A Sensor Data Fusion System Based on k-Nearest Neighbor Pattern Classification for Structural Health Monitoring Applications
Vitola, Jaime, Pozo, Francesc, Tibaduiza, Diego A, Anaya, Maribel
Published in Sensors (Basel, Switzerland) (21.02.2017)
Published in Sensors (Basel, Switzerland) (21.02.2017)
Get full text
Journal Article
Publication
Damage Identification in Structural Health Monitoring: A Brief Review from its Implementation to the Use of Data-Driven Applications
Burgos, Diego A Tibaduiza, Vargas, Ricardo C Gomez, Pedraza, Cesar, Agis, David, Pozo, Francesc
Published in Sensors (Basel, Switzerland) (29.01.2020)
Published in Sensors (Basel, Switzerland) (29.01.2020)
Get full text
Journal Article
Publication
Entropy Indicators: An Approach for Low-Speed Bearing Diagnosis
Sandoval, Diego, Leturiondo, Urko, Vidal, Yolanda, Pozo, Francesc
Published in Sensors (Basel, Switzerland) (27.01.2021)
Published in Sensors (Basel, Switzerland) (27.01.2021)
Get full text
Journal Article
Wind Turbine Fault Detection through Principal Component Analysis and Statistical Hypothesis Testing
Get full text
Journal Article
Publication
Wind Turbine Condition Monitoring Strategy through Multiway PCA and Multivariate Inference
Get full text
Journal Article
Publication
Wind Turbine Fault Detection Using Highly Imbalanced Real SCADA Data
Velandia-Cardenas, Cristian, Vidal, Yolanda, Pozo, Francesc
Published in Energies (Basel) (01.03.2021)
Published in Energies (Basel) (01.03.2021)
Get full text
Journal Article
Wind Turbine Multi-Fault Detection and Classification Based on SCADA Data
Get full text
Journal Article
Publication
Distributed Piezoelectric Sensor System for Damage Identification in Structures Subjected to Temperature Changes
Vitola, Jaime, Pozo, Francesc, Tibaduiza, Diego A, Anaya, Maribel
Published in Sensors (Basel, Switzerland) (31.05.2017)
Published in Sensors (Basel, Switzerland) (31.05.2017)
Get full text
Journal Article
Publication
Sensors for Structural Health Monitoring and Condition Monitoring
Pozo, Francesc, Tibaduiza, Diego A, Vidal, Yolanda
Published in Sensors (Basel, Switzerland) (24.02.2021)
Published in Sensors (Basel, Switzerland) (24.02.2021)
Get full text
Journal Article
A Damage Classification Approach for Structural Health Monitoring Using Machine Learning
Anaya, Maribel, Vitola, Jaime, Torres-Arredondo, Miguel Ángel, Tibaduiza, Diego, Pozo, Francesc
Published in Complexity (New York, N.Y.) (01.01.2018)
Published in Complexity (New York, N.Y.) (01.01.2018)
Get full text
Journal Article
Publication
Structural Damage Classification in a Jacket-Type Wind-Turbine Foundation Using Principal Component Analysis and Extreme Gradient Boosting
Leon-Medina, Jersson X, Anaya, Maribel, Parés, Núria, Tibaduiza, Diego A, Pozo, Francesc
Published in Sensors (Basel, Switzerland) (13.04.2021)
Published in Sensors (Basel, Switzerland) (13.04.2021)
Get full text
Journal Article
A Frequency-Based Approach for the Detection and Classification of Structural Changes Using t -SNE
Get full text
Journal Article
Publication
Attention-Based Deep Recurrent Neural Network to Forecast the Temperature Behavior of an Electric Arc Furnace Side-Wall
Godoy-Rojas, Diego F, Leon-Medina, Jersson X, Rueda, Bernardo, Vargas, Whilmar, Romero, Juan, Pedraza, Cesar, Pozo, Francesc, Tibaduiza, Diego A
Published in Sensors (Basel, Switzerland) (12.02.2022)
Published in Sensors (Basel, Switzerland) (12.02.2022)
Get full text
Journal Article
Low-Speed Bearing Fault Diagnosis Based on Permutation and Spectral Entropy Measures
Sandoval, Diego, Leturiondo, Urko, Pozo, Francesc, Vidal, Yolanda
Published in Applied sciences (01.07.2020)
Published in Applied sciences (01.07.2020)
Get full text
Journal Article