Ekhi Zugasti

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

Oscar Serradilla, Ekhi Zugasti, Jon Rodriguez et al. · Applied Intelligence · 2022 · 268 citations

Engineering, Computer Science, Industrial Engineering +14

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

Oscar Serradilla, Ekhi Zugasti, Julian Ramirez de Okariz et al. · Applied Sciences · 2021 · 76 citations · Full text

Computing, Computer Science, Industrial Engineering +17

Impregnation quality diagnosis in Resin Transfer Moulding by machine learning

Julen Mendikute, J. Plazaola, M. Baskaran et al. · Composites Part B Engineering · 2021 · 51 citations · Full text

Engineering, Manufacturing Engineering, Materials Engineering +10

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

Oscar Serradilla, Ekhi Zugasti, Carlos Cernuda et al. · 2020 · 50 citations · Full text

Computing, Computer Science, Industrial Engineering +17

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

Oscar Serradilla, Ekhi Zugasti, Julian Ramirez de Okariz et al. · International Journal of Computer Integrated Manufacturing · 2022 · 19 citations · Full text

Engineering, Industrial Engineering, Manufacturing Engineering +12