路堤坝风险评估的可视化要求

Q1 Engineering
Varun Kasireddy, S. Ergan, B. Akinci, Nur Sila Gulgec
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引用次数: 16

摘要

在过去的十年里,美国老化的基础设施已经引起了相当多的关注。作为一种重要的基础设施,美国的堤防大坝需要大量投资来升级老化的部分。由于预算有限,通过风险评估了解结构随时间的行为对于优先考虑水坝至关重要。在堤防大坝的风险评估过程中,工程师利用这些结构的设计、施工和运行阶段的当前和历史数据。面临的挑战是,在风险评估过程中,来自不同学科(如岩土、水力学)的各种工程师聚集在一起,以及他们如何根据需要执行的学科特定分析来可视化可用数据集的变化。本研究的目的是了解美国陆军工程兵团(USACE)工程师在处理自大坝建立以来积累的大量数据时,参与堤防大坝风险评估的学科特定可视化需求。方法通过三个阶段的研究方法确定需求,包括与定期参与风险评估过程的工程师面谈,纸牌游戏以及审查堤防大坝风险评估的标准和已发表的工作。本文提供了与来自USACE不同学科的工程师进行的研究结果。调查结果包括工程师查看大型数据集的特定学科可视化要求,这些数据集包含静态数据(例如设计信息)和时间序列数据(例如压力表数据,纪念碑测量等),这些数据是自大坝开始以来积累的。研究结果表明,在传感器数据(可根据工程师的专业需求进行查询)和数据分析结果的叠加下,大坝布局、组件和几何形状在3D设置中的可视化为工程师提供了更好的灵活性,以了解与潜在破坏模式相关的风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Visualization requirements of engineers for risk assessment of embankment dams
BackgroundAging infrastructure in the US has gained quite a bit of attention in the past decade. Being one type of a critical infrastructure, embankment dams in the US require significant investment to upgrade the deteriorated parts. Due to limited budgets, understanding the behavior of structures over time through risk assessment is essential to prioritize dams. During the risk assessment for embankment dams, engineers utilize current and historical data from the design, construction, and operation phases of these structures. The challenge is that during risk assessment, various engineers from different disciplines (e.g., geotechnical, hydraulics) come together, and how they would like to visualize the available datasets changes based on the discipline-specific analyses they need to perform. The objective of this research study is to understand the discipline-specific visualization needs of engineers from US Army Corps of Engineers (USACE) who are involved in risk assessment of embankment dams when they deal with large set of data accumulated since the inception of dams.MethodsThe requirements were identified through a three-phased research approach including interviews with engineers who are regularly involved in risk assessment processes, a card game and review of standards and published work on risk assessment of embankment dams.ResultsThis paper provides the findings of research conducted with engineers coming from different disciplines within USACE. Findings comprise discipline-specific visualization requirements of engineers for viewing large datasets, containing static data (e.g. design information) and time-series data (e.g. piezometer data, monument measurements etc.), accumulated since the inception of dams.ConclusionsThe findings suggest that the visualization of the dam layout, components and geometry within 3D settings overlaid with sensor data (which could be queried based on engineers’ discipline-specific needs) and data analytics results provide a better flexibility to engineers to understand the risk associated with potential failure modes.
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来源期刊
Visualization in Engineering
Visualization in Engineering Engineering-Engineering (miscellaneous)
CiteScore
8.60
自引率
0.00%
发文量
0
期刊介绍: Visualization in Engineering publishes original research results regarding visualization paradigms, models, technologies, and applications that contribute significantly to the advancement of engineering in all branches, including medical, biological, civil, architectural, mechanical, manufacturing, industrial, aerospace, and meteorological engineering and beyond. The journal solicits research papers with particular emphasis on essential research problems, innovative solutions, and rigorous validations.
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