Research output per year
Research output per year
Search results
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2023
Hybrid transformer prognostics framework for enhanced probabilistic predictions in renewable energy applications
Aizpurua, J. I., Ramirez, I., Lasa, I., del Rio, L., Ortiz, A. & Stewart, B. G., 1 Feb 2023, In: IEEE Transactions on Power Delivery. 38, p. 556-609 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile19 Downloads (Pure) -
2022
Probabilistic forecasting informed failure prognostics framework for improved RUL prediction under uncertainty: a transformer case study
Aizpurua, J. I., Stewart, B. G., McArthur, S. D. J., Penalba, M., Barrenetxea, M., Muxika, E. & Ringwood, J. V., 1 Oct 2022, In: Reliability Engineering and System Safety. 226, 13 p., 108676.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)5 Downloads (Pure) -
2021
Uncertainty-aware fusion of probabilistic classifiers for improved transformer diagnostics
Aizpurua, J. I., Catterson, V. M., Stewart, B. G., McArthur, S. D. J., Lambert, B. & Cross, J. G., 1 Jan 2021, In: IEEE Transactions on Systems, Man and, Cybernetics: Systems. 51, 1, p. 621-633 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Citations (Scopus)37 Downloads (Pure) -
2019
Prognostics & health management methods & tools for transformer condition monitoring in smart grids
Aizpurua, J. I., Stewart, B. G., McArthur, S. D. J., Garro, U., Muxika, E., Mendicute, M., Catterson, V. M., Gilbert, I. P. & del Rio, L., 7 Oct 2019. 12 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile21 Downloads (Pure) -
Adaptive power transformer lifetime predictions through machine learning and uncertainty modelling in nuclear power plants
Aizpurua, J. I., McArthur, S. D. J., Stewart, B. G., Lambert, B., Cross, J. G. & Catterson, V. M., 30 Jun 2019, In: IEEE Transactions on Industrial Electronics. 66, 6, p. 4726-4737 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile73 Citations (Scopus)511 Downloads (Pure) -
Improved power transformer condition monitoring under uncertainty through soft computing and probabilistic health index
Aizpurua, J. I., Stewart, B. G., McArthur, S. D. J., Lambert, B., Cross, J. G. & Catterson, V. M., 8 Jun 2019, In: Applied Soft Computing. 85, 15 p., 105530.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Citations (Scopus)65 Downloads (Pure) -
Towards a data analytics framework for medium voltage power cable lifetime mangement
Aizpurua, J. I., Stewart, B. G., McArthur, S. D. J., Jajware, N., Kearns, M. & Banerjee, S., 9 Feb 2019, 11th Nuclear Plant Instrumentation, Control and Human Machine Interface Technology. La Grange Park, Ill.: American Nuclear Society, 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Open AccessFile34 Downloads (Pure) -
2018
Power transformer dissolved gas analysis through Bayesian networks and hypothesis testing
Aizpurua, J. I., Catterson, V. M., Stewart, B. G., McArthur, S. D. J., Lambert, B., Ampofo, B., Pereira, G. & Cross, J. G., 19 Apr 2018, In: IEEE Transactions on Dielectrics and Electrical Insulation. 25, 2, p. 494-506 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile49 Citations (Scopus)160 Downloads (Pure) -
Selecting appropriate machine learning classifiers for DGA diagnosis
Aizpurua Unanue, J. I., Catterson, V., Stewart, B. G., McArthur, S., Lambert, B., Ampofo, B., Pereira, G. & Cross, J., 15 Jan 2018, 2017 IEEE Conference on Electrical Insulation and Dielectric Phenomena. Piscataway, N.J., p. 153-156 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Open AccessFile5 Citations (Scopus)443 Downloads (Pure)