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ORCIDJose Ignacio Aizpurua
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2020 – today
- 2025
[j17]Ibai Ramirez, Joel Pino, David Pardo, Mikel Sanz, Luis Del Rio, Alvaro Ortiz, Kateryna Morozovska, Jose Ignacio Aizpurua:
Residual-based attention Physics-informed Neural Networks for spatio-temporal ageing assessment of transformers operated in renewable power plants. Eng. Appl. Artif. Intell. 139: 109556 (2025)- 2024
- [j16]Ibai Ramirez, Jose Ignacio Aizpurua
, Iker Lasa, Luis Del Rio:
Probabilistic feature selection for improved asset lifetime estimation in renewables. Application to transformers in photovoltaic power plants. Eng. Appl. Artif. Intell. 131: 107841 (2024) - [i4]Jokin Alcibar, Jose Ignacio Aizpurua, Ekhi Zugasti, Oier Penagarikano:
A Hybrid Probabilistic Battery Health Management Approach for Robust Inspection Drone Operations. CoRR abs/2405.00055 (2024) - [i3]Ibai Ramirez, Joel Pino, David Pardo, Mikel Sanz, Luis Del Rio, Alvaro Ortiz, Kateryna Morozovska, Jose Ignacio Aizpurua:
Residual-based Attention Physics-informed Neural Networks for Efficient Spatio-Temporal Lifetime Assessment of Transformers Operated in Renewable Power Plants. CoRR abs/2405.06443 (2024) - [i2]Jone Ugarte-Valdivielso, Jose Ignacio Aizpurua, Manex Barrenetxea-Iñarra:
Uncertainty Distribution Assessment of Jiles-Atherton Parameter Estimation for Inrush Current Studies. CoRR abs/2405.11011 (2024) - [i1]Jokin Alcibar, Jose Ignacio Aizpurua, Ekhi Zugasti:
Towards a Probabilistic Fusion Approach for Robust Battery Prognostics. CoRR abs/2405.15292 (2024) - 2022
- [j15]Jose Ignacio Aizpurua, Brian G. Stewart, Stephen D. J. McArthur, Markel Penalba, Manex Barrenetxea, Eñaut Muxika, John V. Ringwood:
Probabilistic forecasting informed failure prognostics framework for improved RUL prediction under uncertainty: A transformer case study. Reliab. Eng. Syst. Saf. 226: 108676 (2022) - 2021
- [j14]Jose Ignacio Aizpurua, Victoria M. Catterson, Brian G. Stewart, Stephen D. J. McArthur, Brandon Lambert, James G. Cross:
Uncertainty-Aware Fusion of Probabilistic Classifiers for Improved Transformer Diagnostics. IEEE Trans. Syst. Man Cybern. Syst. 51(1): 621-633 (2021) - 2020
- [j13]Ferdinando Chiacchio, Jose Ignacio Aizpurua, Lucio Compagno, Diego D'Urso:
SHyFTOO, an object-oriented Monte Carlo simulation library for the modeling of Stochastic Hybrid Fault Tree Automaton. Expert Syst. Appl. 146: 113139 (2020) - [j12]Jose Ignacio Aizpurua, Yiannis Papadopoulos, Guillaume Merle:
Explicit Modelling and Treatment of Repair in Prediction of Dependability. IEEE Trans. Dependable Secur. Comput. 17(6): 1147-1162 (2020) - [j11]Unai Garro, Eñaut Muxika, Jose Ignacio Aizpurua, Mikel Mendicute:
FPGA-Based Stochastic Activity Networks for Online Reliability Monitoring. IEEE Trans. Ind. Electron. 67(6): 5000-5011 (2020)
2010 – 2019
- 2019
- [j10]Jose Ignacio Aizpurua, Brian G. Stewart, Stephen D. J. McArthur, Brandon Lambert, James G. Cross, Victoria M. Catterson:
Improved power transformer condition monitoring under uncertainty through soft computing and probabilistic health index. Appl. Soft Comput. 85 (2019) - [j9]Ferdinando Chiacchio, Jose Ignacio Aizpurua, Lucio Compagno, Soheyl Moheb Khodayee, Diego D'Urso:
Modelling and Resolution of Dynamic Reliability Problems by the Coupling of Simulink and the Stochastic Hybrid Fault Tree Object Oriented (SHyFTOO) Library. Inf. 10(9): 283 (2019) - [j8]Unai Garro, Eñaut Muxika, Jose Ignacio Aizpurua, Mikel Mendicute:
FPGA-Based Degradation and Reliability Monitor for Underground Cables. Sensors 19(9): 1995 (2019) - [j7]Jose Ignacio Aizpurua, Stephen D. J. McArthur, Brian G. Stewart, Brandon Lambert, James G. Cross, Victoria M. Catterson:
Adaptive Power Transformer Lifetime Predictions Through Machine Learning and Uncertainty Modeling in Nuclear Power Plants. IEEE Trans. Ind. Electron. 66(6): 4726-4737 (2019) - [c3]Jose Ignacio Aizpurua, Unai Garro, Eñaut Muxika, Mikel Mendicute, Ian Paul Gilbert:
Towards Dependability and Energy Aware Asset Management Framework for Maintenance Planning in Smart Grids. IMBSA 2019: 188-203 - 2018
- [j6]Sohag Kabir, Mohammad Yazdi, Jose Ignacio Aizpurua, Yiannis Papadopoulos:
Uncertainty-Aware Dynamic Reliability Analysis Framework for Complex Systems. IEEE Access 6: 29499-29515 (2018) - [j5]Ferdinando Chiacchio, Jose Ignacio Aizpurua, Diego D'Urso, Lucio Compagno:
Coherence region of the Priority-AND gate: Analytical and numerical examples. Qual. Reliab. Eng. Int. 34(1): 107-115 (2018) - [j4]Jose Ignacio Aizpurua, Victoria M. Catterson, Ibrahim Faiek Abdulhadi, Maria Segovia Garcia:
A Model-Based Hybrid Approach for Circuit Breaker Prognostics Encompassing Dynamic Reliability and Uncertainty. IEEE Trans. Syst. Man Cybern. Syst. 48(9): 1637-1648 (2018) - 2017
- [j3]Jose Ignacio Aizpurua, Yiannis Papadopoulos, Eñaut Muxika, Ferdinando Chiacchio, Gabriele Manno:
On Cost-effective Reuse of Components in the Design of Complex Reconfigurable Systems. Qual. Reliab. Eng. Int. 33(7): 1387-1406 (2017) - [j2]Jose Ignacio Aizpurua, Victoria M. Catterson, Yiannis Papadopoulos, Ferdinando Chiacchio, Diego D'Urso:
Supporting group maintenance through prognostics-enhanced dynamic dependability prediction. Reliab. Eng. Syst. Saf. 168: 171-188 (2017) - [j1]Jose Ignacio Aizpurua, Victoria M. Catterson, Yiannis Papadopoulos, Ferdinando Chiacchio, Gabriele Manno:
Improved Dynamic Dependability Assessment Through Integration With Prognostics. IEEE Trans. Reliab. 66(3): 893-913 (2017) - [c2]Sohag Kabir, Yiannis Papadopoulos, Martin Walker, David Parker, Jose Ignacio Aizpurua, Jörg Lampe, Erich Rüde:
A Model-Based Extension to HiP-HOPS for Dynamic Fault Propagation Studies. IMBSA 2017: 163-178 - 2010
- [c1]Iker Zuriarrain, Jose Ignacio Aizpurua, Frédéric Lerasle, Nestor Arana:
Multiple-person tracking devoted to distributed multi smart camera networks. IROS 2010: 2469-2474
Coauthor Index
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