标题
Machine learning paradigm for structural health monitoring
作者
关键词
-
出版物
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
Volume -, Issue -, Pages 147592172097241
出版商
SAGE Publications
发表日期
2020-11-24
DOI
10.1177/1475921720972416
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- A machine learning–based approach for adaptive sparse time–frequency analysis used in structural health monitoring
- (2020) Yuequan Bao et al. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
- Vehicle weight identification system for spatiotemporal load distribution on bridges based on non-contact machine vision technology and deep learning algorithms
- (2020) Yun Zhou 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
- Video-based multiscale identification approach for tower vibration of a cable-stayed bridge model under earthquake ground motions
- (2019) Jin Zhao et al. Structural Control & Health Monitoring
- Deep learning–based autonomous concrete crack evaluation through hybrid image scanning
- (2019) Keunyoung Jang et al. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
- Advances in Computer Vision-Based Civil Infrastructure Inspection and Monitoring
- (2019) Billie F. Spencer et al. Engineering
- The State of the Art of Data Science and Engineering in Structural Health Monitoring
- (2019) Yuequan Bao et al. Engineering
- Deep learning and process understanding for data-driven Earth system science
- (2019) Markus Reichstein et al. NATURE
- 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
- Estimation of full‐field, full‐order experimental modal model of cable vibration from digital video measurements with physics‐guided unsupervised machine learning and computer vision
- (2019) Yongchao Yang et al. Structural Control & Health Monitoring
- Sensor fault management techniques for wireless smart sensor networks in structural health monitoring
- (2019) Yuguang Fu et al. Structural Control & Health Monitoring
- Traffic Sensing Methodology Combining Influence Line Theory and Computer Vision Techniques for Girder Bridges
- (2019) Xudong Jian et al. Journal of Sensors
- Vision-Based Modal Survey of Civil Infrastructure Using Unmanned Aerial Vehicles
- (2019) Vedhus Hoskere et al. JOURNAL OF STRUCTURAL ENGINEERING
- Digital twinning of existing reinforced concrete bridges from labelled point clusters
- (2019) Ruodan Lu et al. AUTOMATION IN CONSTRUCTION
- Automated building image extraction from 360° panoramas for postdisaster evaluation
- (2019) Ali Lenjani et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Identification of moving loads based on the information fusion of weigh-in-motion system and multiple camera machine vision
- (2019) Danhui Dan et al. MEASUREMENT
- Optimal policy for structure maintenance: A deep reinforcement learning framework
- (2019) Shiyin Wei et al. STRUCTURAL SAFETY
- Deep Transfer Learning for Image-Based Structural Damage Recognition
- (2018) Yuqing Gao et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Computer vision for SHM of civil infrastructure: From dynamic response measurement to damage detection – A review
- (2018) Dongming Feng et al. ENGINEERING STRUCTURES
- Condition assessment of cables by pattern recognition of vehicle-induced cable tension ratio
- (2018) Shunlong Li et al. ENGINEERING STRUCTURES
- Fatigue life prediction for parallel-wire stay cables considering corrosion effects
- (2018) Chengming Lan et al. INTERNATIONAL JOURNAL OF FATIGUE
- Efficient Full-Field Vibration Measurements and Operational Modal Analysis Using Neuromorphic Event-Based Imaging
- (2018) Charles Dorn et al. JOURNAL OF ENGINEERING MECHANICS
- Fractal dimension based damage identification incorporating multi-task sparse Bayesian learning
- (2018) Yong Huang et al. Smart Materials and Structures
- Computer vision and deep learning–based data anomaly detection method for structural health monitoring
- (2018) Yuequan Bao et al. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
- Surface fatigue crack identification in steel box girder of bridges by a deep fusion convolutional neural network based on consumer-grade camera images
- (2018) Yang Xu et al. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
- A machine learning framework for assessing post-earthquake structural safety
- (2018) Yu Zhang et al. STRUCTURAL SAFETY
- Efficient Full-Field Vibration Measurements and Operational Modal Analysis Using Neuromorphic Event-Based Imaging
- (2018) Charles Dorn et al. JOURNAL OF ENGINEERING MECHANICS
- Detection of Structural Components in Point Clouds of Existing RC Bridges
- (2018) Ruodan Lu et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Damage Classification for Masonry Historic Structures Using Convolutional Neural Networks Based on Still Images
- (2018) Niannian Wang et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Deep learning of aftershock patterns following large earthquakes
- (2018) Phoebe M. R. DeVries et al. NATURE
- Computer-Aided Approach for Rapid Post-Event Visual Evaluation of a Building Façade
- (2018) Jongseong Choi et al. SENSORS
- Vision-based vibration monitoring using existing cameras installed within a building
- (2018) P. Scott Harvey et al. Structural Control & Health Monitoring
- Convolutional neural network-based data anomaly detection method using multiple information for structural health monitoring
- (2018) Zhiyi Tang et al. Structural Control & Health Monitoring
- 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
- Blind identification of full-field vibration modes of output-only structures from uniformly-sampled, possibly temporally-aliased (sub-Nyquist), video measurements
- (2017) Yongchao Yang et al. JOURNAL OF SOUND AND VIBRATION
- Blind identification of full-field vibration modes from video measurements with phase-based video motion magnification
- (2017) Yongchao Yang et al. MECHANICAL SYSTEMS AND SIGNAL PROCESSING
- Color and depth data fusion using an RGB-D sensor for inexpensive and contactless dynamic displacement-field measurement
- (2017) Yulu Luke Chen et al. Structural Control & Health Monitoring
- Reference-free detection of minute, non-visible, damage using full-field, high-resolution mode shapes output-only identified from digital videos of structures
- (2017) Yongchao Yang et al. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
- A framework for real-time pro-active safety assistance for mobile crane lifting operations
- (2016) Yihai Fang et al. AUTOMATION IN CONSTRUCTION
- 3-D modelling and statistical properties of surface pits of corroded wire based on image processing technique
- (2016) Yang Xu et al. CORROSION SCIENCE
- Dynamic Imaging: Real-Time Detection of Local Structural Damage with Blind Separation of Low-Rank Background and Sparse Innovation
- (2016) Yongchao Yang et al. JOURNAL OF STRUCTURAL ENGINEERING
- Dynamic Imaging: Real-Time Detection of Local Structural Damage with Blind Separation of Low-Rank Background and Sparse Innovation
- (2016) Yongchao Yang et al. JOURNAL OF STRUCTURAL ENGINEERING
- Decision-Making Algorithm for Multisensor Fusion Based on Grey Relation and DS Evidence Theory
- (2016) Fang Ye et al. Journal of Sensors
- A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure
- (2015) Christian Koch et al. ADVANCED ENGINEERING INFORMATICS
- Flexible building primitives for 3D building modeling
- (2015) B. Xiong et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Damage Detection in Long Suspension Bridges Using Stress Influence Lines
- (2015) Zhi-Wei Chen et al. Journal of Bridge Engineering
- Modal identification of simple structures with high-speed video using motion magnification
- (2015) Justin G. Chen et al. JOURNAL OF SOUND AND VIBRATION
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Identification of spatio-temporal distribution of vehicle loads on long-span bridges using computer vision technology
- (2015) Zhicheng Chen et al. Structural Control & Health Monitoring
- Neural network based modal identification of structural systems through output-only measurement
- (2014) Luca Facchini et al. COMPUTERS & STRUCTURES
- Visual change detection on tunnel linings
- (2014) Simon Stent et al. MACHINE VISION AND APPLICATIONS
- Representation Learning: A Review and New Perspectives
- (2013) Y. Bengio et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Change detection from remotely sensed images: From pixel-based to object-based approaches
- (2013) Masroor Hussain et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Field monitoring and validation of vortex-induced vibrations of a long-span suspension bridge
- (2013) Hui Li et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Real-time resource location data collection and visualization technology for construction safety and activity monitoring applications
- (2012) Tao Cheng et al. AUTOMATION IN CONSTRUCTION
- SmartSync: An Integrated Real-Time Structural Health Monitoring and Structural Identification System for Tall Buildings
- (2012) Tracy Kijewski-Correa et al. JOURNAL OF STRUCTURAL ENGINEERING
- Time-Frequency Blind Source Separation Using Independent Component Analysis for Output-Only Modal Identification of Highly Damped Structures
- (2012) Yongchao Yang et al. JOURNAL OF STRUCTURAL ENGINEERING
- Investigation of vortex-induced vibration of a suspension bridge with two separated steel box girders based on field measurements
- (2011) Hui Li et al. ENGINEERING STRUCTURES
- In-Service Condition Assessment of Bridge Deck Using Long-Term Monitoring Data of Strain Response
- (2011) Y. Q. Ni et al. Journal of Bridge Engineering
- Anomaly detection
- (2009) Varun Chandola et al. ACM COMPUTING SURVEYS
- Identification of time-varying hysteretic structures using wavelet multiresolution analysis
- (2009) Chih-Chen Chang et al. INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS
- A survey and evaluation of promising approaches for automatic image-based defect detection of bridge structures
- (2008) Mohammad R. Jahanshahi et al. Structure and Infrastructure Engineering
- ARMA modelled time-series classification for structural health monitoring of civil infrastructure
- (2007) E. Peter Carden et al. MECHANICAL SYSTEMS AND SIGNAL PROCESSING
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started