Prediction and early warning of wind-induced girder and tower vibration in cable-stayed bridges with machine learning-based approach

Incorporating site-specific weigh-in-motion data into fatigue life assessment of expansion joints under dynamic vehicle load

(2022) Zhen Sun et al.   ENGINEERING STRUCTURES

Vision and Support Vector Machine–Based Train Classification Using Weigh-in-Motion Data

(2022) Zhen Sun et al.   Journal of Bridge Engineering

Data-driven structural condition assessment for high-speed railway bridges using multi-band FIR filtering and clustering

(2022) Yiwei Li et al.   Structures

Effectiveness Assessment of TMDs in Bridges under Strong Winds Incorporating Machine-Learning Techniques

(2022) Zhen Sun et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Implementing ensemble learning methods to predict the shear strength of RC deep beams with/without web reinforcements

(2021) De-Cheng Feng et al.   ENGINEERING STRUCTURES

Complex frequency identification using real modal shapes for a structure with proportional damping

(2021) Chun‐Xu Qu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Damage Detection for Expansion Joints of a Combined Highway and Railway Bridge Based on Long-Term Monitoring Data

(2021) Zhe-Heng Chen et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Cable effective length model error-based bridge performance warning method under thermal action

(2021) Yan Wang et al.   ADVANCES IN STRUCTURAL ENGINEERING

Buffeting analysis of a suspension bridge under construction based on adjacent wind field data

(2021) Chengyin Liu et al.   ENGINEERING STRUCTURES

Reliability-based vehicle weight limit determination for urban bridge network subjected to stochastic traffic flow considering vehicle-bridge coupling

(2021) Shi-Zhi Chen et al.   ENGINEERING STRUCTURES

Structural Crack Detection from Benchmark Data Sets Using Pruned Fully Convolutional Networks

(2021) X. W. Ye et al.   JOURNAL OF STRUCTURAL ENGINEERING

Sparse Gaussian process regression for multi-step ahead forecasting of wind gusts combining numerical weather predictions and on-site measurements

(2021) Hao Wang et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Prediction of spectral accelerations of aftershock ground motion with deep learning method

(2021) Yinjun Ding et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Transfer-learning guided Bayesian model updating for damage identification considering modeling uncertainty

(2021) Zhiming Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Predicting fatigue damage of highway suspension bridge hangers using weigh-in-motion data and machine learning

(2020) Yang Deng et al.   Structure and Infrastructure Engineering

Review of Bridge Structural Health Monitoring Aided by Big Data and Artificial Intelligence: From Condition Assessment to Damage Detection

(2020) Limin Sun et al.   JOURNAL OF STRUCTURAL ENGINEERING

Buffeting response of long-span bridges considering uncertain turbulence parameters using the environmental contour method

(2020) Tor M. Lystad et al.   ENGINEERING STRUCTURES

Experimental Investigation on Wear Resistance of Bushing in Bridge Suspenders

(2020) Feng Wang et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Review on the new development of vibration-based damage identification for civil engineering structures: 2010–2019

(2020) Rongrong Hou et al.   JOURNAL OF SOUND AND VIBRATION

Drive comfort and safety evaluation for vortex-induced vibration of a suspension bridge based on monitoring data

(2020) Sugong Cao et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Probabilistic Framework with Bayesian Optimization for Predicting Typhoon-Induced Dynamic Responses of a Long-Span Bridge

(2020) Yi-Ming Zhang et al.   JOURNAL OF STRUCTURAL ENGINEERING

Machine learning paradigm for structural health monitoring

(2020) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Load-carrying capacity evaluation of girder bridge using moving vehicle

(2020) Zhen Sun et al.   ENGINEERING STRUCTURES

Live-load strain evaluation of the prestressed concrete box-girder bridge using deep learning and clustering

(2019) Hanwei Zhao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Modelling of longitudinal evolutionary power spectral density of typhoon winds considering high-frequency subrange

(2019) Tianyou Tao et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Tuned Mass Dampers for Wind-Induced Vibration Control of Chongqi Bridge

(2019) Zhen Sun et al.   Journal of Bridge Engineering

Dynamic Performance Evaluation of a High-Speed Four-Track Railway Bridge Traversed by Multiple Trains

(2018) Han-Wei Zhao et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Effects of high winds on a long-span sea-crossing bridge based on structural health monitoring

(2018) Yi Zhou et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Prediction model of velocity field around circular cylinder over various Reynolds numbers by fusion convolutional neural networks based on pressure on the cylinder

(2018) Xiaowei Jin et al.   PHYSICS OF FLUIDS

Investigation of dynamic properties of long-span cable-stayed bridges based on one-year monitoring data under normal operating condition

(2018) Jian-Xiao Mao et al.   Structural Control & Health Monitoring

Stochastic collocation-based nonlinear analysis of concrete bridges with uncertain parameters

(2018) Araliya Mosleh et al.   Structure and Infrastructure Engineering

Bayesian multi-task learning methodology for reconstruction of structural health monitoring data

(2018) Hua-Ping Wan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Behavior Analysis and Early Warning of Girder Deflections of a Steel-Truss Arch Railway Bridge under the Effects of Temperature and Trains: Case Study

(2018) Han-Wei Zhao et al.   Journal of Bridge Engineering

Long-term monitoring of wind field characteristics and dynamic response of a long-span suspension bridge in complex terrain

(2017) Aksel Fenerci et al.   ENGINEERING STRUCTURES

Cluster analysis of winds and wind-induced vibrations on a long-span bridge based on long-term field monitoring data

(2017) Shanwu Li et al.   ENGINEERING STRUCTURES

Utilization of structural health monitoring in long-span bridges: Case studies

(2017) Zhen Sun et al.   Structural Control & Health Monitoring

Parametric study on buffeting performance of a long-span triple-tower suspension bridge

(2017) Tianyou Tao et al.   Structure and Infrastructure Engineering

Towards an efficient method of predicting vehicle-induced response of bridge

(2016) Zhen Sun et al.   ENGINEERING COMPUTATIONS

Buffeting response of a suspension bridge in complex terrain

(2016) Etienne Cheynet et al.   ENGINEERING STRUCTURES

An experimental investigation on vortex induced vibration of a flexible inclined cable under a shear flow

(2015) Wen-Li Chen et al.   JOURNAL OF FLUIDS AND STRUCTURES

Investigation and control of vortex-induced vibration of twin box girders

(2013) Shujin Laima et al.   JOURNAL OF FLUIDS AND STRUCTURES

Suppression of vortex-induced vibration of a circular cylinder using suction-based flow control

(2013) Wen-Li Chen et al.   JOURNAL OF FLUIDS AND STRUCTURES

Vibration Mechanisms and Controls of Long-Span Bridges: A Review

(2013) Yozo Fujino et al.   Structural Engineering International

Observed along-wind vibration of a suspension bridge tower

(2012) Dionysius M. Siringoringo et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS