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Jose Ignacio Aizpurua

Observed names: Aizpurua Jose Ignacio, Aizpurua Unanue, Jose Ignacio, Aizpurua Unanue, José Ignacio, Aizpurua, Jose I., Aizpurua, Jose Ignacio, J I Aizpurua, J. I. Aizpurua, J.I. Aizpurua, Jose Aizpurua, Jose I. Aizpurua, Jose Ignacio Aizpurua Unanue, Jose Ignasio Aizpurua Unanue, Jose Ignazio Aizpurua, Jose-Ignacio Aizpurua
ORCID: 0000-0002-8653-6011
Observed ORCID: 0000-0002-8653-6011
OpenAlex ID: A5101835988
Adaptive Power Transformer Lifetime Predictions Through Machine Learning and Uncertainty Modeling in Nuclear Power Plants
2018 · Jose Ignacio Aizpurua, Stephen D. J. McArthur, et al. · IEEE Transactions on Industrial Electronics · 170
Uncertainty-Aware Dynamic Reliability Analysis Framework for Complex Systems
2018 · Sohag Kabir, Mohammad Yazdi, et al. · IEEE Access · 96
A Model-Based Hybrid Approach for Circuit Breaker Prognostics Encompassing Dynamic Reliability and Uncertainty
2017 · Jose Ignacio Aizpurua, Victoria M. Catterson, et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 95
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Power transformer dissolved gas analysis through Bayesian networks and hypothesis testing
2018 · Jose Ignacio Aizpurua, Victoria M. Catterson, et al. · IEEE Transactions on Dielectrics and Electrical Insulation · 93
A data-driven long-term metocean data forecasting approach for the design of marine renewable energy systems
2022 · Markel Penalba, Jose Ignacio Aizpurua, et al. · Renewable and Sustainable Energy Reviews · 55
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Supporting group maintenance through prognostics-enhanced dynamic dependability prediction
2017 · J.I. Aizpurua, V.M. Catterson, et al. · Reliability Engineering & System Safety · 53
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Probabilistic forecasting informed failure prognostics framework for improved RUL prediction under uncertainty: A transformer case study
2022 · J.I. Aizpurua, B.G. Stewart, et al. · Reliability Engineering & System Safety · 47
Improved power transformer condition monitoring under uncertainty through soft computing and probabilistic health index
2019 · J.I. Aizpurua, B.G. Stewart, et al. · Applied Soft Computing · 46
Dynamic Performance Evaluation of Photovoltaic Power Plant by Stochastic Hybrid Fault Tree Automaton Model
2018 · Ferdinando Chiacchio, Fabio Famoso, et al. · Energies · 37
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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 · 35
SHyFTOO, an object-oriented Monte Carlo simulation library for the modeling of Stochastic Hybrid Fault Tree Automaton
2019 · Ferdinando Chiacchio, Jose Ignacio Aizpurua, et al. · Expert Systems with Applications · 29
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 · 28
A Diagnostics Framework for Underground Power Cables Lifetime Estimation Under Uncertainty
2020 · Jose Ignacio Aizpurua, Brian G. Stewart, et al. · IEEE Transactions on Power Delivery · 28
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On the use of dynamic reliability for an accurate modelling of renewable power plants
2018 · Ferdinando Chiacchio, Diego D’Urso, et al. · Energy · 27
Towards a Methodology for Design of Prognostic Systems
2015 · Jose Ignacio Aizpurua, Victoria M. Catterson · Annual Conference of the PHM Society · 27
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Improved Dynamic Dependability Assessment Through Integration With Prognostics
2017 · Jose Ignacio Aizpurua, Victoria M. Catterson, et al. · IEEE Transactions on Reliability · 25
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Uncertainty-Aware Fusion of Probabilistic Classifiers for Improved Transformer Diagnostics
2018 · Jose Ignacio Aizpurua, Victoria M. Catterson, et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 22
Modelling and Resolution of Dynamic Reliability Problems by the Coupling of Simulink and the Stochastic Hybrid Fault Tree Object Oriented (SHyFTOO) Library
2019 · Ferdinando Chiacchio, Jose Ignacio Aizpurua, et al. · Information · 21
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A Model-Based Extension to HiP-HOPS for Dynamic Fault Propagation Studies
2017 · Sohag Kabir, Yiannis Papadopoulos, et al. · Lecture notes in computer science · 21
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Impact of operations and maintenance on the energy production of floating offshore wind farms across the North Sea and the Iberian Peninsula
2024 · Manu Centeno-Telleria, Hong Yue, et al. · Renewable Energy · 20
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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 · 20
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Computationally efficient analytical O&M model for strategic decision-making in offshore renewable energy systems
2023 · Manu Centeno-Telleria, Jose Ignacio Aizpurua, et al. · Energy · 19
Integrated machine learning and probabilistic degradation approach for vessel electric motor prognostics
2023 · Jose Ignacio Aizpurua, Knut Erik Knutsen, et al. · Ocean Engineering · 18
O&M-aware techno-economic assessment for floating offshore wind farms: A geospatial evaluation off the North Sea and the Iberian Peninsula
2024 · Manu Centeno-Telleria, Hong Yue, et al. · Applied Energy · 17
A probabilistic risk assessment framework for the impact assessment of extreme events on renewable power plant components
2024 · Nadia N. Sánchez-Pozo, Erik Vanem, et al. · Renewable Energy · 16
Works count: 90
Citation count: 1,329
H-index: 20
I10-index: 34
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