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Virtual Environments for Visualizing Structural Health Monitoring Sensor Networks Data and Metadata

机译:用于可视化结构健康监控传感器网络数据和元数据的虚拟环境

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摘要

Visualization of sensor networks, data, and metadata is becoming one of the most pivotal aspects of the structural health monitoring (SHM) process. Without the ability to communicate efficiently and effectively between disparate groups working on a project, an SHM system can be underused, misunderstood, or even abandoned. For this reason, this work seeks to evaluate visualization techniques in the field, identify flaws in current practices, and devise a new method for visualizing and accessing SHM data and metadata in 3D. More precisely, the work presented here reflects a method and digital workflow for integrating SHM sensor networks, data, and metadata into a virtual reality environment by combining spherical imaging and informational modeling. Both intuitive and interactive, this method fosters communication on a project enabling diverse practitioners of SHM to efficiently consult and use the sensor networks, data, and metadata. The method is presented through its implementation on a case study, Streicker Bridge at Princeton University campus. To illustrate the efficiency of the new method, the time and data file size were compared to other potential methods used for visualizing and accessing SHM sensor networks, data, and metadata in 3D. Additionally, feedback from civil engineering students familiar with SHM is used for validation. Recommendations on how different groups working together on an SHM project can create SHM virtual environment and convey data to proper audiences, are also included.
机译:传感器网络,数据和元数据的可视化已成为结构健康监控(SHM)过程最关键的方面之一。如果没有能力在一个项目的不同团队之间进行有效的沟通,那么SHM系统可能会被利用不足,被误解甚至被抛弃。因此,这项工作旨在评估该领域的可视化技术,发现当前实践中的缺陷,并设计一种新的方法来可视化和访问3D中的SHM数据和元数据。更准确地说,此处介绍的工作反映了一种通过结合球面成像和信息建模将SHM传感器网络,数据和元数据集成到虚拟现实环境中的方法和数字工作流程。这种方法既直观又交互式,可促进项目上的交流,使SHM的不同从业者能够有效地查询和使用传感器网络,数据和元数据。通过在普林斯顿大学校园的Streicker Bridge案例研究中实现该方法来进行介绍。为了说明新方法的效率,将时间和数据文件大小与用于可视化和访问3D中的SHM传感器网络,数据和元数据的其他可能方法进行了比较。此外,还将使用熟悉SHM的土木工程专业学生的反馈进行验证。还包括有关在SHM项目上一起工作的不同小组如何创建SHM虚拟环境并将数据传达给适当的受众的建议。

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