Jose Ignacio Aizpurua

34 papers A 1Journal 31Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Disentangling Aleatoric and Epistemic Uncertainty in Physics-Informed Neural Networks. Application to Insulation Material Degradation Prognostics.
CoRR
Ibai Ramirez, Jokin Alcibar, Joel Pino, Mikel Sanz, Jose Ignacio Aizpurua
2025 J jnl
A hybrid probabilistic battery health management approach for robust inspection drone operations.
Eng. Appl. Artif. Intell.
Jokin Alcibar, Jose Ignacio Aizpurua, Ekhi Zugasti, Oier Penagarikano
2025 J jnl
An interpretable operational state classification framework for elevators through convolutional neural networks.
Comput. Aided Civ. Infrastructure Eng.
Jon Olaizola, Unai Izagirre, Oscar Serradilla, Ekhi Zugasti, Mikel Mendicute, Jose Ignacio Aizpurua
2025 J jnl
Bayesian Physics Informed Neural Networks for Reliable Transformer Prognostics.
CoRR
Ibai Ramirez, Jokin Alcibar, Joel Pino, Mikel Sanz, David Pardo, Jose Ignacio Aizpurua
2025 J jnl
Comparative analysis and evaluation of ageing forecasting methods for semiconductor devices in online health monitoring.
CoRR
Adrian Villalobos, Iban Barrutia, Rafael Pena-Alzola, Tomislav Dragicevic, Jose Ignacio Aizpurua
2025 J jnl
Comparative analysis and evaluation of ageing forecasting methods for semiconductor devices in online health monitoring.
Eng. Appl. Artif. Intell.
Adrian Villalobos, Iban Barrutia, Rafael Peña-Alzola, Tomislav Dragicevic, Jose Ignacio Aizpurua
2025 J jnl
Physics-Informed Machine Learning for Transformer Condition Monitoring - Part I: Basic Concepts, Neural Networks, and Variants.
CoRR
Jose Ignacio Aizpurua
2025 J jnl
Physics-Informed Machine Learning for Transformer Condition Monitoring - Part II: Physics-Informed Neural Networks and Uncertainty Quantification.
CoRR
Jose Ignacio Aizpurua
2025 J jnl
Reinforcement Learning-Based Controlled Switching Approach for Inrush Current Minimization in Power Transformers.
CoRR
Jone Ugarte-Valdivielso, Jose Ignacio Aizpurua, Manex Barrenetxea, Brian G. Stewart
2025 J jnl
Residual-based attention Physics-informed Neural Networks for spatio-temporal ageing assessment of transformers operated in renewable power plants.
Eng. Appl. Artif. Intell.
Ibai Ramirez, Joel Pino, David Pardo, Mikel Sanz, Luis Del Rio, Alvaro Ortiz, Kateryna Morozovska, Jose Ignacio Aizpurua
2025 J jnl
Transformer OLTC Operation Monitoring Framework Through Acoustic Signal Processing and Convolutional Neural Networks.
IEEE Trans. Instrum. Meas.
Adnan Secic, Jose Ignacio Aizpurua, Unai Garro, Eñaut Muxika, Igor Kuzle
2024 J jnl
A Hybrid Probabilistic Battery Health Management Approach for Robust Inspection Drone Operations.
CoRR
Jokin Alcibar, Jose Ignacio Aizpurua, Ekhi Zugasti, Oier Penagarikano
2024 J jnl
Probabilistic feature selection for improved asset lifetime estimation in renewables. Application to transformers in photovoltaic power plants.
Eng. Appl. Artif. Intell.
Ibai Ramirez, Jose Ignacio Aizpurua, Iker Lasa, Luis Del Rio
2024 J jnl
Residual-based Attention Physics-informed Neural Networks for Efficient Spatio-Temporal Lifetime Assessment of Transformers Operated in Renewable Power Plants.
CoRR
Ibai Ramirez, Joel Pino, David Pardo, Mikel Sanz, Luis Del Rio, Alvaro Ortiz, Kateryna Morozovska, Jose Ignacio Aizpurua
2024 J jnl
Towards a Probabilistic Fusion Approach for Robust Battery Prognostics.
CoRR
Jokin Alcibar, Jose Ignacio Aizpurua, Ekhi Zugasti
2024 J jnl
Uncertainty Distribution Assessment of Jiles-Atherton Parameter Estimation for Inrush Current Studies.
CoRR
Jone Ugarte-Valdivielso, Jose Ignacio Aizpurua, Manex Barrenetxea-Iñarra
2022 J jnl
Probabilistic forecasting informed failure prognostics framework for improved RUL prediction under uncertainty: A transformer case study.
Reliab. Eng. Syst. Saf.
Jose Ignacio Aizpurua, Brian G. Stewart, Stephen D. J. McArthur, Markel Penalba, Manex Barrenetxea, Eñaut Muxika, John V. Ringwood
2021 J jnl
Uncertainty-Aware Fusion of Probabilistic Classifiers for Improved Transformer Diagnostics.
IEEE Trans. Syst. Man Cybern. Syst.
Jose Ignacio Aizpurua, Victoria M. Catterson, Brian G. Stewart, Stephen D. J. McArthur, Brandon Lambert, James G. Cross
2020 J jnl
Explicit Modelling and Treatment of Repair in Prediction of Dependability.
IEEE Trans. Dependable Secur. Comput.
Jose Ignacio Aizpurua, Yiannis Papadopoulos, Guillaume Merle
2020 J jnl
FPGA-Based Stochastic Activity Networks for Online Reliability Monitoring.
IEEE Trans. Ind. Electron.
Unai Garro, Eñaut Muxika, Jose Ignacio Aizpurua, Mikel Mendicute
2020 J jnl
SHyFTOO, an object-oriented Monte Carlo simulation library for the modeling of Stochastic Hybrid Fault Tree Automaton.
Expert Syst. Appl.
Ferdinando Chiacchio, Jose Ignacio Aizpurua, Lucio Compagno, Diego D'Urso
2019 J jnl
Adaptive Power Transformer Lifetime Predictions Through Machine Learning and Uncertainty Modeling in Nuclear Power Plants.
IEEE Trans. Ind. Electron.
Jose Ignacio Aizpurua, Stephen D. J. McArthur, Brian G. Stewart, Brandon Lambert, James G. Cross, Victoria M. Catterson
2019 J jnl
FPGA-Based Degradation and Reliability Monitor for Underground Cables.
Sensors
Unai Garro, Eñaut Muxika, Jose Ignacio Aizpurua, Mikel Mendicute
2019 J jnl
Improved power transformer condition monitoring under uncertainty through soft computing and probabilistic health index.
Appl. Soft Comput.
Jose Ignacio Aizpurua, Brian G. Stewart, Stephen D. J. McArthur, Brandon Lambert, James G. Cross, Victoria M. Catterson
2019 J jnl
Modelling and Resolution of Dynamic Reliability Problems by the Coupling of Simulink and the Stochastic Hybrid Fault Tree Object Oriented (SHyFTOO) Library.
Inf.
Ferdinando Chiacchio, Jose Ignacio Aizpurua, Lucio Compagno, Soheyl Moheb Khodayee, Diego D'Urso
2019 — conf
Towards Dependability and Energy Aware Asset Management Framework for Maintenance Planning in Smart Grids.
IMBSA
Jose Ignacio Aizpurua, Unai Garro, Eñaut Muxika, Mikel Mendicute, Ian Paul Gilbert
2018 J jnl
A Model-Based Hybrid Approach for Circuit Breaker Prognostics Encompassing Dynamic Reliability and Uncertainty.
IEEE Trans. Syst. Man Cybern. Syst.
Jose Ignacio Aizpurua, Victoria M. Catterson, Ibrahim Faiek Abdulhadi, Maria Segovia Garcia
2018 J jnl
Coherence region of the Priority-AND gate: Analytical and numerical examples.
Qual. Reliab. Eng. Int.
Ferdinando Chiacchio, Jose Ignacio Aizpurua, Diego D'Urso, Lucio Compagno
2018 J jnl
Uncertainty-Aware Dynamic Reliability Analysis Framework for Complex Systems.
IEEE Access
Sohag Kabir, Mohammad Yazdi, Jose Ignacio Aizpurua, Yiannis Papadopoulos
2017 — conf
A Model-Based Extension to HiP-HOPS for Dynamic Fault Propagation Studies.
IMBSA
Sohag Kabir, Yiannis Papadopoulos, Martin Walker, David Parker, Jose Ignacio Aizpurua, Jörg Lampe, Erich Rüde
2017 J jnl
Improved Dynamic Dependability Assessment Through Integration With Prognostics.
IEEE Trans. Reliab.
Jose Ignacio Aizpurua, Victoria M. Catterson, Yiannis Papadopoulos, Ferdinando Chiacchio, Gabriele Manno
2017 J jnl
On Cost-effective Reuse of Components in the Design of Complex Reconfigurable Systems.
Qual. Reliab. Eng. Int.
Jose Ignacio Aizpurua, Yiannis Papadopoulos, Eñaut Muxika, Ferdinando Chiacchio, Gabriele Manno
2017 J jnl
Supporting group maintenance through prognostics-enhanced dynamic dependability prediction.
Reliab. Eng. Syst. Saf.
Jose Ignacio Aizpurua, Victoria M. Catterson, Yiannis Papadopoulos, Ferdinando Chiacchio, Diego D'Urso
2010 A conf
Multiple-person tracking devoted to distributed multi smart camera networks.
IROS
Iker Zuriarrain, Jose Ignacio Aizpurua, Frédéric Lerasle, Nestor Arana