Luis Eduardo Mujica
Luis Eduardo Mujica
Assistant professor of Applied Mathematics at Univrsitat Politecnica de Catalunya
Adresse e-mail validée de UPC.edu
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Q-statistic and T2-statistic PCA-based measures for damage assessment in structures
LE Mujica, J Rodellar, A Fernandez, A Güemes
Structural Health Monitoring 10 (5), 539-553, 2011
2022011
Multivariate statistics process control for dimensionality reduction in structural assessment
LE Mujica, J Vehí, M Ruiz, M Verleysen, W Staszewski, K Worden
Mechanical Systems and Signal Processing 22 (1), 155-171, 2008
1042008
Damage classification in structural health monitoring using principal component analysis and self‐organizing maps
DA Tibaduiza, LE Mujica, J Rodellar
Structural Control and Health Monitoring 20 (10), 1303-1316, 2013
912013
A study of two unsupervised data driven statistical methodologies for detecting and classifying damages in structural health monitoring
DA Tibaduiza, MA Torres-Arredondo, LE Mujica, J Rodellar, CP Fritzen
Mechanical Systems and Signal Processing 41 (1-2), 467-484, 2013
712013
A structural damage detection indicator based on principal component analysis and statistical hypothesis testing
LE Mújica, M Ruiz, F Pozo, J Rodellar, A Güemes
Smart materials and structures 23 (2), 025014, 2013
682013
A hybrid approach of knowledge-based reasoning for structural assessment
LE Mujica, J Vehi, J Rodellar, P Kolakowski
Smart Materials and Structures 14 (6), 1554, 2005
59*2005
Impact damage detection in aircraft composites using knowledge-based reasoning
LE Mujica, J Vehí, W Staszewski, K Worden
Structural Health Monitoring 7 (3), 215-230, 2008
522008
Structural damage detection using principal component analysis and damage indices
DA Tibaduiza, LE Mujica, J Rodellar, A Güemes
Journal of Intelligent Material Systems and Structures 27 (2), 233-248, 2016
482016
Two approaches to structural damage identification: model updating versus soft computing
P Kolakowski, LE Mujica, J Vehi
Journal of intelligent material systems and structures 17 (1), 63-79, 2006
432006
Wind turbine fault detection and classification by means of image texture analysis
M Ruiz, LE Mujica, S Alferez, L Acho, C Tutiven, Y Vidal, J Rodellar, ...
Mechanical Systems and Signal Processing 107, 149-167, 2018
402018
Automatic recognition of atypical lymphoid cells from peripheral blood by digital image analysis
S Alférez, A Merino, L Bigorra, L Mujica, M Ruiz, J Rodellar
American journal of clinical pathology 143 (2), 168-176, 2015
382015
Applying robust variant of Principal Component Analysis as a damage detector in the presence of outliers
F Gharibnezhad, LE Mujica, J Rodellar
Mechanical Systems and Signal Processing 50, 467-479, 2015
372015
Data-driven multivariate algorithms for damage detection and identification: evaluation and comparison
MA Torres-Arredondo, DA Tibaduiza, LE Mujica, J Rodellar, CP Fritzen
Structural Health Monitoring 13 (1), 19-32, 2014
352014
Damage detection by using FBGs and strain field pattern recognition techniques
J Sierra-Pérez, A Güemes, LE Mujica
Smart materials and structures 22 (2), 025011, 2012
332012
Design and validation of a structural health monitoring system for aeronautical structures
DA Tibaduiza, F Gharibnezhad, LE Mujica, J Rodellar
PhD thesis, Department of Applied Mathematics III, Universitat Politecnica …, 2013
32*2013
Data-driven methodology to detect and classify structural changes under temperature variations
M Anaya, DA Tibaduiza, MA Torres-Arredondo, F Pozo, M Ruiz, LE Mujica, ...
Smart materials and structures 23 (4), 045006, 2014
272014
Partial least square/projection to latent structures (PLS) regression to estimate impact localization in structures
M Ruiz, LE Mujica, X Berjaga, J Rodellar
Smart materials and structures 22 (2), 025028, 2013
262013
Active piezoelectric system using PCA
DA Tibaduiza Burgos, LE Mujica Delgado, A Güemes Gordo, ...
Structural health monitoring 2010: proceedings of the Fifth European …, 2010
232010
Detection of structural changes through principal component analysis and multivariate statistical inference
F Pozo, I Arruga, LE Mujica, M Ruiz, E Podivilova
Structural Health Monitoring 15 (2), 127-142, 2016
212016
Multivariate data-driven modelling and pattern recognition for damage detection and identification for acoustic emission and acousto-ultrasonics
MA Torres-Arredondo, DA Tibaduiza, M McGugan, H Toftegaard, ...
Smart materials and structures 22 (10), 105023, 2013
212013
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