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Effect of the Stepped Spillway Geometry on the Flow Energy Dissipation 阶梯式溢流道几何形状对水流能量消耗的影响
Pub Date : 2024-01-01 DOI: 10.28991/cej-2024-010-01-09
K. Gubashi, Saad Mulahasan, Z. A. Hacheem, A. Q. Rdhaiwi
In this research, flume experiments were conducted on stepped weirs to investigate the effect of step shape on the energy dissipation of flow. Four configurations with a constant number of steps were considered, namely, horizontal steps, inclined steps, horizontal steps with rounded sills, and ‎inclined steps with rounded sills. The slopes of inclined steps were 13% and 23%, and the diameters of the rounded sills of the step ends were 10 and 15 cm. The majority of previous studies focused on energy dissipation in stepped weirs in horizontal and inclined steps. In this research, new step geometries were used, such as horizontal steps with rounded sills and inclined steps with rounded sills. Dimensional analysis was applied to correlate the different variables affecting the flow hydraulics. Flow rates in the range of 0.61-9.12 lit/sec were used with each step shape. Results showed that the inclined steps with rounded sills had the highest flow energy dissipation in comparison to the other types. Rounded sills at the end of steps had more effective energy dissipation than did the horizontal step. However, the 23% inclination slope with rounded sills of a 7.5 cm radius was the most effective in dissipating flow energy. Doi: 10.28991/CEJ-2024-010-01-09 Full Text: PDF
本研究在阶梯堰上进行了水槽实验,以研究阶梯形状对水流消能的影响。实验考虑了四种阶梯数量不变的结构,即水平阶梯、倾斜阶梯、带圆弧边的水平阶梯和带圆弧边的倾斜阶梯。倾斜台阶的坡度分别为 13% 和 23%,台阶两端的圆弧形边框直径分别为 10 厘米和 15 厘米。以往的研究大多集中于水平和倾斜阶梯式堰塞湖的消能问题。本研究采用了新的阶梯几何形状,如带圆边的水平阶梯和带圆边的倾斜阶梯。通过尺寸分析,对影响水流水力学的不同变量进行了关联分析。每种台阶形状的流速范围为 0.61-9.12 升/秒。结果表明,与其他类型的台阶相比,带圆形台阶的倾斜台阶具有最高的流能耗散。与水平台阶相比,台阶末端的圆形台阶具有更有效的消能效果。然而,倾斜度为 23%、半径为 7.5 厘米的圆形台阶在消散流能方面最为有效。Doi: 10.28991/CEJ-2024-010-01-09 全文:PDF
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引用次数: 0
Recycling of Eggshell Powder and Wheat Straw Ash as Cement Replacement Materials in Mortar 回收蛋壳粉和麦秸灰作为砂浆中的水泥替代材料
Pub Date : 2024-01-01 DOI: 10.28991/cej-2024-010-01-05
Ahlam O. Hussein, R. J. Ghayyib, Faten M. Radi, Z. Jawad, M. Nasr, A. Shubbar
Cement is among the important contributors to carbon dioxide emissions in modern society. Researchers are studying solutions to reduce the cement content in concrete to minimize the negative impact on the environment. Among these solutions is replacing cement with other materials, such as waste, which also poses environmental damage and requires landfill areas for disposal. Among these wastes are eggshell powder ash (ESPA) and wheat straw ash (WSA), which were utilized as cement substitutes in green mortar production. Thirteen mixtures were cast, one as a reference without replacement and twelve others that included replacing ESPA and WSA (single and combined) with cement in 2%, 4%, 6%, and 8% proportions of cement's weight. The mechanical (compressive and flexural strength), microstructural (SEM), and thermogravimetric analysis (TG/DTA) properties of all mixtures were examined. The results showed a remarkable improvement in mechanical properties, and the best improvement was recorded for the (4%ESPA+4%WSA) mixture, which reached 73.3% in compressive strength and 56% in flexural strength, superior to the reference mixture. Furthermore, SEM analyses showed a dense and compact microstructure for the ESPA and WSA-based mortars. Therefore, the WSA and ESPA wastes can be recycled and utilized as a substitute for cement to produce an eco-friendly binder that significantly improves the microstructural and mechanical characteristics of mortar. In addition, combining the two materials also presents a viable option for creating a sustainable ternary blended binder (with cement) that boasts superior properties compared to using the WSA or ESPA individually. Doi: 10.28991/CEJ-2024-010-01-05 Full Text: PDF
水泥是造成现代社会二氧化碳排放的重要因素之一。研究人员正在研究降低混凝土中水泥含量的解决方案,以尽量减少对环境的负面影响。这些解决方案包括用其他材料(如废弃物)代替水泥,因为废弃物也会对环境造成破坏,并且需要填埋场来处理。这些废物包括蛋壳粉灰(ESPA)和小麦秸秆灰(WSA),它们被用作绿色砂浆生产中的水泥替代品。共浇注了 13 种混合物,其中一种作为不含替代物的参照物,另外 12 种混合物包括以水泥重量的 2%、4%、6% 和 8%的比例替代 ESPA 和 WSA(单一和组合)。对所有混合物的机械(抗压和抗折强度)、微观结构(扫描电镜)和热重分析(TG/DTA)性能进行了检测。结果表明,混合物的机械性能有明显改善,其中(4%ESPA+4%WSA)混合物的机械性能改善最好,抗压强度和抗折强度分别达到 73.3% 和 56%,优于参考混合物。此外,扫描电镜分析表明,ESPA 和 WSA 砂浆的微观结构致密而紧密。因此,可回收利用 WSA 和 ESPA 废弃物作为水泥的替代品,生产出一种环保型粘结剂,显著改善砂浆的微观结构和机械特性。此外,将这两种材料结合在一起也是一种可行的选择,可以制造出一种可持续的三元混合粘结剂(与水泥),与单独使用 WSA 或 ESPA 相比,这种粘结剂具有更优异的性能。Doi: 10.28991/CEJ-2024-010-01-05 全文:PDF
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引用次数: 0
Evolution and Implications of Changes in Seismic Load Codes for Earthquake Resistant Structures Design 抗震荷载规范的演变及其对抗震结构设计的影响
Pub Date : 2024-01-01 DOI: 10.28991/cej-2024-010-01-04
Abdul Kadir, A. S. Sukri, N. H. Aswad, .. Masdiana, .. Nasrul
Seismic load is a critical load that can trigger damage or collapse of structures, especially in earthquake-prone areas. The susceptibility of structures to seismic loads is influenced by factors related to soil characteristics and structural behavior. This paper comprehensively examines the development of Indonesian seismic code design parameters and their comparison with the current seismic code. The results of the analysis showed that the design spectral acceleration of short-period AD and long-period A1 SKBI 1987 and SNI 2002 increased with increasing PGA values, with a consistent pattern of SC < SD < SE. Unlike the previous two codes, design spectral acceleration AD and A1 SNI 2012 and SNI 2019 experience fluctuations in all types of soil. The ratio design spectral acceleration of AD and A1 SNI 2019 to KBI 1987 and SNI 2002 varies; there are up, fixed, and down for SC, SD, and SE soil conditions. The ratio of design spectral acceleration AD and A1 SNI 2019 to SNI 2012 designs also varies; this condition is due to changes in site coefficients. There were significant changes to the SKBI 1987 and SNI 2002 structural systems, especially the low and medium seismic levels. The increase in the seismic influence coefficient ratio of some cities varies for each type of soil and code. The increase in the 1970 PMI seismic coefficient was < 30% for all soil types, and the highest percentage increase occurred in SC soil types. The increase in seismic coefficient in SKBI 1987, SNI 2002, and SNI 2012 is more dominant in SE soil types. Doi: 10.28991/CEJ-2024-010-01-04 Full Text: PDF
地震荷载是一种关键荷载,可引发结构损坏或倒塌,尤其是在地震多发地区。结构对地震荷载的敏感性受土壤特性和结构行为相关因素的影响。本文全面研究了印尼地震规范设计参数的发展及其与现行地震规范的比较。分析结果表明,SKBI 1987 和 SNI 2002 的短周期 AD 和长周期 A1 的设计谱加速度随着 PGA 值的增加而增加,其变化规律为 SC < SD < SE。与前两个规范不同的是,AD 和 A1 SNI 2012 和 SNI 2019 的设计谱加速度在所有类型的土壤中都出现了波动。AD 和 A1 SNI 2019 与 KBI 1987 和 SNI 2002 的设计光谱加速度比值各不相同;SC、SD 和 SE 土壤条件下的比值有上升、固定和下降。设计频谱加速度 AD 和 A1 SNI 2019 与 SNI 2012 设计的比率也各不相同;这种情况是由于场地系数的变化造成的。SKBI 1987 和 SNI 2002 结构体系发生了重大变化,尤其是中低地震级别。一些城市地震影响系数比的增加因土壤类型和规范而异。所有土质类型的 1970 年 PMI 地震影响系数的增幅均小于 30%,其中 SC 土质类型的增幅最大。1987年SKBI、2002年SNI和2012年SNI中地震系数的增加在SE土壤类型中更为显著。Doi: 10.28991/CEJ-2024-010-01-04 全文:PDF
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引用次数: 0
Application of GIS Models in Determining the Suitable Site for a Solid Waste to Energy Plant in an Urban Area 应用地理信息系统模型确定城市地区固体废物能源化工厂的合适选址
Pub Date : 2024-01-01 DOI: 10.28991/cej-2024-010-01-011
Ali Basha, Ahmed Salem, Wael Mostafa, Magda H. Farhan
This paper deals with the establishment of a solid waste-to-energy plant that significantly reduces the volume of solid waste and produces electricity at the same time. Thirteen criteria have been identified to locate the station based on environmental, economic, and social factors to avoid its negative impacts. These criteria were addressed by combining a Multi Criterion Decision Making (MCDM) method based on the GIS software. This study aims to establish a MCDM system based on the classical AHP and validated by the fuzzy AHP method. The findings revealed that using the classical AHP and fuzzy AHP methods, there was no significant difference in decision-making between the two methods. The importance of the criteria under study has been identified based on the judgments of experts; a questionnaire was designed and conducted electronically, which was collected with the help of a weighted overlay GIS model. This technique combines multiple reclassified data in ArcGIS 10.8 software to overlay criteria layers with different weights to create a composite map of suitability categories across the study area. The outcomes revealed that 96.76% of the study area is unsuitable for establishing the station, 1.36% is moderately suitable, and 0.04% is only very suitable for station site selection. Doi: 10.28991/CEJ-2024-010-01-011 Full Text: PDF
本文论述了建立固体废物发电厂的问题,该发电厂可在大幅减少固体废物量的同时生产电力。根据环境、经济和社会因素,确定了 13 项标准来确定发电站的位置,以避免其负面影响。这些标准是通过结合基于地理信息系统软件的多标准决策(MCDM)方法来解决的。本研究旨在建立一个基于经典 AHP 的 MCDM 系统,并通过模糊 AHP 方法进行验证。研究结果表明,使用经典 AHP 法和模糊 AHP 法,两种方法在决策方面没有显著差异。根据专家的判断,确定了所研究标准的重要性;设计并以电子方式进行了问卷调查,并在加权叠加 GIS 模型的帮助下收集了问卷。该技术结合 ArcGIS 10.8 软件中的多个重新分类数据,叠加不同权重的标准层,绘制出整个研究区域的适宜性类别综合图。结果显示,96.76%的研究区域不适合建站,1.36%的研究区域比较适合,0.04%的研究区域非常适合建站选址。Doi: 10.28991/CEJ-2024-010-011 全文:PDF
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引用次数: 0
Evaluating the Importance of Ecosystem Services in University Campus 评估大学校园生态系统服务的重要性
Pub Date : 2024-01-01 DOI: 10.28991/cej-2024-010-01-015
Giao Thanh Nguyen, Dan Hoang Truong
University campuses provide a variety of ecosystem services (ES) that play an important role in both physical and mental benefits for students. However, the importance and actual service performance of ES in universities were not clearly perceived in Vietnam. This study was conducted to fill these gaps with the objectives of (1) assessing students' perceptions of the importance of ecosystem services on their university campus and (2) assessing students' satisfaction with these ecosystem services. Using the interview method, the study collected research data from 210 students at Can Tho University (CTU), a large university in Vietnam. The results of the study have confirmed the importance of ecosystem services such as trees, lawns, water bodies, and buildings on CTU's campus. With modern design, buildings play an important role in creating space to organize formal classes, self-study, and group work for students. Green spaces not only improve air temperature and bring high aesthetic value, but they are also habitats for many species of animals and plants. Most students were very satisfied with the ES provided by the CTU's campus. However, the functions of the grass and water bodies ecosystem need to be improved, as the student satisfaction with these ES was significantly lower than the value they expected. The results of analyzing the importance and satisfaction of ES will be a useful basis for making decisions on planning and developing ecosystems. This is a new research direction in Vietnam that needs continued research and application. Doi: 10.28991/CEJ-2024-010-01-015 Full Text: PDF
大学校园提供各种生态系统服务 (ES),这些服务在学生的身心健康方面发挥着重要作用。然而,在越南,人们对大学中生态系统服务的重要性和实际服务表现的认识并不清晰。本研究旨在填补这些空白,其目标是:(1) 评估学生对大学校园生态系统服务重要性的看法;(2) 评估学生对这些生态系统服务的满意度。本研究采用访谈法,收集了越南一所大型大学--芹苴大学(CTU)210 名学生的研究数据。研究结果证实了芹苴大学校园中树木、草坪、水体和建筑物等生态系统服务的重要性。通过现代化的设计,建筑物在为学生组织正式课程、自习和小组工作创造空间方面发挥着重要作用。绿地不仅能改善空气温度,带来很高的美学价值,而且还是多种动植物的栖息地。大多数学生对 CTU 校园提供的 ES 非常满意。然而,草地和水体生态系统的功能有待提高,因为学生对这些生态系统服务的满意度明显低于他们的预期值。对生态系统服务的重要性和满意度的分析结果将为规划和发展生态系统提供有用的决策依据。这是越南的一个新研究方向,需要继续研究和应用。Doi: 10.28991/CEJ-2024-010-015 全文:PDF
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引用次数: 0
Evaluation of the Mechanical Behavior of Soil Stabilized with Asphalt Emulsion Using Multi-Stage Loading 利用多级加载评估用沥青乳液稳定的土壤的力学行为
Pub Date : 2024-01-01 DOI: 10.28991/cej-2024-010-01-02
A. S. de Medeiros, M. H. Sant’Anna Cardoso, M. A. V. Da Silva
The objective of this research was to assess the mechanical response (resilient and plastic) of soil stabilized with petroleum asphalt concrete using asphalt emulsion under multi-stage loading. To enhance the adhesion of the asphalt film to the soil grains, the stabilized soil underwent air-drying curing for seven days. Dosage was conducted through the indirect tensile strength test using diametral compression. With the optimum content determined in the dosage (2% emulsion), additions and removals of 0.5% asphalt emulsion from this content were performed. Consequently, three specimens were molded with concentrations of 1.5%, 2%, and 2.5% of slow-setting cationic asphalt emulsion. These specimens were then subjected to drained triaxial tests under multi-stage loading, using 5 different stress pairs, totaling 50,000 cycles. Analyzing the regions defined by the total and permanent deformation curves allowed studying the plastic and elastic response, the proportionality between these regions, and the increase in elastic and plastic regions of the soil and stabilized soil in a single test, providing a more accurate interpretation. Regarding the measured deformations, as the deviator stress was increased with each loading cycle, the stabilized samples exhibited an increase in plastic deformations compared to the natural soil (control). It was also observed a proportional increase in the resilient region, indicating that the addition of asphalt made the soil less rigid but provided cohesion that was absent before stabilization. Doi: 10.28991/CEJ-2024-010-01-02 Full Text: PDF
本研究的目的是评估使用沥青乳液的石油沥青混凝土稳定土在多级加载下的机械响应(弹性和塑性)。为了增强沥青膜与土壤颗粒的粘附力,稳定土壤经过了七天的风干固化。通过使用直径压缩法进行间接拉伸强度试验来确定剂量。在确定了最佳用量(2% 乳化液)后,在此用量的基础上添加和去除 0.5% 的沥青乳液。因此,用浓度分别为 1.5%、2% 和 2.5% 的缓凝阳离子沥青乳液制作了三个试样。然后对这些试样进行了多级加载下的排水三轴试验,使用了 5 种不同的应力对,总循环次数达 50,000 次。通过分析总变形和永久变形曲线所定义的区域,可以研究塑性和弹性响应、这些区域之间的比例关系,以及土壤和稳定土壤在一次试验中弹性和塑性区域的增加情况,从而提供更准确的解释。在测量到的变形方面,随着偏差应力在每个加载循环中的增加,与天然土壤(对照组)相比,稳定样品的塑性变形有所增加。此外,还观察到弹性区域成比例增加,这表明沥青的添加降低了土壤的刚度,但提供了稳定前所没有的内聚力。Doi: 10.28991/CEJ-2024-010-01-02 全文:PDF
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引用次数: 0
Experimental investigations: Reinforced Concrete Beams Bending Strength with Brine Wastewater in Short Age 实验研究:钢筋混凝土梁在短龄期盐水废水中的抗弯强度
Pub Date : 2024-01-01 DOI: 10.28991/cej-2024-010-01-010
Husein A. Alzgool, Ahmad M. Shawashreh, Lujain A. Albtoosh, Basil A. Abusamra
The scarcity of waste in some regions has led to the contemplation of other approaches to providing potable water for human use. In the present research, it is proposed that a portion of the brine wastewater be recycled for potable water purposes through its incorporation into concrete and reinforced concrete compositions. The researchers performed an extensive empirical investigation to examine the impact of incorporating brine wastewater into the concrete mixture on the shear strength, bending stress, and compressive strength of the material. A total of seventy-two beams, each measuring 500 mm in length, 100 mm in width, and 100 mm in depth, were observed. A total of twelve beams were designated as control specimens, while an additional sixty beams were subjected to immersion in brine wastewater at varying concentrations of 2.5, 5, 7.5, 10, and 15%. The beams were reinforced using two longitudinal steel bars with a diameter of 8 millimeters in the tension zone and 6 millimeters in the compression zone. The stirrups included in the study were also measured to have a diameter of 4 mm. The samples were examined at intervals of seven, fourteen, twenty-one, and twenty-eight days. Based on the findings of this study and other relevant studies, it was determined that the use of 10% fresh water as a substitute for brine wastewater yielded the most optimal outcomes. The results obtained after a duration of 28 days indicate a notable increase in both the compressive and bending strengths of the concrete samples, with improvements of around 22% and 2.6% seen in comparison to the reference specimens. The impact of brine wastewater on the corrosion of reinforcing steel in reinforced concrete was investigated. The empirical findings indicated that the introduction of brine wastewater at a concentration of 10% to the concrete constituents did not provide any discernible repercussions over a period of 65 days. Doi: 10.28991/CEJ-2024-010-01-010 Full Text: PDF
由于某些地区缺少废水,人们开始考虑采用其他方法为人类提供饮用水。本研究建议将部分盐水废水掺入混凝土和钢筋混凝土成分中,将其回收用于饮用水目的。研究人员进行了广泛的实证调查,以研究将盐水废水掺入混凝土混合物对材料的剪切强度、弯曲应力和抗压强度的影响。共观察了 72 根梁,每根长 500 毫米、宽 100 毫米、深 100 毫米。共有 12 根横梁被指定为对照试样,另外 60 根横梁则浸泡在浓度分别为 2.5%、5%、7.5%、10% 和 15%的盐水废水中。这些梁在受拉区使用了两根直径为 8 毫米的纵向钢筋,在受压区使用了直径为 6 毫米的纵向钢筋。经测量,研究中的箍筋直径也为 4 毫米。样品分别在七天、十四天、二十一天和二十八天后进行检测。根据这项研究和其他相关研究的结果,确定使用 10% 的淡水替代盐水废水的效果最佳。28 天后获得的结果表明,混凝土样本的抗压强度和抗弯强度都有显著提高,与参考样本相比,分别提高了约 22% 和 2.6%。研究了盐水废水对钢筋混凝土中钢筋锈蚀的影响。实证研究结果表明,在混凝土成分中引入浓度为 10%的盐水废水在 65 天内不会产生任何明显的影响。Doi: 10.28991/CEJ-2024-010-010 全文:PDF
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引用次数: 0
Study of Post-Spalling Reinforced Concrete Beam Repair Using Grouting and GFRP Reinforcement 利用灌浆和 GFRP 加固对剥落后钢筋混凝土梁进行修复的研究
Pub Date : 2024-01-01 DOI: 10.28991/cej-2024-010-01-08
Achmad Z. Mansur, R. Djamaluddin, H. Parung, R. Irmawaty
Reinforced concrete beams must meet strength and durability standards, but aggressive environmental factors are the main cause of corrosion, which can affect the strength and durability of building structures. Maintenance, retrofitting, and reinforcement of structures are important to ensure safety. It is necessary to take appropriate measures to address corrosion problems in building structures early on. One way to achieve this is by repairing damaged structures using more modern and effective technologies and materials. This study aims to determine the flexural behavior of reinforced concrete (RC) beams repaired with Sikagrout-215 material and reinforced with GFRP sheets with different layer configurations. The study used three RC beams as the control group, three RC beams coated with Sikagrout-215 mortar, and six RC beams reinforced with GFRP. All beams were subjected to 4-point bending tests to determine their load capacity, crack response, ductility, and energy absorption capacity. The results showed that repair with grouting decreased the load capacity, while reinforcement with a combination of mortar grouting and GFRP increased the maximum load. Reinforcement of the support region could restore the function of the beam by 9.3%. Among the three types of reinforcement, BGRST significantly improved the first crack response, yield response, and ultimate performance of the RC beams. Beam fracture occurred more frequently with Sikagrout-215 mortar reinforcement, while reinforcement with GFRP composites partially protected the load capacity after fracture. Doi: 10.28991/CEJ-2024-010-01-08 Full Text: PDF
钢筋混凝土梁必须符合强度和耐久性标准,但侵蚀性环境因素是腐蚀的主要原因,会影响建筑结构的强度和耐久性。结构的维护、改造和加固对于确保安全非常重要。有必要采取适当措施,尽早解决建筑结构的腐蚀问题。实现这一目标的方法之一是使用更现代、更有效的技术和材料修复受损结构。本研究旨在确定用 Sikagrout-215 材料修复并用不同层配置的 GFRP 片材加固的钢筋混凝土 (RC) 梁的抗弯行为。研究使用了三根钢筋混凝土梁作为对照组、三根涂有 Sikagrout-215 砂浆的钢筋混凝土梁和六根用 GFRP 加固的钢筋混凝土梁。对所有梁进行了 4 点弯曲试验,以确定其承载能力、裂缝反应、延展性和能量吸收能力。结果表明,灌浆修复降低了承载能力,而砂浆灌浆和 GFRP 组合加固提高了最大承载能力。对支撑区域进行加固可使梁的功能恢复 9.3%。在三种加固方法中,BGRST 能明显改善 RC 梁的首次裂缝响应、屈服响应和极限性能。使用 Sikagrout-215 砂浆加固时,梁的断裂发生率更高,而使用 GFRP 复合材料加固时,断裂后的承载能力得到了部分保护。Doi: 10.28991/CEJ-2024-010-01-08 全文:PDF
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引用次数: 0
Prediction of the Dynamic Properties of Concrete Using Artificial Neural Networks 利用人工神经网络预测混凝土的动态特性
Pub Date : 2024-01-01 DOI: 10.28991/cej-2024-010-01-016
Amjad A. Yasin
This study explores how dynamic characteristics of concrete, such as dynamic shear modulus, dynamic modulus of elasticity, and dynamic Poisson's ratio, affect stability and performance in civil engineering applications. Traditional testing procedures, which include the time-consuming and costly process of mixing and casting specimens, are both time-consuming and costly. The primary objective of this research is to improve efficiency by using Artificial Neural Networks (ANNs) and regression analysis to predict the dynamic properties of concrete, providing a machine-learning-based alternative to traditional experimental methodologies. A set of 72 concrete specimens was methodically built and evaluated, with compressive strengths of 50 MPa, aspect ratios ranging from 1 to 2.5, and an average density of 2400 kg/m3. An input dataset and ANN targets were built using these samples. The ANN model, which used cutting-edge deep learning techniques, went through extensive training, validation, and testing, as well as statistical regression analysis. A comparison shows that the predicted dynamic modulus of elasticity and shear modulus using both ANN and regression approaches nearly match the experimental values, with a maximum error of 5%. Despite good forecasts for the dynamic Poisson's ratio, errors of up to 20% were detected on occasion, which were attributed to sample shape variations. Doi: 10.28991/CEJ-2024-010-01-016 Full Text: PDF
本研究探讨了混凝土的动态特性(如动态剪切模量、动态弹性模量和动态泊松比)如何影响土木工程应用中的稳定性和性能。传统的测试程序包括耗时且成本高昂的混合和浇注试样过程。本研究的主要目的是利用人工神经网络(ANN)和回归分析预测混凝土的动态特性,提供一种基于机器学习的方法来替代传统的实验方法,从而提高效率。研究人员有条不紊地制作并评估了一组 72 个混凝土试件,试件的抗压强度为 50 兆帕,长宽比为 1 至 2.5,平均密度为 2400 千克/立方米。利用这些样本建立了输入数据集和 ANN 目标。ANN 模型采用了最先进的深度学习技术,经过了大量的训练、验证和测试以及统计回归分析。比较结果表明,使用 ANN 和回归方法预测的动态弹性模量和剪切模量几乎与实验值相吻合,最大误差为 5%。尽管对动态泊松比的预测良好,但有时也会发现高达 20% 的误差,这归因于样品形状的变化。Doi: 10.28991/CEJ-2024-010-016 全文:PDF
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引用次数: 0
Experimental and Numerical Simulation of Effects of High Temperature on RC Frame Infilled with Sandwich Panel 高温对填充夹芯板的 RC 框架影响的实验和数值模拟
Pub Date : 2024-01-01 DOI: 10.28991/cej-2024-010-01-018
S. S. Abdul Rahman, K. S. Satyanarayanan
This study investigated the structural behavior of reinforced concrete (RC) frames infilled with masonry walls and polyurethane (PU) sandwich wall panels at elevated temperatures. This study aims to assess the influence of temperature on the stiffness and load-carrying capacity of infilled frames, optimize the thickness of the sandwich wall panel, and compare the performance of masonry and sandwich infill systems. Analytical investigations were conducted using finite element analysis software (ABAQUS) to simulate the behavior of the frames at elevated temperatures and consider various configurations of skin thickness for PU sandwich panels. Experimental tests were performed to validate the analytical results. The frames were subjected to transient temperature conditions and uniform unit loads to evaluate their response. Experimental tests were conducted on RC frames infilled with masonry and sandwich-wall panels at elevated temperatures. The frames were subjected to static loading, and their deformations and failure modes were observed. The analytical study revealed that an increase in the skin thickness of the sandwich panel improved its temperature resistance, stress-withstanding ability, and displacement. A skin thickness of 0.45 mm was determined to be the optimal choice considering stress levels and economic factors. The infilled frame with the sandwich wall panel exhibited a 19.22% higher initial stiffness than the masonry wall panel in the experimental tests. The ultimate load-carrying capacity decreased by 17.86% in the infilled sandwich wall panel frame compared to the masonry infill system. The study provides valuable insights into the behavior of RC frames infilled with masonry walls and sandwich wall panels under elevated temperatures. The optimized thickness of the PU sandwich panel was determined by balancing the thermal resistance and the structural performance. The infilled frames with sandwich wall panels exhibited enhanced stiffness but slightly reduced ultimate load-carrying capacity compared with the masonry infill. These findings contribute to the understanding of thermal effects on building structures and can aid in the design and construction of more resilient and efficient buildings in the future. Doi: 10.28991/CEJ-2024-010-01-018 Full Text: PDF
本研究调查了钢筋混凝土(RC)框架在高温下填充砌体墙和聚氨酯(PU)夹层墙板的结构行为。该研究旨在评估温度对填充框架刚度和承载能力的影响,优化夹层墙板的厚度,并比较砌体和夹层填充系统的性能。使用有限元分析软件(ABAQUS)进行了分析研究,模拟了框架在高温下的行为,并考虑了聚氨酯夹芯板表皮厚度的各种配置。为验证分析结果,还进行了实验测试。对框架进行了瞬态温度条件和均匀单元载荷试验,以评估其响应。在高温条件下,对砌体和夹心墙板填充的 RC 框架进行了实验测试。对框架进行了静态加载,并观察了它们的变形和破坏模式。分析研究表明,增加夹芯板的表皮厚度可提高其耐温性、应力承受能力和位移。考虑到应力水平和经济因素,确定 0.45 毫米的表皮厚度为最佳选择。在实验测试中,夹心墙板填充框架的初始刚度比砌体墙板高 19.22%。与砌体填充系统相比,夹心墙板填充框架的极限承载能力降低了 17.86%。该研究为了解砌体墙和夹心墙板填充的 RC 框架在高温下的行为提供了有价值的见解。通过平衡热阻和结构性能,确定了聚氨酯夹芯板的优化厚度。与砌体填充相比,夹心墙板填充框架的刚度有所提高,但极限承载能力略有降低。这些研究结果有助于人们了解热效应对建筑结构的影响,有助于未来设计和建造更具弹性和更高效的建筑。Doi: 10.28991/CEJ-2024-010-018 全文:PDF
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