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A key challenge in monitoring and managing the structural health of bridges is the high-cost associated with specialized sensor networks. In the past decade, researchers predicted that cheap, ubiquitous mobile sensors would revolutionize…

This study presents a flexible approach for bridge modal identification using smartphone data collected by a large pool of passing vehicles. With each trip of a mobile sensor, the spatio-temporal response of the bridge is sampled, plus…

信号处理 · 电气工程与系统科学 2020-11-10 Soheil Sadeghi Eshkevari , Liam Cronin , Shamim N. Pakzad , Thomas J. Matarazzo

Bridge Health Monitoring (BHM) enables early damage detection of bridges and is thus critical for avoiding more severe damages that might result in major financial and human losses. However, conventional BHM systems require dedicated…

系统与控制 · 电气工程与系统科学 2022-05-12 Jingxiao Liu , Siyuan Yuan , Bin Luo , Biondo Biondi , Hae Young Noh

Vehicles crossing bridge structures respond dynamically to the bridge's vibrations. An acceleration signal collected within a moving vehicle contains a trace of the bridge's structural response, but also includes other sources such as the…

信号处理 · 电气工程与系统科学 2020-03-05 Soheil Sadeghi Eshkevari , Thomas J. Matarazzo , Shamim N. Pakzad

This paper explores the feasibility of utilizing the response recorded by a single moving sensor to identify the modal parameters of a bridge system under different loading conditions, such as known excitation and unknown random…

其他统计学 · 统计学 2025-09-08 Dhiraj Ghosh , Suparno Mukhopadhyay , Shaily Jain

Wireless sensor network (WSN) based SHM systems have shown significant improvement as compared to traditional wired-SHM systems in terms of cost, accuracy, and reliability of the monitoring. However, due to the resource-constrained nature…

信号处理 · 电气工程与系统科学 2020-08-18 Rahul Kumar Verma , K. K. Pattanaik , P. B. R. Dissanayake , A. J. Dammika , H. A. D. Samith Buddika , Mosbeh R. Kaloop

Image-based vibration mode identification gained increased attentions in civil and construction communities. A recent video-based motion magnification method was developed to measure and visualize small structure motions. This new approach…

计算机视觉与模式识别 · 计算机科学 2017-12-19 Zhexiong Shang , Zhigang Shen

One of the most prevalent causes of bridge failure around the world is scour, the gradual erosion of soil around a bridge foundation due to fast-flowing water. A reliable technique for monitoring scour would help bridge engineers take…

应用物理 · 物理学 2020-07-14 KKGKD Kariyawasam , CR Middleton , G Madabhushi , KH Haigh , JP Talbot

Distributed Acoustic Sensing (DAS) of ambient vibrations is a promising technique in the context of structural health monitoring of civil engineering structures. The methodology uses Rayleigh backscattered light from small deformations at…

Earthquakes cause catastrophic damage to buildings and loss of human life. Civil engineers across the globe design earthquake-resistant buildings to minimize this damage. Conventionally, the structures are designed to resist the…

We introduce a physics-guided signal processing approach to extract a damage-sensitive and domain-invariant (DS & DI) feature from acceleration response data of a vehicle traveling over a bridge to assess bridge health. Motivated by…

计算工程、金融与科学 · 计算机科学 2022-09-07 Jingxiao Liu , Bingqing Chen , Siheng Chen , Mario Berges , Jacobo Bielak , HaeYoung Noh

Modern real-time Structural Health Monitoring systems can generate a considerable amount of information that must be processed and evaluated for detecting early anomalies and generating prompt warnings and alarms about the civil…

网络与互联网体系结构 · 计算机科学 2022-03-11 Amirhossein Moallemi , Alessio Burrello , Davide Brunelli , Luca Benini

Structural health monitoring is important to make sure bridges do not fail. Since direct monitoring can be complicated and expensive, indirect methods have been a focus on research. Indirect monitoring can be much cheaper and easier to…

机器学习 · 计算机科学 2023-01-25 Achyuth Madabhushi

The rising number of bridge collapses worldwide has compelled governments to introduce predictive maintenance strategies to extend structural lifespan. In this context, vibration-based Structural Health Monitoring (SHM) techniques utilizing…

计算工程、金融与科学 · 计算机科学 2024-11-11 Elisa Tomassini , Enrique García-Macías , Filippo Ubertini

Structural Health Monitoring (SHM) systems are critical for monitoring aging infrastructure (such as buildings or bridges) in a cost-effective manner. Such systems typically involve collections of battery-operated wireless sensors that…

信息论 · 计算机科学 2015-06-16 Jae Young Park , Michael B. Wakin , Anna C. Gilbert

Damage detection of mechanical structures such as bridges is an important research problem in civil engineering. Using spatially distributed sensor time series data collected from a recent experiment on a local bridge in upper state New…

应用统计 · 统计学 2017-01-02 Amila Sudu Ambegedara , Jie Sun , Kerop Janoyan , Erik Bollt

Vibration-based Structural Health Monitoring (SHM) techniques are among the most common approaches for structural damage identification. The presence of damage in structures may be identified by monitoring the changes in dynamic behavior…

图像与视频处理 · 电气工程与系统科学 2018-04-11 Aral Sarrafi , Zhu Mao , Christopher Niezrecki , Peyman Poozesh

An increasing amount of civil engineering applications are utilising data acquired from infrastructure instrumented with sensing devices. This data has an important role in monitoring the response of these structures to excitation, and…

机器学习 · 计算机科学 2019-04-15 Alastair Gregory , Din-Houn Lau , Alex Tessier , Pan Zhang

Accurate and efficient structural health monitoring of infrastructure objects such as bridges is a vital task, as many existing constructions have already reached or are approaching their planned service life. In this contribution, we…

计算机视觉与模式识别 · 计算机科学 2025-08-18 Mehdi Maboudi , Jan Backhaus , Inka Mai , Yahya Ghassoun , Yogesh Khedar , Dirk Lowke , Bjoern Riedel , Ulf Bestmann , Markus Gerke

Wireless Smart Sensors (WSS) process field data and inform structural engineers and owners about the infrastructure health and safety. In bridge engineering, inspectors make decisions using objective data from each bridge. They decide about…

人机交互 · 计算机科学 2021-10-19 M. Aguero , D. Doyle , D. Mascarenas , F. Moreu
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