Damage detection in structural systems utilizing artificial neural networks and proper orthogonal decomposition

Generalized minimum variance unbiased joint input-state estimation and its unscented scheme for dynamic systems with direct feedthrough

(2018) Wei Song   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Detecting damage in steel beams using modal strain energy based damage index and Artificial Neural Network

(2017) Z.X. Tan et al.   ENGINEERING FAILURE ANALYSIS

Probabilistic damage identification of a designed 9-story building using modal data in the presence of modeling errors

(2017) Iman Behmanesh et al.   ENGINEERING STRUCTURES

Structural Damage Identification Using Mode Shape Slope and Curvature

(2017) Koushik Roy   JOURNAL OF ENGINEERING MECHANICS

Bayesian nonlinear structural FE model and seismic input identification for damage assessment of civil structures

(2017) Rodrigo Astroza et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Data-Driven Diagnostic Framework for Wind Turbine Structures: A Holistic Approach

(2017) Simona Bogoevska et al.   SENSORS

Efficient model updating of a multi-story frame and its foundation stiffness from earthquake records using a timoshenko beam model

(2017) E. Taciroglu et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Damage detection under varying temperature using artificial neural networks

(2017) Jianfeng Gu et al.   Structural Control & Health Monitoring

Structural Damage Identification Using Mode Shape Slope and Curvature

(2017) Koushik Roy   JOURNAL OF ENGINEERING MECHANICS

Finite element model updating using simulated annealing hybridized with unscented Kalman filter

(2016) Rodrigo Astroza et al.   COMPUTERS & STRUCTURES

Extended Blind Modal Identification Technique for Nonstationary Excitations and Its Verification and Validation

(2016) F. Abazarsa et al.   JOURNAL OF ENGINEERING MECHANICS

Artificial neural network ensembles for fatigue damage detection in aircraft

(2016) Ziemowit Dworakowski et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

Comparison of different statistical approaches for removing environmental/operational effects for massive data continuously collected from footbridges

(2016) Wei-Hua Hu et al.   Structural Control & Health Monitoring

Optimization of an artificial neural network for fatigue damage identification using analysis of variance

(2016) Claudio Sbarufatti   Structural Control & Health Monitoring

Blind modal identification of non-classically damped structures under non-stationary excitations

(2016) S. F. Ghahari et al.   Structural Control & Health Monitoring

Vibration-based experimental damage detection of a small-scale wind turbine blade

(2016) Yaowen Ou et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Long-term performance assessment of the Telegraph Road Bridge using a permanent wireless monitoring system and automated statistical process control analytics

(2016) Sean M. O’Connor et al.   Structure and Infrastructure Engineering

Extended Blind Modal Identification Technique for Nonstationary Excitations and Its Verification and Validation

(2016) F. Abazarsa et al.   JOURNAL OF ENGINEERING MECHANICS

Hierarchical Bayesian model updating for structural identification

(2015) Iman Behmanesh et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Structural damage detection by principle component analysis of long-gauge dynamic strains

(2015) Q. Xia et al.   STRUCTURAL ENGINEERING AND MECHANICS

Investigation of computational and accuracy issues in POD-based reduced order modeling of dynamic structural systems

(2013) Saeed Eftekhar Azam et al.   ENGINEERING STRUCTURES

On prediction error correlation in Bayesian model updating

(2013) Ellen Simoen et al.   JOURNAL OF SOUND AND VIBRATION

On damage diagnosis for a wind turbine blade using pattern recognition

(2013) N. Dervilis et al.   JOURNAL OF SOUND AND VIBRATION

A model-based observer for state and stress estimation in structural and mechanical systems: Experimental validation

(2013) Kalil Erazo et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Uncertainty analysis of system identification results obtained for a seven-story building slice tested on the UCSD-NEES shake table

(2013) Babak Moaveni et al.   Structural Control & Health Monitoring

Component mode synthesis techniques for finite element model updating

(2012) Costas Papadimitriou et al.   COMPUTERS & STRUCTURES

Effects of changing ambient temperature on finite element model updating of the Dowling Hall Footbridge

(2012) Babak Moaveni et al.   ENGINEERING STRUCTURES

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

System Identification Study of a 7-Story Full-Scale Building Slice Tested on the UCSD-NEES Shake Table

(2010) Babak Moaveni et al.   JOURNAL OF STRUCTURAL ENGINEERING

PCA-based detection of damage in time-varying systems

(2010) A. Bellino et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Proper orthogonal decomposition based algorithm for detecting damage location and severity in composite beams

(2010) Conner Shane et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Damage identification study of a seven-story full-scale building slice tested on the UCSD-NEES shake table

(2010) Babak Moaveni et al.   STRUCTURAL SAFETY

Uncertainty and Sensitivity Analysis of Damage Identification Results Obtained Using Finite Element Model Updating

(2009) Babak Moaveni et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING