Continuous missing data imputation with incomplete dataset by generative adversarial networks–based unsupervised learning for long-term bridge health monitoring

Bayesian approaches for evaluating wind‐resistant performance of long‐span bridges using structural health monitoring data

(2021) Y.W. Wang et al.   Structural Control & Health Monitoring

Data driven structural dynamic response reconstruction using segment based generative adversarial networks

(2021) Gao Fan et al.   ENGINEERING STRUCTURES

Modeling relationships for field strain data under thermal effects using functional data analysis

(2021) Huachen Jiang et al.   MEASUREMENT

Compressive sensing of wind speed data of large-scale spatial structures with dedicated dictionary using time-shift strategy

(2021) Hua-Ping Wan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Convolutional neural network–based data recovery method for structural health monitoring

(2020) Byung Kwan Oh et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Strain-Based Performance Warning Method for Bridge Main Girders under Variable Operating Conditions

(2020) Hai-Bin Huang et al.   Journal of Bridge Engineering

Data-Driven Structural Health Monitoring and Damage Detection through Deep Learning: State-of-the-Art Review

(2020) Mohsen Azimi et al.   SENSORS

Dynamic response reconstruction for structural health monitoring using densely connected convolutional networks

(2020) Gao Fan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

The State of the Art of Data Science and Engineering in Structural Health Monitoring

(2019) Yuequan Bao et al.   Engineering

Lost data recovery for structural health monitoring based on convolutional neural networks

(2019) Gao Fan et al.   Structural Control & Health Monitoring

Sensor data reconstruction using bidirectional recurrent neural network with application to bridge monitoring

(2019) Seongwoon Jeong et al.   ADVANCED ENGINEERING INFORMATICS

Bayesian Modeling Approach for Forecast of Structural Stress Response Using Structural Health Monitoring Data

(2018) Hua-Ping Wan et al.   JOURNAL OF STRUCTURAL ENGINEERING

Bayesian Modeling Approach for Forecast of Structural Stress Response Using Structural Health Monitoring Data

(2018) Hua-Ping Wan et al.   JOURNAL OF STRUCTURAL ENGINEERING

Bayesian multi-task learning methodology for reconstruction of structural health monitoring data

(2018) Hua-Ping Wan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Analyzing and modeling inter-sensor relationships for strain monitoring data and missing data imputation: a copula and functional data-analytic approach

(2018) Zhicheng Chen et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Recurrent neural network model with Bayesian training and mutual information for response prediction of large buildings

(2018) Carlos A. Perez-Ramirez et al.   ENGINEERING STRUCTURES

Restoring method for missing data of spatial structural stress monitoring based on correlation

(2017) Zeyu Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Reliability Assessment for PSC Box-Girder Bridges Based on SHM Strain Measurements

(2017) Chuang Chen et al.   Journal of Sensors

Reconstruction to Sensor Measurements Based on a Correlation Model of Monitoring Data

(2017) Wei Lu et al.   Applied Sciences-Basel

Research and practice of health monitoring for long-span bridges in the mainland of China

(2015) Hui Li et al.   Smart Structures and Systems

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

Structural health monitoring and reliability estimation: Long span truss bridge application with environmental monitoring data

(2008) F. Necati Catbas et al.   ENGINEERING STRUCTURES