Improved power transformer condition monitoring under uncertainty through soft computing and probabilistic health index

J. I. Aizpurua, B. G. Stewart, S. D. J. McArthur, B. Lambert, J. G. Cross, V. M. Catterson

Electronic And Electrical Engineering

Research output: Contribution to journal › Article › peer-review

6 Citations (Scopus)

105 Downloads (Pure)

6 Citations
4 Article
2 Conference contribution book

6 results

2022
Prognostics & health management oriented data analytics suite for transformer health monitoring
Aizpurua, J. I., Stewart, B. G. & McArthur, S. D. J., 28 Nov 2022, In: Transformers Magazine. p. 1-9 9 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
50 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 Access
File
22 Citations (Scopus)

70 Downloads (Pure)
2019
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 Access
File
126 Citations (Scopus)

558 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 Access
File
75 Citations (Scopus)

210 Downloads (Pure)
2017
Improving the accuracy of transformer DGA diagnosis in the presence of conflicting evidence
Aizpurua, J. I., Catterson, V. M., Stewart, B. G., McArthur, S. D. J., Lambert, B., Ampofo, B., Pereira, G. & Cross, J. G., 18 Aug 2017, 2017 IEEE Electrical Insulation Conference (EIC). Piscataway, NJ: IEEE, 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

Open Access
File
4 Citations (Scopus)

84 Downloads (Pure)
Determining appropriate data analytics for transformer health monitoring
Aizpurua, J. I., Catterson, V. M., Stewart, B. G., McArthur, S. D. J., Lambert, B., Ampofo, B., Pereira, G. & Cross, J. G., 5 Apr 2017, (Accepted/In press) 10th International Topical Meeting on Nuclear Plant Instrumentation, Control and Human Machine Interface Technologies. La Grange Park: American Nuclear Society, p. 1-11 11 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

Open Access
File
457 Downloads (Pure)

Improved power transformer condition monitoring under uncertainty through soft computing and probabilistic health index

Research output

Search results

Prognostics & health management oriented data analytics suite for transformer health monitoring

Uncertainty-aware fusion of probabilistic classifiers for improved transformer diagnostics

Adaptive power transformer lifetime predictions through machine learning and uncertainty modelling in nuclear power plants

Power transformer dissolved gas analysis through Bayesian networks and hypothesis testing

Improving the accuracy of transformer DGA diagnosis in the presence of conflicting evidence

Determining appropriate data analytics for transformer health monitoring