Ibai Ramirez

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

Ibai Ramirez, Joel Pino Gómez, David Pardo et al. · Engineering Applications of Artificial Intelligence · 2024 · 26 citations · Full text

Engineering, Electrical Engineering, Physics +12

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

Jose Ignacio Aizpurua, Ibai Ramirez, Iker Lasa et al. · IEEE Transactions on Power Delivery · 2022 · 24 citations

Business, Computational Engineering, Forecasting +16

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

Jose Ignacio Aizpurua, Rafael Peña‐Alzola, Jon Olano et al. · International Journal of Electrical Power & Energy Systems · 2023 · 18 citations · Full text

Computing, Computational Engineering, Computer Science +13