Publications by the researcher in collaboration with Ibai Ramirez Garcia (5)

2025

  1. Residual-based attention Physics-informed Neural Networks for spatio-temporal ageing assessment of transformers operated in renewable power plants

    Engineering Applications of Artificial Intelligence, Vol. 139

2024

  1. Probabilistic feature selection for improved asset lifetime estimation in renewables. Application to transformers in photovoltaic power plants

    Engineering Applications of Artificial Intelligence, Vol. 131

2023

  1. Hybrid Transformer Prognostics Framework for Enhanced Probabilistic Predictions in Renewable Energy Applications

    IEEE Transactions on Power Delivery, Vol. 38, Núm. 1, pp. 599-609

  2. Probabilistic machine learning aided transformer lifetime prediction framework for wind energy systems

    International Journal of Electrical Power and Energy Systems, Vol. 153

2022

  1. Towards an improved feature-selection approach for oil-immersed transformer top-oil temperature calculation

    ARWtr 2022 - Proceedings: 2022 7th Advanced Research Workshop on Transformers