E. Zugasti

发表

5 Providing Proactiveness : Data Analysis Techniques Portfolios

Javier Fernandez Anakabe, Lambert Schomaker, Carlos Soares, 2018 .

Methodology for data-driven predictive maintenance models design, development and implementation on manufacturing guided by domain knowledge

Julian Ramirez de Okariz, Urko Zurutuza, E. Zugasti, 2022, Int. J. Comput. Integr. Manuf..

Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects

Urko Zurutuza, E. Zugasti, Oscar Serradilla, 2022, Applied Intelligence.

Best Practice Data Sharing Guidelines for Wind Turbine Fault Detection Model Evaluation

Ali Eftekhari Milani, Frank Sehnke, U. Izagirre, 2023, Energies.

Interpreting Remaining Useful Life estimations combining Explainable Artificial Intelligence and domain knowledge in industrial machinery

Urko Zurutuza, Ekhi Zugasti, Carlos Cernuda, 2020, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Contrastive Explanations for a Deep Learning Model on Time-Series Data

Xabier De Carlos, Jokin Labaien, Ekhi Zugasti, 2020, DaWaK.

Adaptable and Explainable Predictive Maintenance: Semi-Supervised Deep Learning for Anomaly Detection and Diagnosis in Press Machine Data

Urko Zurutuza, E. Zugasti, Oscar Serradilla, 2021, Applied Sciences.

Diagnostic Spatio-temporal Transformer with Faithful Encoding

Xabier De Carlos, T. Idé, E. Zugasti, 2023, Knowl. Based Syst..

Predicting the effect of voids generated during RTM on the low-velocity impact behaviour by machine learning-based surrogate models

I. Llavori, J. Aurrekoetxea, E. Zugasti, 2023, Composites Part B: Engineering.

Deep learning models for predictive maintenance: a survey, comparison, challenges and prospect pdf

Urko Zurutuza, Ekhi Zugasti, Oscar Serradilla, 2020, ArXiv.

Damage Identification in a Laboratory Offshore Wind Turbine Demonstrator

Javier Anduaga, Ana Gómez González, Ekhi Zugasti, 2013 .

A Comparative Assessment of Two SHM Damage Detection Methods in a Laboratory Tower

Javier Anduaga, Fernando Martinez, Ekhi Zugasti, 2012 .

NullSpace and AutoRegressive damage detection: a comparative study

Ekhi Zugasti, Javier Anduaga, Flor Martinez, 2012 .

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 .