EPS Electrónica e Informática
Departamento
Brian
Stewart
Publicacións nas que colabora con Brian Stewart (15)
2023
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Hybrid Transformer Prognostics Framework for Enhanced Probabilistic Predictions in Renewable Energy Applications
IEEE Transactions on Power Delivery, Vol. 38, Núm. 1, pp. 599-609
2022
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Probabilistic forecasting informed failure prognostics framework for improved RUL prediction under uncertainty: A transformer case study
Reliability Engineering and System Safety, Vol. 226
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Uncertainty Analysis of Two Gas Measurement DGA Ratios for Improved Diagnostics Applications
2022 IEEE International Conference on High Voltage Engineering and Applications, ICHVE 2022
2021
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A Diagnostics Framework for Underground Power Cables Lifetime Estimation under Uncertainty
IEEE Transactions on Power Delivery, Vol. 36, Núm. 4, pp. 2014-2024
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Uncertainty-Aware Fusion of Probabilistic Classifiers for Improved Transformer Diagnostics
IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 51, Núm. 1, pp. 621-633
2019
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Adaptive Power Transformer Lifetime Predictions Through Machine Learning and Uncertainty Modeling in Nuclear Power Plants
IEEE Transactions on Industrial Electronics, Vol. 66, Núm. 6, pp. 4726-4737
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Improved power transformer condition monitoring under uncertainty through soft computing and probabilistic health index
Applied Soft Computing, Vol. 85
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Probabilistic Power Transformer Condition Monitoring in Smart Grids
ARWtr 2019 - Proceedings: 2019 6th Advanced Research Workshop on Transformers
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Towards a Hybrid Power Cable Health Index for Medium Voltage Power Cable Condition Monitoring
2019 IEEE Electrical Insulation Conference, EIC 2019
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Towards a data analytics framework for medium voltage power cable lifetime management
11th Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2019
2018
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Power transformer dissolved gas analysis through Bayesian networks and hypothesis testing
IEEE Transactions on Dielectrics and Electrical Insulation, Vol. 25, Núm. 2, pp. 494-506
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Towards a Comprehensive DGA Health Index
2018 IEEE 2nd International Conference on Dielectrics, ICD 2018
2017
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Determining appropriate data analytics for transformer health monitoring
10th International Topical Meeting on Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2017
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Improving the accuracy of transformer DGA diagnosis in the presence of conflicting evidence
2017 IEEE Electrical Insulation Conference, EIC 2017
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Selecting appropriate machine learning classifiers for DGA diagnosis
Annual Report - Conference on Electrical Insulation and Dielectric Phenomena, CEIDP