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MHD radiant couple stress tetrahybridized nanofluid streaming inside slanted rotating micro-parallel plates subject to Hall currents: a neuro-computing approach 受霍尔电流影响的倾斜旋转微平行板内四杂化纳米流体流的 MHD 辐射耦合应力:神经计算方法
IF 4.4 3区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-07-15 DOI: 10.1007/s43452-024-01010-8
Asgar Ali, Sanatan Das, R. N. Jana

The hydrothermal dynamical effectiveness and usefulness of highly responsive spinning mechanisms under slanted Hall currents is a significant issue in several manufacturing and experimental functions. Hybridized nanoparticles have novel properties that are advantageous for a range of technical uses. Compared to trihybrid, bihybrid, or mono-nanofluid, tetrahybrid nanofluid (Tetra HNF) is a new idea in research that enables a faster cooling process. These motivate us to research the effects of oblique Hall currents on a non-Newtonian couple stress tetrahybrid nanofluid flow in an oblique channel with oscillatory heating under strong external magnetic attraction with Hall currents in a magneto-gyrating environment. To create tetrahybrid nanofluids (Cu–TiO(_2)–Ag–Al(_2)O(_3)/WEG), copper, titania, silver, and alumina nanopowder forms are dispersed in a colloidal solution of water and ethylene glycol (vol. 60–40(%)). We discuss four kinds of nanoparticles: spheres, bricks, cylinders, and platelets. Mechanical circumstances and presumptions are used to build the partial differential equations (PDEs) that describe the mechanical problems. The dimensionless energy and momentum with related wall constraints are resolved using an analytical approach. Multiple kinds of graphic representations and tabulated data are presented to fully accomplish and demonstrate the mechanical aspects of important developing parameters on the hydrothermal trends and their practical significance. Our results demonstrate that the resultant velocity rapidly rises over growing changes in inclined Hall currents. The velocity profile gets an elevation for the inclination of the channel in the range (pi /4<alpha <pi /2), but reversal flow occurs for a slight angle of inclination ((0<alpha <pi /4)). Platelet-shaped NPs transport higher heat than other shapes (spherical, brick shaped, or cylindrical). Tetrahybrid nanofluid achieves higher heat transport than other base fluid types (pure WEG or mono/bi/trihybrid nanofluids). An artificial neural network (ANN) model is also developed based on testing datasets generated via the analytical evaluation. This ANN architecture achieves an astounding (99.98%) accuracy in predicting critical flow amounts. Our simulations can be applied to the development of reliable oblique Hall sensors and to several manufacturing procedures, including the interaction of nano-polymers and the use of composite nano-lubricants in regulating temperature.

在斜霍尔电流作用下,高响应旋转机制的水热动力学有效性和实用性是若干制造和实验功能中的一个重要问题。杂化纳米粒子具有新颖的特性,有利于各种技术用途。与三杂化、双杂化或单杂化纳米流体相比,四杂化纳米流体(Tetra HNF)是一种新的研究思路,可以实现更快的冷却过程。这促使我们研究斜霍尔电流对非牛顿耦合应力四混合纳米流体在斜通道中流动的影响,在磁跃迁环境中,在霍尔电流的强外磁场吸引下,四混合纳米流体在斜通道中振荡加热。为了制造四混合纳米流体(Cu-TiO(_2)-Ag-Al(_2)O(_3)/WEG ),铜、二氧化钛、银和氧化铝纳米粉体被分散在水和乙二醇的胶体溶液中(体积为 60-40(%))。我们讨论了四种纳米颗粒:球状、砖状、圆柱状和板状。力学环境和假设用于建立描述力学问题的偏微分方程(PDEs)。无量纲的能量和动量以及相关的壁面约束条件是通过分析方法解决的。通过多种图形表示和表格数据,全面完成并展示了热液趋势重要发展参数的力学方面及其实际意义。我们的研究结果表明,在倾斜霍尔电流不断变化的过程中,产生的速度迅速上升。在(pi /4<alpha<pi /2)的范围内,通道的倾斜度会使速度曲线得到提升,但在轻微的倾斜角((0<alpha<pi /4))下会出现反向流动。与其他形状(球形、砖形或圆柱形)的纳米粒子相比,板状的纳米粒子能传输更多的热量。四混合纳米流体比其他类型的基础流体(纯 WEG 或单/双/三混合纳米流体)具有更高的热传输性能。根据分析评估生成的测试数据集,还开发了一个人工神经网络(ANN)模型。该人工神经网络架构在预测临界流量方面达到了惊人的准确率(99.98%)。我们的模拟可应用于可靠的斜霍尔传感器的开发和若干制造程序,包括纳米聚合物的相互作用和使用复合纳米润滑剂调节温度。
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引用次数: 0
A fuzzy computational framework for dynamic multibody system considering structure damage based on information entropy 基于信息熵的考虑结构损伤的动态多体系统模糊计算框架
IF 4.4 3区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-07-13 DOI: 10.1007/s43452-024-01003-7
Yingying Zeng, Han Zhao, Huifang Hu, Peng Zhang, A. S. Ademiloye, Ping Xiang

The present study proposes a new fuzzy finite element method for dynamic multibody interaction with consideration for structural damage. Here, fuzzy parameters are equivalently transformed into stochastic parameters using information entropy, and the fuzzy response of the structure is obtained by fuzzy calculation combined with the new point estimation method. Numerical examples are used to illustrate the accuracy and efficiency of the presented methods, and scanning method simulations are implemented to validate the computational results. Considering that the damage degree of the pier is uncertain, namely fuzzy uncertainty, stiffness reduction is used to simulate the damage of the pier. The fuzzy dynamic response of the train–bridge system is investigated when the pier structure and the mass of the train are fuzzy parameters. The response of the train–bridge interaction considering damage far exceeds that obtained from conventional deterministic parameter calculations. To ensure running safety, studying the response of the vehicle-system coupled vibration with fuzzy parameters is of great significance.

本研究提出了一种新的模糊有限元方法,用于考虑结构损伤的动态多体相互作用。在此,利用信息熵将模糊参数等价转换为随机参数,并通过模糊计算结合新的点估计方法获得结构的模糊响应。计算实例说明了所提出方法的准确性和效率,并通过扫描法模拟验证了计算结果。考虑到桥墩的损坏程度是不确定的,即模糊不确定性,采用刚度折减模拟桥墩的损坏。当桥墩结构和列车质量为模糊参数时,研究了列车-桥梁系统的模糊动态响应。考虑到损伤的火车与桥梁相互作用的响应远远超过了传统的确定性参数计算所得到的响应。为确保运行安全,研究车辆-系统耦合振动的模糊参数响应具有重要意义。
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引用次数: 0
Modelling of phase transformations occurring in the process of austempered ductile iron manufacturing 奥氏体回火球墨铸铁制造过程中发生的相变建模
IF 4.4 3区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-07-08 DOI: 10.1007/s43452-024-00948-z
Izabela Olejarczyk-Wożeńska, Barbara Mrzygłód, Henryk Adrian

The paper presents mathematical models and their implementation in C # language describing the phase transformations occurring in the process of austempered ductile iron (ADI) manufacture. The research includes two main stages: austenitization and isothermal holding at the bainitic range. The influence of free energy of austenite and ferrite on transformations was taken into account. Parameters of models were identified based on inverse analysis and experimental research. As part of the research, verification and validation of the developed models was carried out based on the results of experimental research. The tool developed and implemented enables the analysis of phase transformations occurring during heat treatment with isothermal holding of ductile iron with Ni addition.

论文介绍了数学模型及其在 C# 语言中的实现,描述了奥氏体回火球墨铸铁(ADI)制造过程中发生的相变。研究包括两个主要阶段:奥氏体化和贝氏体范围内的等温保持。研究考虑了奥氏体和铁素体自由能对转变的影响。根据逆向分析和实验研究确定了模型参数。作为研究的一部分,根据实验研究的结果对所开发的模型进行了验证和确认。所开发和实施的工具能够分析添加镍的球墨铸铁在等温保温热处理过程中发生的相变。
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引用次数: 0
Mechanical properties of glass fiber-reinforced backfills under different proportion conditions 不同配比条件下玻璃纤维增强回填土的机械性能
IF 4.4 3区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-07-08 DOI: 10.1007/s43452-024-01008-2
Kang Zhao, Jian Yang, Juncheng Zhong, Yajing Yan, Xiangqin Tian, Yincheng Feng

To investigate the mechanical properties of glass fiber-reinforced backfills under different proportion conditions, uniaxial compression tests were conducted on glass fiber-reinforced backfills with different slurry concentrations (65%, 68%, and 72%) and different cement–tailings ratios (1:6, 1:8, and 1:10). The effects of slurry concentration and cement–tailings ratio on the mechanical performance parameters, failure modes, and energy evolution of the glass fiber-reinforced backfills were discussed, and the effect mechanism of glass fiber on the overall mechanical properties of the backfills was revealed from a microscopic perspective. The results show that the slurry concentration and cement–tailings ratio have significant effects on the elastic modulus and uniaxial compressive strength of the glass fiber-reinforced backfill. The strength of the backfill reaches a maximum value of 2.831 MPa at a slurry concentration of 72% and a cement–tailings ratio of 1:6. The damage of the glass fiber-reinforced backfill under different proportion conditions first appeared in the central low-strength zone, and then gradually extended to the two ends, eventually leading to the overall failure. As the axial strain increases, the total and dissipated energies of glass fiber-reinforced backfill specimens increase as an exponential function, and the elastic energy increases and then decreases with the peak strain as the node. The bond between the glass fiber and the mortar matrix interface allows the fibers across both sides of the crack to form an “anchoring” effect, thus improving the overall properties of the backfill. The results of the study can promote the application and exploration of glass fiber-reinforced backfills in mine filling and provide some reference for improving the backfill performance.

为了研究不同配比条件下玻纤增强回填土的力学性能,对不同浆体浓度(65%、68%和72%)和不同水泥尾料比(1:6、1:8和1:10)的玻纤增强回填土进行了单轴压缩试验。讨论了水泥浆浓度和水泥尾料比对玻璃纤维增强回填土力学性能参数、破坏模式和能量演化的影响,并从微观角度揭示了玻璃纤维对回填土整体力学性能的影响机理。结果表明,泥浆浓度和水泥尾料比对玻纤增强回填土的弹性模量和单轴抗压强度有显著影响。当水泥浆浓度为 72%、水泥尾料比为 1:6 时,回填土的强度达到最大值 2.831 兆帕。不同配比条件下玻纤增强回填土的破坏首先出现在中部低强度区,然后逐渐向两端扩展,最终导致整体破坏。随着轴向应变的增大,玻纤增强回填土试件的总能和耗散能呈指数函数增长,弹性能以节点为峰值应变先增大后减小。玻璃纤维与砂浆基体界面之间的粘结力使纤维穿过裂缝两侧形成 "锚固 "效应,从而改善了回填土的整体性能。研究结果可促进玻璃纤维增强回填材料在矿山充填中的应用和探索,并为改善回填性能提供一定的参考。
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引用次数: 0
Evaluation of the effect of E-waste on the permeability properties of polymer concrete composites and their behavior in aggressive environments 评估电子垃圾对聚合物混凝土复合材料渗透性能的影响及其在侵蚀性环境中的行为
IF 4.4 3区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-07-05 DOI: 10.1007/s43452-024-01006-4
Merve Aydın, H. Alperen Bulut

The rapid increase in the number of electronic products worldwide, in terms of both variety and advanced technology, together with the decrease in costs, has led to the generation of a large amount of electronic waste (e-waste), which has significantly increased environmental pollution. This study was conducted to investigate the hypothesis that the adhesion of polymer binders and plastic origin e-waste will be more effective and stronger, and therefore have a positive effect on the permeability properties of polymer concrete and its behavior against aggressive solutions. For this purpose, quartz aggregates and gravel used as an aggregate in polymer concrete were replaced with 0%, 3%, 6%, 9%, 12% and 15% e-waste. In the study where unsaturated polyester resin was used as a binder, the changes in the permeability properties (capillary water absorption, rapid chloride permeability) of the e-waste polymer concrete and its behavior against aggressive solutions (acid and sulfate attacks) were evaluated after 7, 28 and 90 days. In addition, mechanical experiments were conducted and comparisons were made. After the control concrete, the highest compressive strengths were obtained from the polymer concrete specimens using 3% e-waste, measured as 59.05 MPa, 64.5 MPa and 73.05 MPa after 7, 28 and 90 days, respectively. The research showed that polymer concretes with capillary water absorption coefficient values close to zero after 90 days can be produced with using up to 9% e-waste. The use of e-waste as an aggregate in polymer concrete at 3%, 6% and 9% e-waste, in particular, produced concrete with a high resistance to acid and sulfate attacks. The hypothesis of the study was confirmed after extensive experiments.

Graphical Abstract

全球电子产品的种类和先进技术都在迅速增加,同时成本也在降低,因此产生了大量的电子垃圾(e-waste),大大加剧了环境污染。本研究旨在探讨这样一个假设,即聚合物粘合剂与源自塑料的电子垃圾的粘合力会更强更有效,从而对聚合物混凝土的渗透性能及其抗侵蚀性溶液的性能产生积极影响。为此,用 0%、3%、6%、9%、12% 和 15%的电子垃圾取代了聚合物混凝土中用作集料的石英集料和砾石。在使用不饱和聚酯树脂作为粘结剂的研究中,分别在 7 天、28 天和 90 天后评估了电子废物聚合物混凝土渗透性(毛细吸水率、快速氯化物渗透率)的变化及其抗侵蚀性溶液(酸和硫酸盐侵蚀)的性能。此外,还进行了力学实验和比较。在对照组混凝土之后,使用 3% 电子垃圾的聚合物混凝土试样获得了最高的抗压强度,7 天、28 天和 90 天后的测量值分别为 59.05 兆帕、64.5 兆帕和 73.05 兆帕。研究表明,使用高达 9% 的电子废弃物可生产出 90 天后毛细吸水系数接近零的聚合物混凝土。特别是在聚合物混凝土中使用 3%、6% 和 9% 的电子废物作为骨料,生产出的混凝土具有很强的抗酸和抗硫酸盐侵蚀能力。经过大量实验,研究假设得到了证实。
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引用次数: 0
Engineered geopolymer composites: a comprehensive state-of-the-art review on materials’ perspective 工程土工聚合物复合材料:从材料角度全面回顾最新进展
IF 4.4 3区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-07-04 DOI: 10.1007/s43452-024-01007-3
K. K. Yaswanth, Komma Hemanth Kumar Reddy, N. Anusha, B. Praveen, J. Chippymol, J. Revathy, Haythem F. Isleem

Engineered geopolymer composite (EGC) is considered an excellent innovation in imparting the high ductility to the concrete composites with 100% eco-friendly and sustainable materials. This paper critically reviews the most significant state-of-the-art literature from the early 2010s to till date particularly focused on the individual and combined influence of different kinds of materials. The analysis of different materials performed in this paper includes the different binders, liquids, fine aggregate and fibers involved in the production of EGC by various researchers concerning workability, mechanical and microstructural parameters in which the peculiar influence of various materials towards the production of EGC is critically reviewed. The frequent material combination was identified to be fly ash, sodium activators, polyvinyl alcohol fiber and silica sand in the EGC productions, beyond which several researchers made remarkable accomplishments in EGC such as ultra-high ductility and high compressive strength, and it also summarizes the future challenges of research. Conscientiousness towards the special EGCs such as high strength EGCs and EGC at elevated temperatures are still under research. Inescapable artificial intelligence techniques were also successfully applied by few researchers which is also reviewed in-depth in this paper. Studies revealed that from various material combinations, the tensile strain capacity and compressive strength of 17% and 100 MPa was obtained to be the best. EGC fibers can sustain upto the temperature of 250 °C. Higher fineness of precursors and lower particle size of fine aggregate enhance the effectiveness of EGC. The detailed reviews help the researchers to adopt the optimum materials in the production of EGC based on their requisites and availability which would certainly adhere to the structural applications. It is notable that high-prior research is still required in testing the EGC as a retrofit material by layering and developments of special EGC like self-compacting EGCs.

工程土工聚合物复合材料(EGC)被认为是利用 100% 环保和可持续材料赋予混凝土复合材料高延展性的一项卓越创新。本文批判性地回顾了 2010 年代初至今最重要的最新文献,尤其侧重于不同材料的单独和组合影响。本文对不同材料的分析包括不同粘结剂、液体、细骨料和纤维,涉及不同研究人员在生产 EGC 时所涉及的工作性、机械和微观结构参数,其中对各种材料对生产 EGC 的特殊影响进行了批判性评述。研究发现,在 EGC 生产中,粉煤灰、钠活化剂、聚乙烯醇纤维和硅砂是最常见的材料组合,此外,一些研究人员还在 EGC 方面取得了显著成就,如超高延展性和高抗压强度,同时还总结了未来的研究挑战。高强度 EGC 和高温 EGC 等特殊 EGC 的研究仍在进行中。一些研究人员还成功应用了不可避免的人工智能技术,本文对此也进行了深入探讨。研究表明,在各种材料组合中,拉伸应变能力和抗压强度最好的分别为 17% 和 100 兆帕。EGC 纤维可以承受 250 °C 的高温。较高的前驱体细度和较低的细骨料粒度提高了 EGC 的效果。详细的综述有助于研究人员根据其要求和可用性,在生产 EGC 时采用最佳材料,从而满足结构应用的需要。值得注意的是,在通过分层测试 EGC 作为改造材料以及开发特殊 EGC(如自密实 EGC)方面,仍需要进行大量的前期研究。
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引用次数: 0
Mix design determination procedure for geopolymer concrete based on target strength method 基于目标强度法的土工聚合物混凝土混合设计确定程序
IF 4.4 3区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-07-03 DOI: 10.1007/s43452-024-01002-8
Madushan Rathnayaka, Dulakshi Karunasingha, Chamila Gunasekara, David W. Law, Kushan Wijesundara, Weena Lokuge

This study presents the development and validation of a mix design determination procedure for geopolymer concrete to achieve the desired compressive strength. The procedure integrates artificial neural network (ANN) model developed based on a comprehensive data base from literature, data clustering, and parameter optimization techniques to enhance accuracy and reliability. Experimental validation is undertaken to demonstrate the mix design determination procedure’s capability to accurately predict mix designs for geopolymer concrete based on the target compressive strength, validating its efficacy for mix proportion determination. The integration of chemical oxide content in fly ash, curing time, curing temperature, and activator properties results in a 15.9% improvement in prediction accuracy for the training dataset and a 68.3% enhancement for the testing dataset, compared to the base ANN model that includes only the weight of fly ash and activator properties. Employing data clustering techniques enables the identification of prior estimates for the mix design parameters related to specific fly ash types and target compressive strength, streamlining the mix design process by analyzing pertinent data subsets. Parameter optimization ensures refined mix proportions, achieving the desired target strength economically while minimizing material waste and cost. The development of a user interface facilitates easy manipulation of mix designs, catering to users of varying expertise levels. Additional options for deeper insights into geopolymer concrete characteristics can be integrated into the mix design determination procedure. To assess the mix design determination procedure's ability to generalize effectively, a variety of fly ash samples with distinct chemical compositions were utilized, differing from those already present in the database. This approach allows for a thorough evaluation of the mix design determination procedure's performance when presented with fly ash compositions it has not encountered before. By doing so, this provides insights into the adaptability of the mix design determination procedure beyond the limitations of the training and testing datasets.

本研究介绍了土工聚合物混凝土混合设计确定程序的开发和验证,以达到所需的抗压强度。该程序整合了基于文献综合数据库开发的人工神经网络(ANN)模型、数据聚类和参数优化技术,以提高准确性和可靠性。实验验证表明,该混合设计确定程序能够根据目标抗压强度准确预测土工聚合物混凝土的混合设计,验证了其在确定混合比例方面的功效。与仅包含粉煤灰重量和活化剂特性的基础 ANN 模型相比,整合粉煤灰中的化学氧化物含量、养护时间、养护温度和活化剂特性可使训练数据集的预测准确率提高 15.9%,测试数据集的预测准确率提高 68.3%。采用数据聚类技术可以确定与特定粉煤灰类型和目标抗压强度相关的混合设计参数的先验估计值,通过分析相关数据子集简化混合设计过程。参数优化可确保精细的混合比例,经济地达到预期的目标强度,同时最大限度地减少材料浪费和成本。用户界面的开发方便了对混合设计的操作,满足了不同专业水平用户的需求。此外,还可在混合设计确定程序中添加其他选项,以便更深入地了解土工聚合物混凝土的特性。为了评估混合设计确定程序的有效概括能力,我们使用了各种不同化学成分的粉煤灰样本,与数据库中已有的样本有所不同。通过这种方法,可以全面评估混合设计确定程序在遇到未曾遇到过的粉煤灰成分时的性能。通过这种方法,可以深入了解混合设计确定程序的适应性,从而超越训练和测试数据集的限制。
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引用次数: 0
The influence of the rolling method on cold forming ability of explosive welded Ti/steel sheets 轧制方法对爆炸焊接钛/钢板冷成形能力的影响
IF 4.4 3区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-07-02 DOI: 10.1007/s43452-024-01005-5
Maciej Motyka, Sebastian Mróz, Wojciech Więckowski, Andrzej Stefanik, Waldemar Ziaja, Marek Poręba, Janina Adamus

Products made of clad sheets are a cost-effective alternative to products made entirely of cladding material. The cladding process aims to enhance functional properties, such as corrosion resistance and tribological properties, or modify mechanical properties and conductivity. This publication analyzes the influence of the rolling method on the cold forming ability of explosive welded Ti/steel sheets. Special attention was paid to the quality of the connection between the sheets, as it significantly impacts clad sheet formability. The drawability of these clad sheets was assessed based on the mechanical and technological properties, as well as through microstructural analyses. Experimental analyses revealed that hot rolling of the clad leads to the disappearance of the wave character of the interface and formation in its area of the Frenkel plane and interface layer, which significantly affect the mechanical and technological properties of the analyzed clad. Better cold forming ability, especially in reverse bend test, were obtained for asymmetrically rolled clad, which exhibits greater uniformity of structure.

与完全由覆层材料制成的产品相比,由覆层板制成的产品是一种具有成本效益的替代品。覆层工艺旨在增强功能特性,如耐腐蚀性和摩擦学特性,或改变机械特性和导电性。本出版物分析了轧制方法对爆炸焊接钛/钢板冷成型能力的影响。其中特别关注了板材之间的连接质量,因为它对覆层板的成型性有重大影响。根据机械和技术特性,并通过微观结构分析,对这些堆焊板的可拉伸性进行了评估。实验分析表明,堆焊热轧会导致界面波浪特征消失,并在其区域形成 Frenkel 平面和界面层,这极大地影响了所分析堆焊板的机械和技术性能。非对称轧制的覆层具有更好的冷成形能力,特别是在反向弯曲试验中,其结构更加均匀。
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引用次数: 0
Numerical benchmark for road bridge damage detection from passing vehicles responses applied to four data-driven methods 从过往车辆响应检测道路桥梁损坏的数值基准,适用于四种数据驱动方法
IF 4.4 3区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-07-01 DOI: 10.1007/s43452-024-01001-9
Daniel Cantero, Zohaib Sarwar, Abdollah Malekjafarian, Robert Corbally, Mehrisadat Makki Alamdari, Prasad Cheema, Jatin Aggarwal, Hae Young Noh, Jingxiao Liu

Drive-by bridge monitoring utilizes measured responses from passing vehicles to perform damage detection of bridge, a methodology challenged by multiple factors and operational conditions. Recently, data-driven methods have been used to improve the accuracy of drive-by monitoring. This thriving research field requires (but lacks) publicly available datasets to improve and validate its monitoring and damage detection capabilities. To foster data-driven drive-by bridge damage assessment methods, this document presents an openly available dataset consisting of numerically simulated vehicle responses crossing a range of bridge spans with various damage conditions. The dataset includes results for different monitoring scenarios, road profile conditions, vehicle models, vehicle mechanical properties and speeds. The intention is to provide a useful resource to the research community that serves as a reference set of results for testing and benchmarking new developments in the field. In addition, four recently published data-driven drive-by methods have been tested using the same dataset.

通过式桥梁监测是利用测量过往车辆的反应来进行桥梁损坏检测,这种方法受到多种因素和运行条件的挑战。最近,数据驱动方法已被用于提高驾车监测的准确性。这一蓬勃发展的研究领域需要(但缺乏)公开可用的数据集来改进和验证其监测和损坏检测能力。为了促进数据驱动的驱车桥梁损坏评估方法,本文件提供了一个公开可用的数据集,其中包括数值模拟车辆通过各种损坏状况的桥梁跨度时的反应。数据集包括不同监测场景、路面状况、车辆模型、车辆机械性能和速度下的结果。其目的是为研究界提供有用的资源,作为测试和衡量该领域新发展的参考结果集。此外,还使用同一数据集测试了最近发布的四种数据驱动驾驶方法。
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引用次数: 0
Infiltration and permeability of porous ceramics simulated by random networks 用随机网络模拟多孔陶瓷的渗透和渗透率
IF 4.4 3区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-06-27 DOI: 10.1007/s43452-024-00968-9
Vladimir Mityushev, Natalia Rylko, Anna Janina Dolata, Maciej Dyzia

A network computational model for a 3D ceramic structure is developed. The model is applied to study the impact of geometric and material parameters of structure on the liquid metal flow through random porous ceramic medium in pressure infiltration processes. The characteristic geometric features of the ceramic structure favorable for liquid metal flow during the infiltration process are determined. The method of structural approximation and constructive homogenization are applied, and the discrete stationary Stokes equations on random graphs are considered. This approach gives a robust algorithm to determine the macroscopic permeability K of interpenetrating phases. The dependencies of K on the distribution of connections (windows) between the cells (inclusions) are derived. The numerical simulations demonstrate that the permeability K does not depend on the scaled distribution sizes of windows. This implies that K is proportional to the mean value of the window areas. The considered model takes into account a random complex structure of 3D ceramic. Hence, it complements the previous study on the local transport properties of tubes (windows) connecting the cells.

建立了三维陶瓷结构的网络计算模型。该模型用于研究在压力渗透过程中,结构的几何参数和材料参数对液态金属流经随机多孔陶瓷介质的影响。确定了陶瓷结构在渗透过程中有利于液态金属流动的几何特征。应用了结构近似和构造均质化方法,并考虑了随机图形上的离散静态斯托克斯方程。这种方法为确定互渗相的宏观渗透率 K 提供了一种稳健的算法。推导出了 K 与细胞(夹杂物)间连接(窗口)分布的相关性。数值模拟结果表明,渗透率 K 与窗口的比例分布大小无关。这意味着 K 与窗口面积的平均值成正比。所考虑的模型考虑了三维陶瓷的随机复杂结构。因此,它补充了之前对连接细胞的管道(窗口)的局部传输特性的研究。
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Archives of Civil and Mechanical Engineering
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