Novel methodology for identifying the weight of moving vehicles on bridges using structural response pattern extraction and deep learning algorithms

Model updating of an existing bridge with high-dimensional variables using modified particle swarm optimization and ambient excitation data

(2020) Zhiyuan Xia et al.   MEASUREMENT

Intelligent fault diagnosis of rotating machinery via wavelet transform, generative adversarial nets and convolutional neural network

(2020) Pengfei Liang et al.   MEASUREMENT

Automatic seismic damage identification of reinforced concrete columns from images by a region-based deep convolutional neural network

(2019) Yang Xu et al.   Structural Control & Health Monitoring

A methodology for obtaining spatiotemporal information of the vehicles on bridges based on computer vision

(2019) Bo Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Intelligent fault diagnosis method of planetary gearboxes based on convolution neural network and discrete wavelet transform

(2019) Renxiang Chen et al.   COMPUTERS IN INDUSTRY

Prediction of bridge maximum load effects under growing traffic using non-stationary bayesian method

(2019) Yang Yu et al.   ENGINEERING STRUCTURES

Estimating Compressive Strength of Concrete Using Deep Convolutional Neural Networks with Digital Microscope Images

(2019) Youjin Jang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Bridge influence line identification based on adaptive B‐spline basis dictionary and sparse regularization

(2019) Zhiwei Chen et al.   Structural Control & Health Monitoring

A vision-based method for crack detection in gusset plate welded joints of steel bridges using deep convolutional neural networks

(2019) Cao Vu Dung et al.   AUTOMATION IN CONSTRUCTION

Virtual Axle Method for Bridge Weigh-in-Motion Systems Requiring No Axle Detector

(2019) Wei He et al.   Journal of Bridge Engineering

Application of deep convolutional neural network on feature extraction and detection of wood defects

(2019) Ting He et al.   MEASUREMENT

NB-CNN: Deep Learning-Based Crack Detection Using Convolutional Neural Network and Naïve Bayes Data Fusion

(2018) Fu-Chen Chen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Vehicle Weight Limits and Overload Permit Checking Considering the Cumulative Fatigue Damage of Bridges

(2018) Lu Deng et al.   Journal of Bridge Engineering

Equivalent Shear Force Method for Detecting the Speed and Axles of Moving Vehicles on Bridges

(2018) Lu Deng et al.   Journal of Bridge Engineering

Unified Approach to Pavement Crack and Sealed Crack Detection Using Preclassification Based on Transfer Learning

(2018) Kaige Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Measurement of the real-time deflection of cable-stayed bridge based on cable tension variations

(2018) Yonghui Huang et al.   MEASUREMENT

Forecasting energy fluctuation model by wavelet decomposition and stochastic recurrent wavelet neural network

(2018) Lili Huang et al.   NEUROCOMPUTING

Comparison of deep convolutional neural networks and edge detectors for image-based crack detection in concrete

(2018) Sattar Dorafshan et al.   CONSTRUCTION AND BUILDING MATERIALS

Image-based post-disaster inspection of reinforced concrete bridge systems using deep learning with Bayesian optimization

(2018) Xiao Liang   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Machining vibration states monitoring based on image representation using convolutional neural networks

(2017) Yang Fu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Output-only computer vision based damage detection using phase-based optical flow and unscented Kalman filters

(2017) Y.-J. Cha et al.   ENGINEERING STRUCTURES

Evolution of bridge frequencies and modes of vibration during truck passage

(2017) Daniel Cantero et al.   ENGINEERING STRUCTURES

Novel Virtual Simply Supported Beam Method for Detecting the Speed and Axles of Moving Vehicles on Bridges

(2017) Wei He et al.   Journal of Bridge Engineering

Experimental structural damage localization in beam structure using spatial continuous wavelet transform and mode shape curvature methods

(2017) Rims Janeliukstis et al.   MEASUREMENT

Evaluation of deep learning approaches based on convolutional neural networks for corrosion detection

(2017) Deegan J Atha et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

State-of-the-art review on bridge weigh-in-motion technology

(2016) Yang Yu et al.   ADVANCES IN STRUCTURAL ENGINEERING

Acceleration-Based Automated Vehicle Classification on Mobile Bridges

(2016) Chul Min Yeum et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Contactless Bridge Weigh-in-Motion

(2016) T. Ojio et al.   Journal of Bridge Engineering

Generalized Method and Monitoring Technique for Shear-Strain-Based Bridge Weigh-in-Motion

(2016) Tengfei Bao et al.   Journal of Bridge Engineering

Probabilistic neural networks based moving vehicles extraction algorithm for intelligent traffic surveillance systems

(2015) Bo-Hao Chen et al.   INFORMATION SCIENCES

Deep learning

(2015) Yann LeCun et al.   NATURE

A Wireless Accelerometer-Based Automatic Vehicle Classification Prototype System

(2014) Wenteng Ma et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Identification of Vehicular Axle Weights with a Bridge Weigh-in-Motion System Considering Transverse Distribution of Wheel Loads

(2013) Hua Zhao et al.   Journal of Bridge Engineering

Wavelet-based Frequency Response Function for time-variant systems—An exploratory study

(2013) Wieslaw J. Staszewski et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Testing of a Bridge Weigh-in-Motion Algorithm Utilising Multiple Longitudinal Sensor Locations

(2012) Arturo González et al.   JOURNAL OF TESTING AND EVALUATION

Identification of Dynamic Vehicular Axle Loads: Theory and Simulations

(2010) Lu Deng et al.   JOURNAL OF VIBRATION AND CONTROL

Wind turbine fault diagnosis based on Morlet wavelet transformation and Wigner-Ville distribution

(2010) Baoping Tang et al.   RENEWABLE ENERGY

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Time-dependent identification of a bridge-like structure with crossing loads

(2009) S. Marchesiello et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Transmission line distance relaying using a variable window short-time Fourier transform

(2007) S.R. Samantaray et al.   ELECTRIC POWER SYSTEMS RESEARCH