Luis Eduardo Mujica

发表

Methodologies of Damage Identification Using Non-Linear Data-Driven Modelling

Miguel Angel Torres Arredondo, Diego Alexander Tibaduiza Burgos, Inka Buethe, 2015 .

Damage Detection in Metallic Beams from Dynamic Strain Measurements under Different Load Cases by Using Automatic Clustering and Pattern Recognition Techniques

Alfredo Güemes, Luis Eduardo Mujica, Miguel Angel Torres-Arredondo, 2014 .

Pipe leaks classification by using a data-driven approach based on features from cross-correlated piezo-vibration signals

Luis Eduardo Mujica, Rodolfo Villamizar, Jhonatan Camacho-Navarro, 2015 .

In-line Inspection of Pipelines by Using a Smart Pig (ITION) and Multivariate Statistical Analysis

Luis Eduardo Mujica, Magda Ruiz, M Quintero, 2015 .

Evaluation of Piezodiagnostics Approach for Leaks Detection in a Pipe Loop

Luis Eduardo Mujica, Rodolfo Villamizar, Jhonatan Camacho-Navarro, 2016 .

Multivariate statistics process control for dimensionality reduction in structural assessment

Michel Verleysen, Josep Vehí, Keith Worden, 2008 .

Q-statistic and T2-statistic PCA-based measures for damage assessment in structures

Luis Eduardo Mujica, José Rodellar, Alfredo Güemes, 2011 .

A study of two unsupervised data driven statistical methodologies for detecting and classifying damages in structural health monitoring

Luis Eduardo Mujica, José Rodellar, Claus-Peter Fritzen, 2013 .

Damage Detection Using Principal Component Analysis Based on Wavelet Ridges

Luis Eduardo Mujica, José Rodellar, Claus-Peter Fritzen, 2013 .

Magnetic Flux Leakage and Principal Component Analysis for metal loss approximation in a pipeline

Luis Eduardo Mujica, Magda Ruiz, M Quintero, 2015 .

Impact Damage Detection in Aircraft Composites Using Knowledge-based Reasoning

Keith Worden, Josep Vehí, Wieslaw J. Staszewski, 2008 .

A hybrid approach of knowledge-based reasoning for structural assessment

Josep Vehí, José Rodellar, Luis Eduardo Mujica, 2005 .

Comparative study of two hardware development boards for implementation of PCA-based algorithms in structural damage detection

Luis Eduardo Mujica, Jhonatan Camacho-Navarro, Magda Ruiz, 2015 .

Torsional Waves for Load Monitoring of Cylindrical Waveguides

Luis Eduardo Mujica, Rodolfo Villamizar, Jabid Quiroga, 2017 .

Experimental applications of a case-based reasoning method for structural damage assessment

Josep Vehí, Luis Eduardo Mujica, José Rodellar, 2008 .

Temperature Robust PCA Based Stress Monitoring Approach

Luis Eduardo Mujica, Rodolfo Villamizar, Magda Ruiz, 2016 .

Features of Cross-Correlation Analysis in a Data-Driven Approach for Structural Damage Assessment

Luis Eduardo Mujica, Rodolfo Villamizar, Jabid Quiroga, 2018, Sensors.

A hybrid system combining Self Organizing Maps with Case Based Reasoning in Structural Assessment

Josep Vehí, Luis Eduardo Mujica, José Rodellar, 2005, CCIA.

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

Luis Eduardo Mujica, José Rodellar, D.-A. Tibaduiza, 2013 .

Comparison of two robust PCA methods for damage detection in presence of outliers

Luis Eduardo Mujica, José Rodellar, Fahit Gharibnezhad, 2011 .

Flow Estimation in a Steel Pipe Using Guided Waves

Luis Eduardo Mujica, Rodolfo Villamizar, Magda Ruiz, 2016 .

Partial least square/projection to latent structures (PLS) regression to estimate impact localization in structures

José Rodellar, Luis Eduardo Mujica, Magda Ruiz, 2013 .

Structural damage detection using principal component analysis and damage indices

Luis Eduardo Mujica, José Rodellar, Alfredo Güemes, 2016 .

An Implementation of a Complete Methodology for Wind Energy Structures Health Monitoring

Luis Eduardo Mujica, Fernando Martinez, Ekhi Zugasti, 2015 .

Study of cross-correlation signals in a data-driven approach for damage classification in aircraft wings

Luis Eduardo Mujica, Rodolfo Villamizar, Jhonatan Camacho-Navarro, 2015 .

Non-destructive Testing for Assessing Structures by Using Soft-Computing

Josep Vehí, Luis Eduardo Mujica, José Rodellar, 2006, ICANN.

Comparison of Two Software Tools for Damage Identification: Gradient-Based vs. Case-Based Approach

Josep Vehí, Luis Eduardo Mujica, Przemysław Kołakowski, 2005 .

Emerging Design Solutions in Structural Health Monitoring Systems

Diego Alexander Tibaduiza Burgos, Luis Eduardo Mujica, José Rodellar, 2015 .

Implementation of a Piezo-diagnostics Approach for Damage Detection Based on PCA in a Linux-Based Embedded Platform

Luis Eduardo Mujica, Rodolfo Villamizar, Andrés Quintero, 2018, Sensors.

Extended PCA visualisation of system damage features under environmental and operational variations

Josep Vehí, Keith Worden, Luis Eduardo Mujica, 2009, Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

Principal component analysis in combination with case-based reasoning for detecting therapeutically correct and incorrect measurements in continuous glucose monitoring systems

Josep Vehí, Luis Eduardo Mujica, Jorge Bondia, 2013, Biomed. Signal Process. Control..

Data-driven methodology to detect and classify structural changes under temperature variations

José Rodellar, Francesc Pozo, Luis Eduardo Mujica, 2014 .

Comparison of several methods for damage localization using indices and contributions based on PCA

Luis Eduardo Mujica, José Rodellar, D.-A. Tibaduiza, 2011 .

Support Stiffness Monitoring of Cylindrical Structures Using Magnetostrictive Transducers and the Torsional Mode T(0,1)

Luis Eduardo Mujica, Rodolfo Villamizar, Jabid Quiroga, 2018, Sensors.

Structural damage continuous monitoring by using a data driven approach based on principal component analysis and cross-correlation analysis

Luis Eduardo Mujica, Rodolfo Villamizar, Jabid Quiroga, 2017 .

Multiway principal component analysis contributions for structural damage localization

Francesc Pozo, Luis Eduardo Mujica, José Rodellar, 2018 .

Applying robust variant of Principal Component Analysis as a damage detector in the presence of outliers

Luis Eduardo Mujica, José Rodellar, Fahit Gharibnezhad, 2015 .

Structural Damage Detection Algorithm Based on Principal Component Indexes and Embedded on a Real Time Platform

Luis Eduardo Mujica, Rodolfo Villamizar, Magda Ruiz, 2014 .

Ensemble learning as approach for pipeline condition assessment

Luis Eduardo Mujica, Rodolfo Villamizar, Jhonatan Camacho-Navarro, 2017 .

Validation of Damage Identification Using Non-Linear Data-Driven Modelling

Miguel Angel Torres Arredondo, Diego Alexander Tibaduiza Burgos, Inka Buethe, 2015 .

Multivariate data-driven modelling and pattern recognition for damage detection and identification for acoustic emission and acousto-ultrasonics

Luis Eduardo Mujica, Miguel Angel Torres-Arredondo, Claus-Peter Fritzen, 2013 .

Wind turbine fault detection and classification by means of image texture analysis

Francesc Pozo, Yolanda Vidal, Luis Eduardo Mujica, 2018, Mechanical Systems and Signal Processing.

Feature Selection - Extraction Methods Based on PCA and Mutual Information to Improve Damage Detection Problem in Offshore Wind Turbines

Luis Eduardo Mujica, Javier Anduaga, Fernando Martinez, 2013 .

PCA Based Stress Monitoring of Cylindrical Specimens Using PZTs and Guided Waves

Luis Eduardo Mujica, Rodolfo Villamizar, Jabid Quiroga, 2017, Sensors.

Multiway Partial Least Square (MPLS) to estimate impact localization in structures

Luis Eduardo Mujica, José Rodellar, Magda Ruiz, 2009 .

Two Approaches to Structural Damage Identification: Model Updating versus Soft Computing

Josep Vehí, Luis Eduardo Mujica, Przemysław Kołakowski, 2006 .

Damage Identification using Soft-computing Techniques

Josep Vehí, Luis Eduardo Mujica, 2003 .