Vibration-based structural damage detection using 1-D convolutional neural network and transfer learning

Toward a general unsupervised novelty detection framework in structural health monitoring

(2022) Mohammad Hesam Soleimani‐Babakamali et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Structural damage detection based on convolutional neural networks and population of bridges

(2022) Shuai Teng et al.   MEASUREMENT

A novel transfer learning fault diagnosis method for rolling bearing based on feature correlation matching

(2022) Bo Wang et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Heartbeat murmurs detection in phonocardiogram recordings via transfer learning

(2022) Omair Rashed Abdulwareth Almanifi et al.   Alexandria Engineering Journal

Concrete Crack Detection Based on Well-Known Feature Extractor Model and the YOLO_v2 Network

(2021) Shuai Teng et al.   Applied Sciences-Basel

Monitoring Railway Bridge KW51 Before, During, and After Retrofitting

(2021) K. Maes et al.   Journal of Bridge Engineering

Automatic crack classification and segmentation on masonry surfaces using convolutional neural networks and transfer learning

(2021) Dimitris Dais et al.   AUTOMATION IN CONSTRUCTION

Multi-Sensor and Decision-Level Fusion-Based Structural Damage Detection Using a One-Dimensional Convolutional Neural Network

(2021) Shuai Teng et al.   SENSORS

Automated rail surface crack analytics using deep data-driven models and transfer learning

(2021) Zhong Zheng et al.   Sustainable Cities and Society

A deep residual neural network framework with transfer learning for concrete dams patch-level crack classification and weakly-supervised localization

(2021) Yangtao Li et al.   MEASUREMENT

Deep convolution neural network-based transfer learning method for civil infrastructure crack detection

(2020) Qiaoning Yang et al.   AUTOMATION IN CONSTRUCTION

A two-step drive-by bridge damage detection using Dual Kalman Filter

(2020) Jiantao Li et al.   International Journal of Structural Stability and Dynamics

Structural Damage Features Extracted by Convolutional Neural Networks from Mode Shapes

(2020) Kefeng Zhong et al.   Applied Sciences-Basel

1D convolutional neural networks and applications: A survey

(2020) Serkan Kiranyaz et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Vibration‐based structural state identification by a 1‐dimensional convolutional neural network

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

Modal Strain Energy-Based Structural Damage Detection Using Convolutional Neural Networks

(2019) Shuai Teng et al.   Applied Sciences-Basel

Structural damage detection using convolutional neural networks combining strain energy and dynamic response

(2019) Shuai Teng et al.   MECCANICA

Deep learning for data anomaly detection and data compression of a long‐span suspension bridge

(2019) FuTao Ni et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Real-Time Fault Detection and Identification for MMC using 1D Convolutional Neural Networks

(2018) Serkan Kiranyaz et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Wireless and real-time structural damage detection: A novel decentralized method for wireless sensor networks

(2018) Onur Avci et al.   JOURNAL OF SOUND AND VIBRATION

A novel deep learning-based method for damage identification of smart building structures

(2018) Yang Yu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

(2017) Osama Abdeljaber et al.   JOURNAL OF SOUND AND VIBRATION

Wavelet Decompositions for High Frequency Vibrational Analyses of Plates

(2017) Su Zhang et al.   International Journal of Applied Mechanics

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

(2016) Serkan Kiranyaz et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

On the efficacy of the wavelet decomposition for high frequency vibration analyses

(2016) S. Zhang et al.   JOURNAL OF SOUND AND VIBRATION

Completely contactless structural health monitoring of real-life structures using cameras and computer vision

(2016) Tung Khuc et al.   Structural Control & Health Monitoring

A machine-learning approach for structural damage detection using least square support vector machine based on a new combinational kernel function

(2016) Ramin Ghiasi et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Structural Damage Detection Using Modal Strain Energy and Hybrid Multiobjective Optimization

(2015) Young-Jin Cha et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Structural damage detection using principal component analysis and damage indices

(2015) Diego A Tibaduiza et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

Fault diagnosis on beam-like structures from modal parameters using artificial neural networks

(2015) S.J.S. Hakim et al.   MEASUREMENT

Bridge Damage Severity Quantification Using Multipoint Acceleration Measurement and Artificial Neural Networks

(2015) Pang-jo Chun et al.   SHOCK AND VIBRATION

Modal flexibility-based damage detection of cantilever beam-type structures using baseline modification

(2014) S.H. Sung et al.   JOURNAL OF SOUND AND VIBRATION

Dynamic-Based Damage Identification Using Neural Network Ensembles and Damage Index Method

(2010) Ulrike Dackermann et al.   ADVANCES IN STRUCTURAL ENGINEERING

Damage classification and estimation in experimental structures using time series analysis and pattern recognition

(2010) Oliver R. de Lautour et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Seismic damage identification in buildings using neural networks and modal data

(2007) María P. González et al.   COMPUTERS & STRUCTURES

Damage detection of truss bridge joints using Artificial Neural Networks

(2007) M. Mehrjoo et al.   EXPERT SYSTEMS WITH APPLICATIONS