Structural damage detection based on transfer learning strategy using digital twins of bridges

Automatic sewer defect detection and severity quantification based on pixel-level semantic segmentation

(2022) Qianqian Zhou et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

On Population-based structural health monitoring for bridges

(2022) J. Gosliga et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A transfer learning-based digital twin for detecting localised torsional friction in deviated wells

(2022) T.G. Ritto et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

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

On the Transfer of Damage Detectors Between Structures: An Experimental Case Study

(2021) L.A. Bull et al.   JOURNAL OF SOUND AND VIBRATION

Vibration-based damage detection of a concrete arch dam

(2021) Sérgio Pereira et al.   ENGINEERING STRUCTURES

Classification and analysis of deep learning applications in construction: A systematic literature review

(2021) Rana Khallaf et al.   AUTOMATION IN CONSTRUCTION

Ambient and Vehicle-Induced Vibration Data of a Steel Truss Bridge Subject to Artificial Damage

(2021) Chul-Woo Kim et al.   Journal of Bridge Engineering

Convolutional Neural Networks–Based Model for Automated Sewer Defects Detection and Classification

(2021) Qianqian Zhou et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Digital twin, physics-based model, and machine learning applied to damage detection in structures

(2021) T.G. Ritto et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

(2021) Shuai Teng et al.   SENSORS

Implementing bridge model updating for operation and maintenance purposes: examination based on UK practitioners’ views

(2021) Cong Ye et al.   Structure and Infrastructure Engineering

A novel interval model updating framework based on correlation propagation and matrix-similarity method

(2021) Baopeng Liao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Cloud-Based Digital Twinning for Structural Health Monitoring Using Deep Learning

(2021) Hung Dang et al.   IEEE Transactions on Industrial Informatics

Improved Mask R-CNN with distance guided intersection over union for GPR signature detection and segmentation

(2020) Feifei Hou et al.   AUTOMATION IN CONSTRUCTION

A systematic review of convolutional neural network-based structural condition assessment techniques

(2020) Sandeep Sony et al.   ENGINEERING STRUCTURES

Distress Recognition in Unpaved Roads Using Unmanned Aerial Systems and Deep Learning Segmentation

(2020) Tanzim Nasiruddin Khilji et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Foundations of population-based SHM, Part III: Heterogeneous populations – Mapping and transfer

(2020) P. Gardner et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

Concrete crack detection with handwriting script interferences using faster region‐based convolutional neural network

(2019) Jianghua Deng 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

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

1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data

(2018) Osama Abdeljaber et al.   NEUROCOMPUTING

Deep Convolutional Neural Network for Structural Dynamic Response Estimation and System Identification

(2018) Rih-Teng Wu et al.   JOURNAL OF ENGINEERING MECHANICS

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

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

Applications of different criteria in structural damage identification based on natural frequency and static displacement

(2016) Chen Yang et al.   Science China-Technological Sciences

Crack detection in a rotating shaft using artificial neural networks and PSD characterisation

(2013) A. A. Mohammed et al.   MECCANICA

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

Improved damage detection method based on Element Modal Strain Damage Index using sparse measurement

(2007) Hong Guan et al.   JOURNAL OF SOUND AND VIBRATION