flexural performance was tested under a uniformly distributed load.The investigating parameters included the panel length,opening condition,and boundary condition.The results obtained in this study primarily indicated that 1)the bar-type BFRP connector can achieve a reliable anchorage system in concrete;2)the bar-type BFRP connector can offer sufficient stiffness and capacity to achieve a partially composite PCSP;3)the boundary condition of the panel considerably influenced the out-of-plane flexural performance and composite action of the investigated façade PCSP. 展开更多
关键词 precast concrete sandwich panel basalt fiber reinforced polymer pull-out performance shear performance out-of-plane flexural performance
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Deformation Damage and Energy Evolution of Basalt Fiber Reinforced Concrete under the Triaxial Compression
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作者 LU Yufen FANG Congyan +1 位作者 LIN Jiajian ZHUANG Huaxia 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2023年第4期359-368,共10页
To explore the law of energy evolution and the change of damage before and after specimen failure,the conventional triaxial compression tests(5,10,15,20,and 30 MPa)of basalt fiber reinforced concrete(BFRC)with differe... To explore the law of energy evolution and the change of damage before and after specimen failure,the conventional triaxial compression tests(5,10,15,20,and 30 MPa)of basalt fiber reinforced concrete(BFRC)with different fiber volume fractions(0,0.2%and 0.4%)were carried out by MTS816 rock testing system,and the cyclic loading and unloading tests of BFRC with a fiber content of 0.2%were carried out.The experimental results show that the peak strength and strain of BFRC increase with the increase of confining pressure.Tensile failure occurs under low confining pressure,and shear failure occurs under high confining pressure.The best volume fraction of fiber is 0.2%.Under different confining pressures,the input energy,elastic energy,plastic properties,and dissipated energy of the samples first increase and then decrease to a stable level.The elastic energy and dissipated energy reach the maximum near the peak stress,while the input energy and plastic properties reach the maximum at the peak.At the same time,the damage increases continuously with the input of load under different confining pressures,indicating that the failure of the specimen is a process of energy accumulation. 展开更多
关键词 basalt fiber reinforced concrete triaxial compression cyclic loading and unloading energy evolution
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玄武岩纤维棒聚合物混凝土的弯曲韧性 被引量:2
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作者 崔圣爱 徐李麟 +1 位作者 饶家锐 曹卓颖 《建筑材料学报》 EI CAS CSCD 北大核心 2024年第2期99-105,共7页
研究了玄武岩纤维棒(BFB)的纤维增强指数I_(R)对玄武岩纤维棒聚合物混凝土(BFB-PC)韧性指标T_((2(n-1)))(n)的影响,通过分形理论探究了T_((2(n-1)))(n)与裂缝形貌的关系,并建立了弯曲韧性计算模型.结果表明:当IR=90.0时,BFB对BFB-PC的... 研究了玄武岩纤维棒(BFB)的纤维增强指数I_(R)对玄武岩纤维棒聚合物混凝土(BFB-PC)韧性指标T_((2(n-1)))(n)的影响,通过分形理论探究了T_((2(n-1)))(n)与裂缝形貌的关系,并建立了弯曲韧性计算模型.结果表明:当IR=90.0时,BFB对BFB-PC的增韧效果最优,此时BFB-PC的弯曲韧性比未掺BFB时提升了8.39倍;BFB的增韧阈值为IR=37.5和IR=90.0;当IR相同时,与未掺聚合物的混凝土相比,聚灰比为0.06的BFB-PC T_((2(n-1)))(n)更高;IR越大裂缝形貌越复杂,T(2(n-1))(n)与裂缝分形维数呈二次函数关系;本文提出的弯曲韧性计算模型准确描述了BFB对PC梁的增韧作用,其试验值与理论值的相对误差小于15.00%. 展开更多
关键词 聚合物混凝土 玄武岩纤维棒 纤维增强指数 韧性指标 分形维数
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BFRP筋回收轮胎钢纤维混凝土黏结性能分析 被引量:1
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作者 范小春 黄祎晨 +1 位作者 张澳 徐伟 《东南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2024年第2期389-397,共9页
对玄武岩纤维增强复合材料(BFRP)筋在回收轮胎钢纤维(RTSF)混凝土中的黏结性能进行了试验和分析研究.对不同RTSF体积掺量、BFRP筋直径和嵌入长度的试件进行了拉拔试验,研究其对黏结破坏模式、黏结滑移响应和黏结强度的影响,并提出了BFRP... 对玄武岩纤维增强复合材料(BFRP)筋在回收轮胎钢纤维(RTSF)混凝土中的黏结性能进行了试验和分析研究.对不同RTSF体积掺量、BFRP筋直径和嵌入长度的试件进行了拉拔试验,研究其对黏结破坏模式、黏结滑移响应和黏结强度的影响,并提出了BFRP筋RTSF混凝土的黏结滑移理论模型.结果表明:BFRP筋RTSF混凝土黏结破坏类型包括拔出破坏、劈裂破坏以及拔出且劈裂破坏;BFRP筋直径对黏结破坏模式无显著影响,而RTSF体积掺量、BFRP筋直径和嵌入长度均对黏结强度有较大影响,且RTSF体积掺量与极限黏结强度呈正相关,BFRP筋直径和嵌入长度对其影响与之相反;当RTSF体积掺量从0增大至1.5%时,其极限黏结强度最大可提高约23.87%.与已有模型相比,所提出的黏结滑移理论模型对BFRP筋RTSF混凝土的黏结滑移曲线具有更高的拟合精度. 展开更多
关键词 BFRP筋 回收轮胎钢纤维(RTSF)混凝土 拉拔试验 黏结应力-滑移曲线
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冻融循环下玄武岩纤维混凝土冲击力学性能预测模型
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作者 李艳 何峻宇 +5 位作者 翟越 李昌昊 贾宇 谢梓涵 殷溥隆 梁文彪 《西安科技大学学报》 CAS 北大核心 2024年第4期768-777,共10页
冻融循环下纤维混凝土的劣化规律是寒区服役混凝土工程安全性和耐久性评价的重要依据,现有服役混凝土工程的安全性和耐久性评价的研究具有工作量大、成本高、周期长等特点,构建基于机器学习的高精度力学性能预测模型已成为本领域研究热... 冻融循环下纤维混凝土的劣化规律是寒区服役混凝土工程安全性和耐久性评价的重要依据,现有服役混凝土工程的安全性和耐久性评价的研究具有工作量大、成本高、周期长等特点,构建基于机器学习的高精度力学性能预测模型已成为本领域研究热点。为探究冻融循环后玄武岩纤维混凝土冲击力学性能的高精度预测模型,采用SHPB装置对冻融循环后BFRC开展动态冲击压缩力学性能试验,并构建机器学习-Optuna混合预测模型,对60组以玄武岩纤维体积掺量、冻融循环次数、动荷载冲击速度为影响因素建立的动态峰值应力样本数据集进行预测。结果表明:k近邻、Lasso、多层感知机、极度梯度提升树和随机森林5种经典机器学习模型的预测准确度均较高,说明机器学习算法对于冻融循环后BFRC动态力学性能预测具有良好的预测效果,其中随机森林算法为最优预测算法;RF-Optuna混合预测模型显示出0.9754的拟合优度,具有良好的预测精度;非数据集工况预测表明,该混合模型对于各影响因素均具有良好泛化能力。研究成果可为冻融循环条件下BFRC动态力学性能的快捷精准预测提供参考。 展开更多
关键词 动态力学性能预测 玄武岩纤维混凝土 冻融循环 随机森林模型 Optuna框架优化
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玄武岩纤维对混凝土抗冻性能的影响
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作者 杨洋 董玉文 卢海龙 《水力发电》 CAS 2024年第7期111-115,共5页
为研究玄武岩纤维掺量对混凝土抗冻性能的影响及作用机理,开展了快速冻融试验和微观孔隙试验,研究了4种不同玄武岩纤维体积掺量(0、0.1%、0.2%、0.3%)混凝土冻融循环过程中的外观、质量损失率、相对动弹性模量、抗压强度、抗折强度、冲... 为研究玄武岩纤维掺量对混凝土抗冻性能的影响及作用机理,开展了快速冻融试验和微观孔隙试验,研究了4种不同玄武岩纤维体积掺量(0、0.1%、0.2%、0.3%)混凝土冻融循环过程中的外观、质量损失率、相对动弹性模量、抗压强度、抗折强度、冲击弹性波波速损失率及气泡特征参数的变化规律,并通过灰熵分析法对玄武岩纤维改善混凝土性能的微观机理进行了研究。结果表明:混凝土各项性能随着冻融循环次数的增加而逐渐降低;掺加玄武岩纤维能够提高混凝土抗冻性能且存在最优掺量;玄武岩纤维混凝土宏观性能的改变与气孔比表面积、含气量、弦长>200 nm气孔频率等微观孔隙参数之间呈一定的相关性;玄武岩纤维掺量为0.2%时对混凝土抗冻性能的改善效果最佳。 展开更多
关键词 玄武岩纤维混凝土 抗冻性能 微观机理 灰熵
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玄武岩纤维沙漠砂钢筋混凝土梁受弯性能试验研究
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作者 沙吾列提·拜开依 董存 +1 位作者 买尔旦·赛皮丁 古丽迪·努尔特列克 《建筑结构》 北大核心 2024年第18期131-135,共5页
通过试验对沙漠砂部分代替普通砂的可行性进行探讨,研究沙漠砂和玄武岩纤维的掺入对混凝土试块和钢筋混凝土梁性能的影响。对普通砂混凝土梁、沙漠砂混凝土梁、玄武岩纤维普通砂混凝土梁、玄武岩纤维沙漠砂混凝土梁进行了受弯性能试验,... 通过试验对沙漠砂部分代替普通砂的可行性进行探讨,研究沙漠砂和玄武岩纤维的掺入对混凝土试块和钢筋混凝土梁性能的影响。对普通砂混凝土梁、沙漠砂混凝土梁、玄武岩纤维普通砂混凝土梁、玄武岩纤维沙漠砂混凝土梁进行了受弯性能试验,得出了试验梁的荷载-挠度曲线、裂缝分布和破坏模式。之后,利用现有理论公式,计算混凝土试块的劈裂抗拉强度、轴心抗压强度、弹性模量和试验梁的屈服弯矩、极限弯矩。结果表明:天然沙漠砂部分代替普通砂是可行的;沙漠砂和玄武岩纤维的掺入没有使混凝土试块和钢筋混凝土梁的性能发生本质性改变;沙漠砂和玄武岩纤维掺入后,混凝土试块和钢筋混凝土梁的计算准则仍旧适用。 展开更多
关键词 沙漠砂 玄武岩纤维 钢筋混凝土梁 受弯性能
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玄武岩纤维混凝土抗硫酸盐侵蚀性能研究
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作者 董玉文 张黎 +1 位作者 谢辉 郑磊 《混凝土》 CAS 北大核心 2024年第8期90-94,共5页
为探究掺玄武岩纤维混凝土抗硫酸盐侵蚀性能,在混凝土试件中分别掺入体积掺量为0、0.1%、0.2%、0.3%的玄武岩纤维,以试件的外观、质量损失率和抗压强度为主要评价指标,进行了不同侵蚀环境下玄武岩纤维混凝土的抗硫酸盐侵蚀性能试验研究... 为探究掺玄武岩纤维混凝土抗硫酸盐侵蚀性能,在混凝土试件中分别掺入体积掺量为0、0.1%、0.2%、0.3%的玄武岩纤维,以试件的外观、质量损失率和抗压强度为主要评价指标,进行了不同侵蚀环境下玄武岩纤维混凝土的抗硫酸盐侵蚀性能试验研究。研究结果表明:体积掺量为0.2%的试件在质量损失率、抗压强度方面表现最佳,而体积掺量为0.1%的试件抗折强度增幅最大;干湿循环条件下试件的外观、质量和抗压强度波动幅度较自然侵蚀环境下更大,且干湿周期越短侵蚀程度越严重;试件的微观结构分析发现,侵蚀前混凝土试件内部因水泥水化作用,存在少量C-S-H(水化硅酸钙)、Ca(OH)_(2)等水化产物,掺入玄武岩纤维后使混凝土内部黏结十分紧密,试件内部裂缝发育较缓,减少了侵蚀产物的生成,一定程度上提高了混凝土的力学性能。 展开更多
关键词 玄武岩纤维混凝土 硫酸盐侵蚀 自然浸泡 干湿循环
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