A novel data-driven method for structural health monitoring under ambient vibration and high-dimensional features by robust multidimensional scaling

Health Monitoring of Large-Scale Civil Structures: An Approach Based on Data Partitioning and Classical Multidimensional Scaling

(2021) Alireza Entezami et al.   SENSORS

Bridge health monitoring in environmental variability by new clustering and threshold estimation methods

(2021) Hassan Sarmadi et al.   Journal of Civil Structural Health Monitoring

On model-based damage detection by an enhanced sensitivity function of modal flexibility and LSMR-Tikhonov method under incomplete noisy modal data

(2020) Hassan Sarmadi et al.   ENGINEERING WITH COMPUTERS

Big Data Analytics and Structural Health Monitoring: A Statistical Pattern Recognition-Based Approach

(2020) Alireza Entezami et al.   SENSORS

An innovative hybrid strategy for structural health monitoring by modal flexibility and clustering methods

(2020) Alireza Entezami et al.   Journal of Civil Structural Health Monitoring

Deep semi-supervised generative adversarial fault diagnostics of rolling element bearings

(2019) David Benjamin Verstraete et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Impact identification using nonlinear dimensionality reduction and supervised learning

(2019) V Meruane et al.   Smart Materials and Structures

Energy-based damage localization under ambient vibration and non-stationary signals by ensemble empirical mode decomposition and Mahalanobis-squared distance

(2019) Hassan Sarmadi et al.   JOURNAL OF VIBRATION AND CONTROL

A novel anomaly detection method based on adaptive Mahalanobis-squared distance and one-class kNN rule for structural health monitoring under environmental effects

(2019) Hassan Sarmadi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A comparison of linear approaches to filter out environmental effects in structural health monitoring

(2018) A. Deraemaeker et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Convolutional neural networks for automated damage recognition and damage type identification

(2018) Ceena Modarres et al.   Structural Control & Health Monitoring

Damage localization under ambient excitations and non-stationary vibration signals by a new hybrid algorithm for feature extraction and multivariate distance correlation methods

(2018) Alireza Entezami et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Robust structural health monitoring under environmental and operational uncertainty with switching state-space autoregressive models

(2018) Anthony Liu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

On using robust Mahalanobis distance estimations for feature discrimination in a damage detection scenario

(2018) Mike Yeager et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Detection of double defects for plate-like structures based on a fuzzy c-means clustering algorithm

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

A machine learning approach for the automatic long-term structural health monitoring

(2018) Giacomo Vincenzo Demarie et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A transmittance-based methodology for damage detection under uncertainty: An application to a set of composite beams with manufacturing variability subject to impact damage and varying operating conditions

(2018) Aggelos G Poulimenos et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Deep variational auto-encoders: A promising tool for dimensionality reduction and ball bearing elements fault diagnosis

(2018) Gabriel San Martin et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Peaks Over Threshold–based detector design for structural health monitoring: Application to aerospace structures

(2017) Marc Rébillat et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

An unsupervised learning approach by novel damage indices in structural health monitoring for damage localization and quantification

(2017) Alireza Entezami et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Signal Processing Techniques for Vibration-Based Health Monitoring of Smart Structures

(2014) Juan Pablo Amezquita-Sanchez et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Structural health monitoring with statistical methods during progressive damage test of S101 Bridge

(2014) Michael Döhler et al.   ENGINEERING STRUCTURES

Structural damage identification based on self-fitting ARMAX model and multi-sensor data fusion

(2014) Ali M Ay et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Robust dimensionality reduction and damage detection approaches in structural health monitoring

(2014) Nguyen LD Khoa et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

SMC structural health monitoring benchmark problem using monitored data from an actual cable-stayed bridge

(2013) Shunlong Li et al.   Structural Control & Health Monitoring

Damage classification in structural health monitoring using principal component analysis and self-organizing maps

(2012) D. A. Tibaduiza et al.   Structural Control & Health Monitoring

Distance similarity matrix using ensemble of dimensional data reduction techniques: Vibration and aerocoustic case studies

(2009) Israel Lopez et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

ARMA modelled time-series classification for structural health monitoring of civil infrastructure

(2007) E. Peter Carden et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Multivariate statistics process control for dimensionality reduction in structural assessment

(2007) L.E. Mujica et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING