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Enhancing Compressive Strength of Very High Volume Fly Ash Concrete Using Low Molarity Alkali Soluti on and Thermal Activation 利用低摩尔碱溶液和热活化技术提高超大体积粉煤灰混凝土的抗压强度
IF 1.7 4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2024-08-13 DOI: 10.1007/s40996-024-01553-z
Samuel Santosa, Antoni Antoni, Djwantoro Hardjito

The utilization of fly ash as a waste product of coal combustion is currently limited to being a supplementary cementitious material. Fly ash integrates well with cement, demonstrating favorable qualities in concrete such as good workability, high ultimate strength, and durability. However, the use of fly ash in very high proportions has not been extensively explored due to its weakness in early strength development in concrete. Methods have been investigated to enhance the early compressive strength and compressive strength of very-high-volume fly ash mortar. This research explores the incorporation of fly ash at a very high percentage (80%), also known as very-high-volume fly ash (VHVFA), into mortar using low-molarity alkali solution and thermal activation. The activation of fly ash is examined through alkali activation, specifically utilizing sodium hydroxide (NaOH) solution, and thermal activation involving temperature and activation time. Pre-activating Class F fly ash for 2 h using a 0.3 M NaOH solution at a temperature of 60 °C increased the early compressive strength (at 7 days) by 35% and the compressive strength at 28 days by 12%. Pre-activation for 30 min at room temperature with a 1 M NaOH activator was able to increase the early compressive strength of VHVFA mortar (at 7 days) by 79% for Class C fly ash and by 43% at 28 days. In this study, it is shown that through the use of low-molarity alkali solution and thermal activation, the compressive strength of VHVFA mortar can be increased whether using Class F fly ash or Class C fly ash.

粉煤灰作为煤炭燃烧产生的废料,其利用目前仅限于作为一种辅助胶凝材料。粉煤灰与水泥结合良好,在混凝土中表现出良好的工作性、高极限强度和耐久性。然而,由于粉煤灰在混凝土早期强度发展方面的弱点,人们尚未广泛探索如何使用高比例的粉煤灰。人们一直在研究如何提高超高比例粉煤灰砂浆的早期抗压强度和抗压强度。本研究探讨了使用低摩尔碱溶液和热活化法在砂浆中掺入高比例(80%)粉煤灰(也称为超高容粉煤灰(VHVFA))的方法。通过碱活化(特别是利用氢氧化钠(NaOH)溶液)以及涉及温度和活化时间的热活化,对粉煤灰的活化进行了研究。使用 0.3 M NaOH 溶液在 60 °C 的温度下对 F 级粉煤灰进行 2 小时的预活化,早期抗压强度(7 天)提高了 35%,28 天抗压强度提高了 12%。使用 1 M NaOH 活化剂在室温下预活化 30 分钟可使 C 级粉煤灰的 VHVFA 砂浆早期抗压强度(7 天)提高 79%,28 天时提高 43%。这项研究表明,通过使用低摩尔碱溶液和热活化剂,无论是使用 F 级粉煤灰还是 C 级粉煤灰,都能提高 VHVFA 砂浆的抗压强度。
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引用次数: 0
Modeling Airline Choice Behavior Based on Observed and Latent Variables Using Structural Equation Modeling and Multinomial Logit-Factor Analysis Hybrid Approach 利用结构方程模型和多项式 Logit 因子分析混合方法,基于观察变量和潜在变量建立航空公司选择行为模型
IF 1.7 4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2024-08-13 DOI: 10.1007/s40996-024-01568-6
Narges Hashemi, Babak Mirbaha, Ali Abdi Kordani, Seyed Mohsen Hosseinian

In an era of intense competition and declining profits, airlines are increasingly focused on understanding and meeting customer needs to enhance service quality and attract more passengers. Previous studies have often treated airline choice as a function of observed variables alone. This research fills the gap by incorporating latent psychological factors using a hybrid modeling approach, providing a more holistic view of the decision-making process. In this study, an attempt was made to examine the personal and travel characteristics of passengers and their impact on airline choice at Mehrabad International Airport, Iran. To identify the structures of latent variables, exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were used, and they were then presented to a multinomial logit-factor analysis (MNL-FA) hybrid approach as observed variables for the choice model of airline and ticket price. The results of EFA indicated that the number of samples was sufficient for this analysis and FA was appropriate to identify the structure of the factor model. CFA results showed that compatible people paid more attention to airline tangibles and image in airline choice. Also, more extroverted people paid more attention to airline costs and image. Moreover, people with higher conscientiousness paid less attention to airline tangibles in airline choice and the costs associated with an airline were less influential in the choice by these people. Results also indicated that neurotic people were sensitive to airline tangibles, costs and flight planning when choosing an airline, and people who were more eager for new experiences paid more attention to tangibles, image and cost factors when choosing an airline, and were less sensitive to flight planning. MNL-FA hybrid model results showed that monthly family expenses above 250$, morning flight time, self-employment, travel with friends, number of vehicles in family ownership, housekeeper and three or more vehicles in family ownership were among the effective factors affecting the choice of the ticket price of an airline. Furthermore, the personality characteristics of compatibility and conscientiousness had positive effects on the choice of airline and ticket price, respectively.

在竞争激烈、利润下降的时代,航空公司越来越重视了解和满足客户需求,以提高服务质量,吸引更多乘客。以往的研究通常仅将航空公司的选择视为观察变量的函数。本研究采用混合建模方法,将潜在的心理因素纳入其中,为决策过程提供了更全面的视角,从而填补了这一空白。在本研究中,我们尝试研究伊朗梅赫拉巴德国际机场乘客的个人和旅行特征及其对航空公司选择的影响。为了确定潜在变量的结构,采用了探索性因子分析(EFA)和确证性因子分析(CFA),然后将它们作为航空公司和机票价格选择模型的观察变量,提交给多项式对数-因子分析(MNL-FA)混合方法。EFA 的结果表明,样本数量足以满足本次分析的需要,FA 适合确定因子模型的结构。CFA 结果显示,性格相容的人在选择航空公司时更关注航空公司的有形资产和形象。此外,外向型性格的人更关注航空公司的成本和形象。此外,自觉性较高的人在选择航空公司时对航空公司的有形资产关注较少,航空公司的相关成本对这些人的选择影响较小。结果还表明,神经质的人在选择航空公司时对航空公司的有形资产、成本和航班计划比较敏感,而更渴望新体验的人在选择航空公司时更关注有形资产、形象和成本因素,对航班计划的敏感度较低。MNL-FA 混合模型结果显示,家庭月支出 250 美元以上、早晨飞行时间、自主创业、与朋友一起旅行、家庭拥有车辆数量、管家和家庭拥有三辆或三辆以上车辆是影响航空公司票价选择的有效因素。此外,兼容性和自觉性人格特征分别对航空公司和机票价格的选择有积极影响。
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引用次数: 0
Developing of High Temperature Resistance Cementitious Composites by Using CNC Milling Waste 利用数控铣削废料开发耐高温水泥基复合材料
IF 1.7 4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2024-08-13 DOI: 10.1007/s40996-024-01592-6
Musa Yıldırım, Rabia Tutkun

The reuse of waste materials that are released in large quantities is crucial for environmental health. A reasonable solution is to embed waste materials in concrete, since concrete is the most consumed material after water. In this study, CNC (Computer Numerical Control) milling waste, which is generated in large quantities worldwide, was utilized as steel fiber. The waste was added to cementitious mortar mixtures in three different volume ratios. The mortars were exposed to temperatures of 400 °C, 600 °C, and 800 °C, and their post-temperature properties were investigated. Physical analysis, compressive strength, flexural strength, ultrasonic pulse velocity (UPV), and mass loss experiments were conducted. The CNC milling waste (CNCW) showed excellent compatibility with the mortar structure due to its physical and chemical properties. They maintained this accordance against elevated temperatures and provided superior residual properties. Due to their rough and irregular shape, the waste exhibited crack-resistant behavior and prevented the occurrence of temperature-induced cracks. As the amount of waste used and the level of temperature exposure increased, the contribution of the waste to strength also improved. Compared to the control specimens, the CNCW protected the compressive strength, flexural strength, UPV, and mass loss of the mortars by up to 70.74%, 85.10%, 22.63%, and 14.24%, respectively. Finally, this study has demonstrated that CNCW can be effectively used as steel fiber in mortars and that the incorporation of CNCW enhances the high-temperature resistance of these mortars.

对大量排放的废料进行再利用对环境健康至关重要。由于混凝土是仅次于水的消耗量最大的材料,因此在混凝土中嵌入废料是一个合理的解决方案。在这项研究中,全球产生的大量 CNC(计算机数控)铣削废料被用作钢纤维。这些废料以三种不同的体积比添加到水泥基砂浆混合物中。这些砂浆分别暴露在 400 ℃、600 ℃ 和 800 ℃ 的温度下,并对其温后特性进行了研究。进行了物理分析、抗压强度、抗折强度、超声波脉速(UPV)和质量损失实验。由于其物理和化学特性,数控铣削废料(CNCW)与砂浆结构具有良好的相容性。它们在高温条件下也能保持这种相容性,并提供优异的残留特性。由于形状粗糙且不规则,这些废料具有抗裂性能,可防止温度引起的裂缝的出现。随着废料用量和温度暴露程度的增加,废料对强度的贡献也有所提高。与对照试样相比,CNCW 保护了灰泥的抗压强度、抗弯强度、UPV 和质量损失,分别提高了 70.74%、85.10%、22.63% 和 14.24%。最后,本研究证明了 CNCW 可作为钢纤维有效地应用于砂浆中,并且 CNCW 的加入提高了这些砂浆的耐高温性能。
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引用次数: 0
Enhancing Concrete Strength and Durability of Normal and High-Strength Concrete: Exploring Combined Effects of Optimized Silica Fume and Slag 提高普通混凝土和高强混凝土的强度和耐久性:探索优化硅灰和矿渣的综合效应
IF 1.7 4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2024-08-10 DOI: 10.1007/s40996-024-01573-9
Davood Mostofinejad, Mohsen Nasrollahi, Hadi Bahmani, Zahra Zajshoor, Morteza Sadeghi
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引用次数: 0
Enhancing Concrete Strength and Durability of Normal and High-Strength Concrete: Exploring Combined Effects of Optimized Silica Fume and Slag 提高普通混凝土和高强混凝土的强度和耐久性:探索优化硅灰和矿渣的综合效应
IF 1.7 4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2024-08-10 DOI: 10.1007/s40996-024-01573-9
Davood Mostofinejad, Mohsen Nasrollahi, Hadi Bahmani, Zahra Zajshoor, Morteza Sadeghi
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引用次数: 0
Enhancing Levee Resilience Through Material Compatibility: A Comprehensive Study on Erosion Dynamics 通过材料兼容性增强堤坝韧性:侵蚀动力学综合研究
IF 1.7 4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2024-08-09 DOI: 10.1007/s40996-024-01575-7
Liaqat Ali, Norio Tanaka
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引用次数: 0
The Impact of End Shear Walls on the Behavior of Reinforced Concrete Tall Buildings with Helipad for Personal Transportation 端部剪力墙对带有直升机停机坪的钢筋混凝土高层建筑行为的影响
IF 1.7 4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2024-08-07 DOI: 10.1007/s40996-024-01574-8
Ali Kheyroddin, Mehran Akhavan Salmassi, Mahdi Kioumarsi

Nowadays, the helipad is considered on the roofs of tall buildings to accommodate air taxi services or evacuation in case of a major fire outbreak. On the other hand, lateral load systems play an essential role in tall buildings. In tall buildings, the reinforced concrete end shear walls connect the ends of two reinforced concrete shear walls in all stories to reduce tensions in the end wings. Accordingly, this research compared two 30-story models of reinforced concrete buildings with helipads on top with and without end shear walls. Helipads in two tall buildings should consider both the essential area for touchdown and liftoff and the area where a helicopter begins to move into forward flight during takeoff final approach and takeoff or hovers or lands (approach maneuver). The mentioned tall buildings were subjected to helipad load. Based on the results, the first period and maximum drift story declined by 52% and 47% in 30-story by end shear walls, respectively. In addition, statistical analysis was used for further investigation. The related results showed that skewness and kurtosis coefficients were reduced by 18% and 70% in the 30-story building with an end shear wall and a helipad. The consequences presented suitable performance end shear walls in the tall reinforced concrete building with end shear walls and helipads for personal transportation.

如今,直升机停机坪被认为是在高层建筑的屋顶上提供空中出租车服务或在发生重大火灾时进行疏散的场所。另一方面,侧向荷载系统在高层建筑中起着至关重要的作用。在高层建筑中,钢筋混凝土端部剪力墙连接所有楼层的两个钢筋混凝土剪力墙的端部,以减少端翼的张力。因此,本研究比较了两个 30 层的钢筋混凝土建筑模型,这两个模型的顶部分别设有和不设有端部剪力墙的直升机停机坪。两栋高层建筑中的直升机停机坪应同时考虑着陆和起飞的基本区域,以及直升机在起飞最终进场和起飞或盘旋或着陆(进场机动)过程中开始向前飞行的区域。上述高层建筑均承受直升机停机坪荷载。结果表明,30 层高的端部剪力墙的第一周期和最大漂移层数分别下降了 52% 和 47%。此外,还采用了统计分析进行进一步研究。相关结果显示,采用端部剪力墙和直升机停机坪的 30 层建筑的偏斜系数和峰度系数分别降低了 18% 和 70%。结果表明,在带有端部剪力墙和直升机停机坪的高层钢筋混凝土建筑中,端部剪力墙的性能是合适的,可用于个人交通。
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引用次数: 0
Analysis of Hydraulic Jump and Energy Dissipation in Flow Through Emergent Vegetation Under Varying Froude Numbers 不同弗劳德数下流经新生植被的水力跃迁和能量消耗分析
IF 1.7 4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2024-08-06 DOI: 10.1007/s40996-024-01571-x
Nadir Murtaza, Ghufran Ahmed Pasha, Norio Tanaka, Usman Ghani, Naveed Anjum, Kashif Iqbal

Emergent vegetation in an open channel is a significant factor in flow resistance and has greater influence on flow characteristics. This paper aims to compare the significance of emergent vegetation under various flow conditions including sub and supercritical flow conditions. The methodology utilizes two types of flow condition (sub and supercritical flow), and each type was further considered on the basis of varying discharge and constant channel bed slope and vice versa. For example, under subcritical flow Froude number was defined as a (Fr(CD-VS) represent Froude number under constant discharge and varying channel bed slope) and (Fr(CS-VD) represent Froude number under constant channel bed slope and varying discharge). A similar flow condition was defined under supercritical flow conditions. Various parameters such as backwater rise, hydraulic jump, energy reduction, fluid force (RFI%) and moment index reduction (RMI%) as well as reduction of overflow volume (∆Q%) were investigated. The result has been explained in two phases such as sub and supercritical flow. Under sub-critical flow, an undulated hydraulic jump was observed on the downstream side of the vegetation and a maximum energy reduction was 28% in the case of (Fr(CS-VD)) and 33.4% in the case (Fr(CD-VS)). Moreover, in the case of (Fr(CS-VD)) the maximum value of the RFI% and RMI% increased by increasing the values of (Fr(CS-VD)). The maximum reduction of overflow volume observed was 72% in the case of (Fr(CS-VD)). Under supercritical flow, an undulated hydraulic jump was observed on the upstream side of vegetation and energy reduction increases by increasing the values of (Fr(CS-VD)). The maximum value of the RFI% and RMI% observed was 16.67% in the case of (Fr(CS-VD)). These results contribute to understanding the complex interactions between vegetation and flow dynamics, with implications for managing and mitigating flood risks in vegetated environments.

明渠中的新生植被是影响水流阻力的重要因素,对水流特性有较大影响。本文旨在比较在亚临界流和超临界流等各种水流条件下出露植被的重要性。该方法利用了两种水流条件(亚临界水流和超临界水流),并根据不同的排水量和不变的河床坡度进一步考虑了每种水流条件,反之亦然。例如,在亚临界流条件下,Froude 数被定义为(Fr(CD-VS) 代表恒定排水量和变化河床坡度条件下的 Froude 数)和(Fr(CS-VD) 代表恒定河床坡度和变化排水量条件下的 Froude 数)。在超临界流条件下也定义了类似的流动条件。研究了各种参数,如回水上升、水力跃迁、能量减少、流体力 (RFI%) 和力矩指数减少 (RMI%),以及溢流体积减少 (ΔQ%)。结果分亚临界流和超临界流两个阶段进行了解释。在次临界流条件下,植被下游一侧出现了起伏的水力跃迁,在 Fr(CS-VD) 和 Fr(CD-VS) 条件下,最大能量减少分别为 28% 和 33.4%。此外,在(Fr(CS-VD))情况下,RFI% 和 RMI% 的最大值随着(Fr(CS-VD))值的增加而增加。在(Fr(CS-VD))情况下,溢流体积的最大减幅为 72%。在超临界水流条件下,植被上游一侧出现了起伏的水力跃迁,能量的减少随(Fr(CS-VD))值的增加而增加。在 (Fr(CS-VD)) 的情况下,观察到的 RFI% 和 RMI% 的最大值为 16.67%。这些结果有助于理解植被与水流动力学之间复杂的相互作用,对管理和减轻植被环境中的洪水风险具有重要意义。
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引用次数: 0
A Hybrid DQ-PSO-TLBO Algorithm for Maximizing Buckling Load of Reinforced Laminated Composite Plates 最大化增强层压复合板屈曲载荷的 DQ-PSO-TLBO 混合算法
IF 1.7 4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2024-08-03 DOI: 10.1007/s40996-024-01549-9
R. Rostamy, A. R. Vosoughi, A. R. Zare, Mo. R. Banan

In this research, an efficient mix of differential quadrature (DQ), particle swarm optimization (PSO) and teaching learning-based optimization (TLBO) methods has been introduced. First-order shear deformation based governing equations of laminated composite plates have been discretized by implementation of the DQ method. The fiber orientation and CNTs volume fraction coefficient of plate’s layers are considered as design variables of the problem. To maximize buckling load of the plate, particle swarm optimization has been used. To generate a new and efficient velocity vector of PSO, as an optimization solver of this problem, the TLBO technique concepts has been used. Efficiency and accuracy of the proposed solution procedure for the plate have been shown and effects of different parameters such as number of layers, CNTs volume fraction, height to length and length to width ratios, boundary conditions and etc. of the plate on the optimal results are investigated.

本研究引入了微分正交(DQ)、粒子群优化(PSO)和基于教学的优化(TLBO)方法的有效组合。采用 DQ 方法对基于一阶剪切变形的层压复合板控制方程进行了离散化。板层的纤维取向和碳纳米管体积分数系数被视为问题的设计变量。为了使板的屈曲载荷最大化,采用了粒子群优化法。为了生成新的、高效的 PSO 速度矢量,作为该问题的优化求解器,使用了 TLBO 技术概念。结果表明了所提出的板求解程序的效率和准确性,并研究了板的层数、碳纳米管体积分数、高度与长度和长度与宽度之比、边界条件等不同参数对优化结果的影响。
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引用次数: 0
A Comparative Analysis of Machine Learning Algorithms for Predicting Fundamental Periods in Reinforced Concrete Frame Buildings 预测钢筋混凝土框架结构建筑基本周期的机器学习算法比较分析
IF 1.7 4区 工程技术 Q3 ENGINEERING, CIVIL Pub Date : 2024-08-01 DOI: 10.1007/s40996-024-01560-0
Pramod Kumar, Abhilash Gogineni, Amit Kumar, Prakhar Modi

Determining the fundamental period is a critical aspect of the analysis and design of structures. Existing literature formulas for evaluating this parameter exhibit a wide range of variations. To tackle this problem, various algorithms and techniques are used to learn patterns and relationships from data, enabling to make more precise predictions. In the present study, a dataset consisting of 162 RC frame-building models was analyzed using ETABS 2016. The fundamental period, a critical output parameter, is predicted using four machine-learning models: Support Vector Machine (SVM), Random Forest (RF), Artificial Neural Network (ANN), and Gradient Boosting Regression (GBR). The performance and accuracy of these models were compared to identify the best-performing model for predicting the fundamental period in structural analysis. The efficiency and precision of the machine learning algorithms were assessed based on the R2 and root mean square error (RMSE) values. Among all the models, the GBR exhibited the best performance with an R2 (Coefficient of determination) score of 0.9995 and an RMSE of 0.017. These results indicate that the GBR model achieved a high level of accuracy and a low level of prediction error in estimating the fundamental period of the RC frame-building models.

确定基本周期是结构分析和设计的一个重要方面。现有文献中用于评估这一参数的公式存在很大差异。为了解决这个问题,人们使用各种算法和技术从数据中学习模式和关系,从而做出更精确的预测。本研究使用 ETABS 2016 分析了由 162 个 RC 框架建筑模型组成的数据集。基本周期是一个关键的输出参数,使用四种机器学习模型进行预测:支持向量机 (SVM)、随机森林 (RF)、人工神经网络 (ANN) 和梯度提升回归 (GBR)。通过比较这些模型的性能和准确性,找出了在结构分析中预测基本周期的最佳模型。根据 R2 和均方根误差 (RMSE) 值评估了机器学习算法的效率和精确度。在所有模型中,GBR 表现最佳,其 R2(判定系数)为 0.9995,均方根误差为 0.017。这些结果表明,GBR 模型在估算 RC 框架建筑模型的基本周期方面达到了较高的精确度和较低的预测误差。
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引用次数: 0
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Iranian Journal of Science and Technology, Transactions of Civil Engineering
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