Publikationen in Zusammenarbeit mit Forschern von Ikerbasque, Fundación Vasca para la Ciencia (24)

2025

  1. Assessing heavy maintenance alternatives for floating offshore wind farms: Towing vs. onsite replacement strategies

    Applied Energy, Vol. 377

  2. 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

  3. Sensitivity analysis of major replacement rates and costs for floating wind farms

    Innovations in Renewable Energies Offshore - Proceedings of the 6th International Conference on Renewable Energies Offshore, RENEW 2024

2024

  1. Impact of operations and maintenance on the energy production of floating offshore wind farms across the North Sea and the Iberian Peninsula

    Renewable Energy, Vol. 224

  2. O&M-aware techno-economic assessment for floating offshore wind farms: A geospatial evaluation off the North Sea and the Iberian Peninsula

    Applied Energy, Vol. 371

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

    Engineering Applications of Artificial Intelligence, Vol. 131

  4. Reliability-aware techno-economic assessment of floating solar power systems

    Sustainable Energy, Grids and Networks, Vol. 40

  5. Uncertainty Distribution Assessment of Jiles-Atherton Parameter Estimation for Inrush Current Studies

    IEEE Transactions on Power Delivery, Vol. 39, Núm. 4, pp. 2275-2285

2023

  1. Best Practice Data Sharing Guidelines for Wind Turbine Fault Detection Model Evaluation

    Energies, Vol. 16, Núm. 8

  2. Computationally efficient analytical O&M model for strategic decision-making in offshore renewable energy systems

    Energy, Vol. 285

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

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

  4. Impact of accessibility on O&M of floating offshore wind turbines: Sensitivity of the deployment site

    Trends in Renewable Energies Offshore - Proceedings of the 5th International Conference on Renewable Energies Offshore, RENEW 2022

  5. Integrated machine learning and probabilistic degradation approach for vessel electric motor prognostics

    Ocean Engineering, Vol. 275

  6. On the Definition of a Comprehensive Technology-Informed Accessibility Metric for Offshore Renewable Energy Site Selection

    Journal of Marine Science and Engineering, Vol. 11, Núm. 9

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

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

2022

  1. A data-driven long-term metocean data forecasting approach for the design of marine renewable energy systems

    Renewable and Sustainable Energy Reviews, Vol. 167

  2. Context-informed conditional anomaly detection approach for wave power plants: The case of air turbines

    Ocean Engineering, Vol. 253

  3. Probabilistic forecasting informed failure prognostics framework for improved RUL prediction under uncertainty: A transformer case study

    Reliability Engineering and System Safety, Vol. 226

  4. Reliability simulation of a multi-state Wind Turbine Generator using SHyFTOO

    21st International Conference on Modeling and Applied Simulation, MAS 2022

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

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