Publications by the researcher in collaboration with Oscar Serradilla Casado (4)

2022

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

    Applied Intelligence, Vol. 52, Núm. 10, pp. 10934-10964

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

    International Journal of Computer Integrated Manufacturing, Vol. 35, Núm. 12, pp. 1310-1334

2021

  1. Adaptable and explainable predictive maintenance: semi-supervised deep learning for anomaly detection and diagnosis in press machine data

    Applied Sciences (Switzerland), Vol. 11, Núm. 16

2020

  1. Interpreting remaining useful life estimations combining explainable artificial intelligence and domain knowledge in industrial machinery

    IEEE International Conference on Fuzzy Systems