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Author

Ibai Ramirez

Observed institution: Mondragon Unibertsitatea
ORCID: 0000-0001-9123-2912
Observed ORCID: 0000-0001-9123-2912
OpenAlex ID: A5086998123
Residual-based attention Physics-informed Neural Networks for spatio-temporal ageing assessment of transformers operated in renewable power plants
2024 · Ibai Ramirez, Joel Pino, et al. · Engineering Applications of Artificial Intelligence · 44
Hybrid Transformer Prognostics Framework for Enhanced Probabilistic Predictions in Renewable Energy Applications
2022 · Jose Ignacio Aizpurua, Ibai Ramirez, et al. · IEEE Transactions on Power Delivery · 30
Probabilistic machine learning aided transformer lifetime prediction framework for wind energy systems
2023 · Jose I. Aizpurua, Rafael Peña-Alzola, et al. · International Journal of Electrical Power & Energy Systems · 23
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Bayesian Physics Informed Neural Networks for Reliable Transformer Prognostics
2025 · Ibai Ramirez, Jokin Alcibar, et al. · Annual Conference of the PHM Society · 11
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Probabilistic feature selection for improved asset lifetime estimation in renewables. Application to transformers in photovoltaic power plants
2024 · Ibai Ramirez, Jose I. Aizpurua, et al. · Engineering Applications of Artificial Intelligence · 10
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Disentangling Aleatoric and Epistemic Uncertainty in Physics‐Informed Neural Networks: Application to Insulation Material Degradation Prognostics
2026 · Ibai Ramirez, Jokin Alcibar, et al. · Advanced Intelligent Systems · 3
Towards an improved feature-selection approach for oil-immersed transformer top-oil temperature calculation
2022 · Ibai Ramirez, Jose Ignacio Aizpurua, et al. · International Advanced Research Workshop on Transformers (ARWtr) · 1
Works count: 7
Citation count: 122
H-index: 5
I10-index: 5
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