Abstract

As important links in the transport infrastructure system, cable-stayed bridges are among the most popular candidates for implementing structural health monitoring (SHM) technology. The primary aim of SHM for these bridges is to ensure their structural integrity and satisfactory performance by monitoring their behaviour over time. Finite element (FE) model updating is a well-recognised approach for SHM purposes, as an accurate model serves as a baseline reference for damage detection and long-term monitoring efforts. One of the many challenges is the development of the initial FE model that can accurately reflect the dynamic characteristics and the overall behaviour of a bridge. Given the size, slenderness, use of long cables, and high levels of structural redundancy, precise initial models of long-span cable-stayed bridges are desirable to better facilitate the model updating process and to improve the accuracy of the final updated model. To date, very few studies offer in-depth discussions on the modelling approaches for cable-stayed bridges and the methods used for model updating. As such, this article presents the latest advances in finite element modelling and model updating methods that have been widely adopted for cable-stayed bridges, through a critical literature review of existing research work. An overview of current SHM research is presented first, followed by a comprehensive review of finite element modelling of cable-stayed bridges, including modelling approaches of the deck girder and cables. A general overview of model updating methods is then given before reviewing the model updating applications to cable-stayed bridges. Finally, an evaluation of all available methods and assessment for future research outlook are presented to summarise the research achievements and current limitations in this field.

Highlights

  • The speed of construction, economic viability, and greater stiffness offered by cable-stayed bridges help explain why they have become a popular choice for spans ranging between 100 m to 1000 m

  • Iterative FE model updating (FEMU) methods are known as deterministic parameter updating methods as the parameters of the Finite element (FE) model are modified iteratively to minimise the differences between the measurements and the analytical predictions

  • Bayesian updating applications to bridges include those by Asadollahi et al [28] who updated a cable-stayed bridge using TMCMC, Pepi et al [126] who sampled data using Metropolis-Hasting Markov Chain Monte Carlo (MH-MCMC) for updating a cable-stayed footbridge, Baisthakur and Chakraborty [127] who developed a modified Hamiltonian Monte Carlo (HMC) algorithm for updating a steel truss bridge, and Mao et al [128] who conducted Bayesian updating of a suspension bridge using HMC sampling

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Summary

Introduction

Finite element (FE) model updating is a well-recognised approach for SHM purposes, as an accurate model serves as a baseline reference for damage detection and long-term monitoring efforts. Very few studies offer in-depth discussions on the modelling approaches for cable-stayed bridges and the methods used for model updating. This article presents the latest advances in finite element modelling and model updating methods that have been widely adopted for cable-stayed bridges, through a critical literature review of existing research work. An overview of current SHM research is presented first, followed by a comprehensive review of finite element modelling of cable-stayed bridges, including modelling approaches of the deck girder and cables.

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