A hybrid learning strategy for structural damage detection

An SHM approach using machine learning and statistical indicators extracted from raw dynamic measurements

(2019) Rafaelle Piazzaroli Finotti et al.   Latin American Journal of Solids and Structures

Automated real-time damage detection strategy using raw dynamic measurements

(2019) Rharã de Almeida Cardoso et al.   ENGINEERING STRUCTURES

A Frequency-Based Approach for the Detection and Classification of Structural Changes Using t-SNE †

(2019) David Agis et al.   SENSORS

Advanced Damage Detection Technique by Integration of Unsupervised Clustering into Acoustic Emission

(2018) Arash Behnia et al.   ENGINEERING FRACTURE MECHANICS

An integrated structural health monitoring system for determining local/global responses of historic masonry buildings

(2018) Haydee Blanco et al.   Structural Control & Health Monitoring

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

(2018) Saeed Eftekhar Azam et al.   Structural Control & Health Monitoring

Machine learning algorithms for damage detection: Kernel-based approaches

(2016) Adam Santos et al.   JOURNAL OF SOUND AND VIBRATION

On the use of symbolic vibration data for robust structural health monitoring

(2016) Vinicius Alves et al.   PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-STRUCTURES AND BUILDINGS

Vibration-based system identification of wind turbine system

(2016) Chin-Hsiung Loh et al.   Structural Control & Health Monitoring

Structural modification assessment using supervised learning methods applied to vibration data

(2015) Vinicius Alves et al.   ENGINEERING STRUCTURES

Fault diagnosis on beam-like structures from modal parameters using artificial neural networks

(2015) S.J.S. Hakim et al.   MEASUREMENT

Neural network ensemble-based parameter sensitivity analysis in civil engineering systems

(2015) M. S. Cao et al.   NEURAL COMPUTING & APPLICATIONS

Novelty detection for SHM using raw acceleration measurements

(2015) Vinicius Alves et al.   Structural Control & Health Monitoring

Nonlinear damage detection using higher statistical moments of structural responses

(2015) Ling Yu et al.   STRUCTURAL ENGINEERING AND MECHANICS

The Millau Viaduct: Ten Years of Structural Monitoring

(2015) Emmanuel Cachot et al.   Structural Engineering International

Global Sensitivity Analysis Approach for Input Selection and System Identification Purposes—A New Framework for Feedforward Neural Networks

(2014) Eric Fock   IEEE Transactions on Neural Networks and Learning Systems

Higher-order statistics: Discussion and interpretation

(2013) Juan José González de la Rosa et al.   MEASUREMENT

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

Assignment of structural behaviours in long-term monitoring: Application to a strengthened railway bridge

(2012) Alexandre Cury et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

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

Pattern recognition of structural behaviors based on learning algorithms and symbolic data concepts

(2010) Alexandre Cury et al.   Structural Control & Health Monitoring

Application of symbolic data analysis for structural modification assessment

(2009) Alexandre Cury et al.   ENGINEERING STRUCTURES

Damage identification in civil engineering structures utilizing PCA-compressed residual frequency response functions and neural network ensembles

(2009) Jianchun Li et al.   Structural Control & Health Monitoring

Wavelet Transform-based Higher-order Statistics for Fault Diagnosis in Rolling Element Bearings

(2008) Fucai Li et al.   JOURNAL OF VIBRATION AND CONTROL

Structural health monitoring for a wind turbine system: a review of damage detection methods

(2008) Chia Chen Ciang et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Structural damage detection by fuzzy clustering

(2008) Samuel da Silva et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Damage detection of truss bridge joints using Artificial Neural Networks

(2007) M. Mehrjoo et al.   EXPERT SYSTEMS WITH APPLICATIONS