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Journal of Computing in Civil Engineering最新文献

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Urban-Level Data Interoperability for Management of Building and Civil Infrastructure Systems during the Disaster Phases Using Model View Definitions 灾害阶段使用模型视图定义的建筑和民用基础设施系统管理的城市级数据互操作性
IF 6.9 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-01-01 DOI: 10.1061/(asce)cp.1943-5487.0001040
Moeid Shariatfar, Yong-Cheol Lee
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引用次数: 0
Structural Deterioration Knowledge Ontology towards Physics-Informed Machine Learning for Enhanced Bridge Deterioration Prediction 面向物理信息机器学习的结构退化知识本体增强桥梁退化预测
IF 6.9 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-01-01 DOI: 10.1061/(asce)cp.1943-5487.0001066
Xi Hu, Kaijian Liu
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引用次数: 3
Multilevel Genetic Algorithm–Based Acoustic–Elastodynamic Imaging of Coupled Fluid–Solid Media to Detect an Underground Cavity 基于多级遗传算法的流-固耦合介质声弹动力成像探测地下洞室
2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-01-01 DOI: 10.1061/(asce)cp.1943-5487.0001058
Bruno Guidio, Boo Hyun Nam, Chanseok Jeong
This work studied the feasibility of imaging a coupled fluid–solid system using the elastodynamic and acoustic waves initiated from the top surface of a computational domain. A one-dimensional system, in which a fluid layer was surrounded by two solid layers, was considered. The bottom solid layer was truncated using a wave-absorbing boundary condition (WABC). The wave responses were measured by a sensor located on the top surface, and the measured signal contained information about the underlying physical system. Using the measured wave responses, the elastic moduli of the solid layers and the depths of the interfaces between the solid and fluid layers were identified. A multilevel genetic algorithm (GA) combined with a frequency-continuation scheme to invert the values of sought-for parameters was employed. The numerical results showed that (1) the depths of solid–fluid interfaces and elastic moduli can be reconstructed by the presented method, (2) the frequency-continuation scheme improves the convergence of the estimated values of parameters toward their targeted values, and (3) a preliminary inversion using an all-solid model can be employed to identify if a fluid layer exists in the model by showing one layer with a very large value of Young’s modulus (with a value similar to that of the bulk modulus of water) and a mass density similar to that of water. Then the primary GA inversion method, based on a fluid–solid model, can be utilized to adjust the soil characteristics and fine-tune the locations of the fluid layer. If this work is extended to a 3D setting, it can be instrumental in finding unknown locations of fluid–filled voids in geological formations that can lead to ground instability and/or collapse (e.g., natural or anthropogenic sinkholes, urban cave-in subsidence, and so forth).
本文研究了利用从计算域顶面发起的弹性动力波和声波对耦合流固系统进行成像的可行性。考虑了一个流体层被两个固体层包围的一维系统。采用吸波边界条件(WABC)截断底部固体层。声波响应由位于顶部表面的传感器测量,测量的信号包含有关底层物理系统的信息。利用实测的波响应,确定了固体层的弹性模量和固体层与流体层之间的界面深度。采用多级遗传算法结合频率延拓法对所寻参数进行反演。数值结果表明:(1)该方法可以重构固流界面深度和弹性模量;(2)频率延拓方案提高了参数估计值向目标值收敛性;(3)采用全固体模型进行初步反演,通过显示一个杨氏模量非常大(与水的体积模量相似)、质量密度与水相似的层,可以识别模型中是否存在流体层。然后利用基于流-固模型的初级遗传算法反演土壤特性,对流体层位置进行微调。如果这项工作扩展到3D环境,它可以帮助寻找地质构造中未知位置的充满流体的空隙,这些空隙可能导致地面不稳定和/或塌陷(例如,自然或人为的天坑、城市塌方等)。
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引用次数: 1
Prediction-Based Path Planning for Safe and Efficient Human-Robot Collaboration in Construction via Deep Reinforcement Learning 基于深度强化学习的安全高效人机协同施工路径规划
IF 6.9 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-01-01 DOI: 10.1061/(asce)cp.1943-5487.0001056
Jiannan Cai, A. Du, Xiaoyun Liang, Shuai Li
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引用次数: 9
BIM-Enabled Infrastructure Asset Management Using Information Containers and Semantic Web 使用信息容器和语义Web支持bim的基础设施资产管理
IF 6.9 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-01-01 DOI: 10.1061/(asce)cp.1943-5487.0001051
P. Hagedorn, L. Liu, M. König, R. Hajdin, T. Blumenfeld, M. Stöckner, Maximilian Billmaier, K. Grossauer, Kenneth Gavin
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引用次数: 6
Ontology-Based Expert System for Automated Monitoring of Building Energy Systems 基于本体的建筑能源系统自动监测专家系统
IF 6.9 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-01-01 DOI: 10.1061/(asce)cp.1943-5487.0001065
H. Pruvost, Andreas Wilde, Olaf Enge-Rosenblatt
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引用次数: 3
Investigation of Critical Factors for Future-Proofed Transportation Infrastructure Planning Using Topic Modeling and Association Rule Mining 基于主题建模和关联规则挖掘的面向未来的交通基础设施规划关键因素研究
IF 6.9 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-01-01 DOI: 10.1061/(asce)cp.1943-5487.0001059
Sudipta Chowdhury, Jinghua Zhu
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引用次数: 5
Collective Sensing of Workers' Loss of Body Balance for Slip, Trip, and Fall Hazard Identification: Field Validation Study 工人身体平衡丧失对滑倒、绊倒和坠落危险识别的集体感知:现场验证研究
IF 6.9 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-01-01 DOI: 10.1061/jccee5.cpeng-4938
Hoonyong Lee, Gaang Lee, Seongeun Park, Sanghyun Lee, Jesse V. Jacobs, C. Ahn
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引用次数: 1
Assessing Daily Activity Routines Using an Unsupervised Approach in a Smart Home Environment 在智能家居环境中使用无监督方法评估日常活动程序
IF 6.9 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-01-01 DOI: 10.1061/jccee5.cpeng-4895
Bogyeong Lee, P. Mohan, Theodora Chaspari, C. Ahn
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引用次数: 0
Analyzing Schedule Dependency and Sequencing Changes for Robotic Construction Using Graph Analysis 利用图分析分析机器人施工的进度依赖和顺序变化
IF 6.9 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-01-01 DOI: 10.1061/(asce)cp.1943-5487.0001057
Tessa Beauchat, Yuqing Hu, R. Leicht, Clinton Suanico
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引用次数: 1
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Journal of Computing in Civil Engineering
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