Intelligent damage diagnosis in bridges using vibration-based monitoring approaches and machine learning: A systematic review

Impact of elevated temperature on the behavior of full-scale concrete bridge deck slabs reinforced with GFRP bars

(2022) Rajai Z. Al-Rousan   Structures

Novelty detection of cable-stayed bridges based on cable force correlation exploration using spatiotemporal graph convolutional networks

(2021) Shunlong Li et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Optimum maintenance of deteriorated steel bridges using corrosion resistant steel based on system reliability and life-cycle cost

(2021) Xu Han et al.   ENGINEERING STRUCTURES

Building information modeling-based bridge health monitoring for anomaly detection under complex loading conditions using artificial neural networks

(2021) Tae Ho Kwon et al.   Journal of Civil Structural Health Monitoring

Structure monitoring and deformation analysis of tunnel structure

(2021) Hao Yang et al.   COMPOSITE STRUCTURES

Soft computing techniques in structural and earthquake engineering: a literature review

(2020) Roberto Falcone et al.   ENGINEERING STRUCTURES

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

Performance assessment of prestressed concrete bridge girders using fiber optic sensors and artificial neural networks

(2020) Omid Khandel et al.   Structure and Infrastructure Engineering

Predictive Group Maintenance Model for Networks of Bridges

(2020) Georgios M. Hadjidemetriou et al.   TRANSPORTATION RESEARCH RECORD

Machine Learning Algorithms in Civil Structural Health Monitoring: A Systematic Review

(2020) Majdi Flah et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Structural health monitoring of timber structures – Review of available methods and case studies

(2020) Pedro Palma et al.   CONSTRUCTION AND BUILDING MATERIALS

Unsupervised deep learning approach using a deep auto-encoder with an one-class support vector machine to detect structural damage

(2020) Zilong Wang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Vibration-based damage detection for bridges by deep convolutional denoising autoencoder

(2020) Zhiqiang Shang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Fatigue performance of an innovative shallow-buried modular bridge expansion joint

(2020) Yafei Ma et al.   ENGINEERING STRUCTURES

Local Strain-Based Low-Cycle Fatigue Assessment of Joint Structure in Steel Truss Bridges During Earthquakes

(2020) Chao Jiang et al.   International Journal of Steel Structures

Global bridge damage detection using multi-sensor data based on optimized functional echo state networks

(2020) Jingpei Dan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Damage detection in girder bridges using modal curvatures gapped smoothing method and Convolutional Neural Network: Application to Bo Nghi bridge

(2020) Duong Huong Nguyen et al.   THEORETICAL AND APPLIED FRACTURE MECHANICS

Damage identification in steel girder bridges using modal strain energy-based damage index method and artificial neural network

(2020) Hooman Nick et al.   ENGINEERING FAILURE ANALYSIS

A novel machine-learning based on the global search techniques using vectorized data for damage detection in structures

(2020) H. Tran-Ngoc et al.   INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications

(2020) Onur Avci et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Roles of artificial intelligence in construction engineering and management: A critical review and future trends

(2020) Yue Pan et al.   AUTOMATION IN CONSTRUCTION

Vibration-based dual-criteria approach for damage detection in arch bridges

(2019) Nirmani Jayasundara et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Vibration-based damage localization and quantification in a pretensioned concrete girder using stochastic subspace identification and particle swarm model updating

(2019) Alessandro Cancelli et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Innovative and sustainable operation and maintenance of bridges

(2019) Jens Sandager Jensen   Structure and Infrastructure Engineering

Finite Element–Based Machine-Learning Approach to Detect Damage in Bridges under Operational and Environmental Variations

(2019) Eloi Figueiredo et al.   Journal of Bridge Engineering

Damage detection historical building using mapping method in music school of the University of Guanajuato, Mexico

(2019) María Jesús Puy-Alquiza et al.   MECHANICS OF ADVANCED MATERIALS AND STRUCTURES

Subsurface damage detection of a steel bridge using deep learning and uncooled micro-bolometer

(2019) Rahmat Ali et al.   CONSTRUCTION AND BUILDING MATERIALS

An efficient artificial neural network for damage detection in bridges and beam-like structures by improving training parameters using cuckoo search algorithm

(2019) H. Tran-Ngoc et al.   ENGINEERING STRUCTURES

Data mining algorithms for bridge health monitoring: Kohonen clustering and LSTM prediction approaches

(2019) Aiping Guo et al.   JOURNAL OF SUPERCOMPUTING

Damage detection in steel-concrete composite bridge using vibration characteristics and artificial neural network

(2019) Zhi Xin Tan et al.   Structure and Infrastructure Engineering

Damage detection in a suspension bridge using modal flexibility method

(2019) Wasanthi R. Wickramasinghe et al.   ENGINEERING FAILURE ANALYSIS

Steel railway bridge fatigue damage detection using numerical models and machine learning: Mitigating influence of modeling uncertainty

(2019) Ahmed Rageh et al.   INTERNATIONAL JOURNAL OF FATIGUE

Building Information Modeling (BIM) for transportation infrastructure – Literature review, applications, challenges, and recommendations

(2018) Aaron Costin et al.   AUTOMATION IN CONSTRUCTION

Time-Frequency-Based Data-Driven Structural Diagnosis and Damage Detection for Cable-Stayed Bridges

(2018) Hong Pan et al.   Journal of Bridge Engineering

Maintenance Cost Optimization for Bridge Structures Using System Reliability Analysis and Genetic Algorithms

(2018) Farzad Ghodoosi et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Structural Identification Using Computer Vision–Based Bridge Health Monitoring

(2018) Tung Khuc et al.   JOURNAL OF STRUCTURAL ENGINEERING

Long-term bridge health monitoring and performance assessment based on a Bayesian approach

(2018) Chul-Woo Kim et al.   Structure and Infrastructure Engineering

Life cycle assessment of large scale timber bridges: A case study from the world’s longest timber bridge design in Norway

(2018) Reyn O'Born   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

Structural Health Monitoring as a Big-Data Problem

(2018) Christian Cremona et al.   Structural Engineering International

Maintenance Cost Optimization for Bridge Structures Using System Reliability Analysis and Genetic Algorithms

(2018) Farzad Ghodoosi et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Structural Identification Using Computer Vision–Based Bridge Health Monitoring

(2018) Tung Khuc et al.   JOURNAL OF STRUCTURAL ENGINEERING

Hybrid vibration and wind energy harvesting using combined piezoelectric and electromagnetic conversion for bridge health monitoring applications

(2018) Muhammad Iqbal et al.   ENERGY CONVERSION AND MANAGEMENT

Vibration-based damage detection in beam structures with multiple cracks: modal curvature vs. modal flexibility methods

(2018) Ahmet Can Altunışık et al.   Nondestructive Testing and Evaluation

Risk-based maintenance strategy for deteriorating bridges using a hybrid computational intelligence technique: a case study

(2018) Min-Yuan Cheng et al.   Structure and Infrastructure Engineering

Modal curvature-based damage localization in weakly damaged continuous beams

(2018) J. Ciambella et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Detecting damage in steel beams using modal strain energy based damage index and Artificial Neural Network

(2017) Z.X. Tan et al.   ENGINEERING FAILURE ANALYSIS

Research on structural damage detection of offshore platforms based on grouping modal strain energy

(2017) Guijie Liu et al.   OCEAN ENGINEERING

A State of the Art Review of Modal-Based Damage Detection in Bridges: Development, Challenges, and Solutions

(2017) John J. Moughty et al.   Applied Sciences-Basel

Machine learning algorithms for damage detection: Kernel-based approaches

(2016) Adam Santos et al.   JOURNAL OF SOUND AND VIBRATION

Life-cycle of structural systems: recent achievements and future directions

(2015) Dan M. Frangopol et al.   Structure and Infrastructure Engineering

Big Data: A Survey

(2014) Min Chen et al.   MOBILE NETWORKS & APPLICATIONS

Machine learning algorithms for damage detection under operational and environmental variability

(2010) Eloi Figueiredo et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL