Structural Identification and Damage Detection in Bridges using ...

Review of artificial intelligence-based bridge damage detection

As a result, this paper classifies bridge damage detection studies into six categories from the types of sensing data: visual image, point cloud ...

Damage identification for bridges using machine learning - arXiv

According to Rytter [1] , structural health monitoring (SHM) fundamentally comprises of detection, assessment, localization, and prediction.

Load identification and structural damage detection of bridges

Abstract: Load identification and structural damage detection are two important research areas in bridge structural health monitoring (SHM). In ...

Damage Identification in Structural Health Monitoring

When using damag- detection techniques that are noninvasive and use sensors that are permanently installed on the structure, which is the case in SHM, the ...

Bridge Damage Identification Methods | Encyclopedia MDPI

The structures are initially equipped with a variety of sensors to gather useful measurements (such as acceleration and displacement). Using ...

Structural Damage Identification of Bridges from Passing Test Vehicles

By comparing the bending stiffness values identified from the vehicle-collected data for the bridge under the undamaged and damaged states that are ...

Damage detection of bridge structures under moving loads based ...

This study proposes a new damage identification method based on a combination of complete ensemble empirical mode decomposition (CEEMD) and power spectrum ...

Bridge Damage Detection Approach Using a Roving Camera ... - MDPI

Structural Health Monitoring (SHM) systems provide a means of objectively capturing and quantifying this change under operational conditions. The application of ...

Structural Health Monitoring and Damage Identification of Full-Scale ...

Vibration based damage detection is a nondestructive structural health monitoring approach that uses changes in the dynamic characteristics of a structure ...

structural health monitoring of bridges: physics-based assessment ...

management of bridges, in which the structural analysis and the early damage detection are ... goal of performing damage identification in bridges using ...

Drive-by damage detection in bridges using the apparent profile

Also, the bridge itself does not need to be instrumented, and so the concept has the potential to be far more cost effective than traditional Structural Health ...

Recent progress and future trends on damage identification ...

and quantification of suspension bridges; damage identification of large structural ... Damage detection in bridge structure using vibration data under random ...

Vehicle-Bridge Interaction Simulation and Damage Identification of a ...

It aims to detect damage by analyzing the response of passing vehicles, taking into account VBI. The theoretical foundation of this method begins with ...

A Two-Step Drive-By Bridge Damage Detection Using Dual Kalman ...

This paper presents a new two-step method for the bridge damage identification from only the dynamic responses of a passing vehicle without the road surface ...

Building information modeling integrated with damage detection ...

A finite element model of a bridge girder is established to investigate vibration characteristics under prestressing loss and structural damage. Frequency-based ...

Damage Identification in Bridges by Processing Dynamic ... - OUCI

The detection of damage in bridges subjected to moving loads has attracted increasing attention in the field of structural health monitoring.

Bridge damage identification using deep learning-based ...

Recently, Sharma and Sen (2020) showed the applicability of 1D CNN for damage detection in structural steel frames. The study explored the applicability to ...

Damage-Detection Approach for Bridges with - ProQuest

It was theoretically confirmed that a CAE-based damage-detection approach using these DSFs can effectively detect bridge damage [2]. After the theoretical ...

BWIM aided damage detection in bridges using machine learning

Unknown parameters are inferred from signals measured on the structure. In this way, eventual reduction in stiffness can be detected. One of the ...

A Damage Identification Procedure for Bridge Structures with Energy ...

A Damage Identification Procedure for Bridge Structures with Energy Dissipation Devices Author: Benzoni, Gianmario University of California, ...