Data calibration of the actual versus the theoretical micro electro mechanical systems (MEMS) based accelerometer reading through remote monitoring of Padre Jacinto Zamora Flyover

J. M. Payawal, F. A. Uy, J. Carreon
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引用次数: 4

Abstract

This paper shows the application of Structural Health Monitoring, SHM into bridges. Bridges are structures built to provide passage over a physical obstruction such as rivers, chasms or roads. The Philippines has a total of 8,166 national bridges as published on the 2015 atlas of the Department of Public Works and Highways (DPWH) and only 2,924 or 35.81% of these bridges are in good condition. As a result, PHP 30.464 billion of the 2016 budget of DPWH is allocated on roads and/or bridges maintenance alone. Intensive spending is owed to the present practice of outdated manual inspection and assessment, and poor structural health monitoring of Philippine infrastructures. As the School of Civil, Environmental, & Geological Engineering of Mapua Institute of Technology (MIT) continuous its well driven passion in research based projects, a partnership with the Department of Science and Technology (DOST) and the DPWH launched the application of Structural Health Monitoring, (SHM) in Padre Jacinto Zamora Flyover. The flyover is located along Nagtahan Boulevard in Sta. Mesa, Manila that connects Brgy. 411 and Brgy. 635. It gives service to vehicles going from Lacson Avenue to Mabini Bridge passing over Legarda Flyover. The flyover is chosen among the many located bridges in Metro Manila as the focus of the pilot testing due to its site accessibility, and complete structural built plans and specifications necessary for SHM as provided by the Bureau of Design, BOD department of DPWH. This paper focuses on providing a method to calibrate theoretical readings from STAAD Vi8 Pro and sync the data to actual MEMS accelerometer readings. It is observed that while the design standards used in constructing the flyover was reflected on the model, actual readings of MEMS accelerometer display a large difference compared to the theoretical data ran and taken from STAAD Vi8 Pro. In achieving true seismic response of the modeled bridge or hence syncing the theoretical data to the actual sensor reading also called as the independent variable of this paper, analysis using single degree of freedom (SDOF) of the flyover under free vibration without damping using STAAD Vi8 Pro is done. The earthquake excitation and bridge responses is subjected to earthquake ground motion in the form of ground acceleration or Peak Ground Acceleration, PGA. Translational acceleration load is used to simulate the ground motion of the time history analysis acceleration record in STAAD Vi8 Pro. Though sensors measure three axes simultatniously, SDAF will be used in the analysis since this paper focuses in the up and down movement of the bridge being inspected. Lastly, environmental factors such as wind and rainfall were all viewed as external elements. With this, upon calibration, these factors were corrected not to affect the readings of the sensors used in the study.
通过对Padre Jacinto Zamora立交桥的远程监控,对基于微机电系统(MEMS)的加速度计读数进行了实际与理论的数据校准
本文介绍了结构健康监测(SHM)在桥梁中的应用。桥梁是为跨越河流、峡谷或道路等物理障碍物而建造的结构。根据菲律宾公共工程和公路部(DPWH) 2015年的地图集,菲律宾共有8166座国家桥梁,其中只有2924座或35.81%的桥梁处于良好状态。因此,DPWH 2016年预算中的304.64亿菲律宾比索仅用于道路和/或桥梁维护。目前人工检查和评估的做法过时,菲律宾基础设施的结构健康监测不佳,这是造成大量开支的原因。随着马普阿理工学院土木、环境和地质工程学院(MIT)继续对基于研究的项目充满热情,与科技部(DOST)和DPWH合作,在Padre Jacinto Zamora立交桥上启动了结构健康监测(SHM)的应用。这座立交桥位于巴基斯坦的Nagtahan大道沿线。马尼拉梅萨,连接411号和635号公路。它为从拉克森大道到马比尼桥经过莱加尔达立交桥的车辆提供服务。这座立交桥在马尼拉大都会的众多桥梁中被选中作为试点测试的重点,因为它的场地可达性,以及由DPWH BOD部门设计局提供的SHM所需的完整结构建造计划和规格。本文的重点是提供一种方法来校准STAAD Vi8 Pro的理论读数,并将数据同步到实际的MEMS加速度计读数。可以观察到,虽然在构建立交桥时使用的设计标准反映在模型中,但MEMS加速度计的实际读数与从STAAD Vi8 Pro中运行和获取的理论数据相比,显示出很大的差异。为了获得模型桥梁的真实地震反应,或因此将理论数据与实际传感器读数(也称为本文的自变量)同步,使用STAAD Vi8 Pro进行了立交桥在无阻尼自由振动下的单自由度(SDOF)分析。地震激励和桥梁响应以地加速度或峰值地加速度(PGA)的形式受到地震地震动。在STAAD Vi8 Pro中利用平移加速度载荷模拟地震动时程分析加速度记录。虽然传感器同时测量三个轴,但由于本文关注的是被测桥梁的上下运动,因此将使用SDAF进行分析。最后,风和降雨等环境因素都被视为外部因素。这样,在校准后,这些因素被纠正,不影响研究中使用的传感器的读数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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