Condition monitoring with defect localisation in a two-dimensional structure based on linear discriminant and nearest neighbour classification of strain features

Modeling and classification of defects in CFRP laminates by thermal non-destructive testing

(2018) R. Marani et al.   COMPOSITES PART B-ENGINEERING

Sensible functional linear discriminant analysis

(2018) Lu-Hung Chen et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Failure analysis of rubber composites under dynamic impact loading by logistic regression

(2018) Miriam Andrejiova et al.   ENGINEERING FAILURE ANALYSIS

Classification Model for Damage Localization in a Plate Structure

(2018) R. Janeliukstis et al.   MECHANICS OF COMPOSITE MATERIALS

Dynamic strain response measurement-based damage identification in structural frames

(2018) M.P. Singh et al.   Structural Control & Health Monitoring

Statistical model optimized random forest regression model for concrete dam deformation monitoring

(2018) Bo Dai et al.   Structural Control & Health Monitoring

Structural damage identification using image-based pattern recognition on event-based binary data generated from self-powered sensor networks

(2018) Hadi Salehi et al.   Structural Control & Health Monitoring

Damage identification in aircraft structures with self-powered sensing technology: A machine learning approach

(2018) Hadi Salehi et al.   Structural Control & Health Monitoring

Machine learning methods for wind turbine condition monitoring: A review

(2018) Adrian Stetco et al.   RENEWABLE ENERGY

Machine Learning for Wind Turbine Blades Maintenance Management

(2017) Alfredo Arcos Jiménez et al.   Energies

Distributed Piezoelectric Sensor System for Damage Identification in Structures Subjected to Temperature Changes

(2017) Jaime Vitola et al.   SENSORS

A Sensor Data Fusion System Based on k-Nearest Neighbor Pattern Classification for Structural Health Monitoring Applications

(2017) Jaime Vitola et al.   SENSORS

Damage detection under varying temperature using artificial neural networks

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

A data mining approach to the diagnosis of failure modes for two serial fastened sandwich composite plates

(2016) Serkan Ballı   JOURNAL OF COMPOSITE MATERIALS

Delamination localization in wind turbine blades based on adaptive time-of-flight analysis of noncontact laser ultrasonic signals

(2016) Byeongjin Park et al.   Nondestructive Testing and Evaluation

Decentralised one-class kernel classification-based damage detection and localisation

(2016) James Long et al.   Structural Control & Health Monitoring

Sparse sensing detection of impact-induced delaminations in composite laminates

(2015) Paolo Gaudenzi et al.   COMPOSITE STRUCTURES

An effectiveness improvement of the inverse technique based on vibration tests

(2015) E. Barkanov et al.   COMPUTERS & STRUCTURES

A probabilistic multi-class classifier for structural health monitoring

(2015) Nazih Mechbal et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

PCA-based damage classification of delaminated smart composite structures using improved layerwise theory

(2014) Bin Huang et al.   COMPUTERS & STRUCTURES

In situ damage classification for composite laminates using Gaussian discriminant analysis

(2014) Cecilia Larrosa et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A damage identification approach for plate structures based on frequency measurements

(2013) Zhibo Yang et al.   Nondestructive Testing and Evaluation

FBG sensor network for pressure localization of spacecraft structure based on distance discriminant analysis

(2013) Jing Jin et al.   OPTIK

Classification of flaw severity using pattern recognition for guided wave-based structural health monitoring

(2013) Corey A. Miller et al.   ULTRASONICS

A hybrid approach for nondestructive assessment and design optimisation and testing of in-service machinery

(2012) Abdul Ghaffar Abdul Rahman et al.   Nondestructive Testing and Evaluation

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

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

Classifying Induced Damage in Composite Plates Using One-Class Support Vector Machines

(2010) Santanu Das et al.   AIAA JOURNAL

An adhesive bond state classification method for a composite skin-to-spar joint using chaotic insonification

(2010) Timothy R. Fasel et al.   JOURNAL OF SOUND AND VIBRATION

Prediction of Incipient Damage Sites in Composites using Classifiers

(2008) Arghavan Louhghalam et al.   INTERNATIONAL JOURNAL OF DAMAGE MECHANICS