Search Results - "Fehlberg, Rafael Prux"
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A Physics-informed Stairway Statistical Neural Model for DGA Analysis
Published in 2024 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) (19-02-2024)“…This paper proposes a new approach for power transformers dissolved gas analysis (DGA) using Statistical Machine Learning Techniques and Neural Networks to…”
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Conference Proceeding -
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An Approach to Condition Assessment of High-Voltage Insulators by Ultrasound and an Ensemble of Fourier Neural Networks
Published in 2020 IEEE/PES Transmission and Distribution Conference and Exposition (T&D) (12-10-2020)“…This paper proposes an approach for evaluating the condition of high-voltage insulators of overhead distribution lines using Neural Networks and pre-processing…”
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Conference Proceeding -
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An Approach to Condition Assessment of High-Voltage Insulators by Ultrasound and an Ensemble of Convolutional Neural Networks
Published in 2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) (01-02-2020)“…This paper proposes an approach and proof of concept for evaluating the condition of high-voltage insulators of power distribution networks (up to 145 kV)…”
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Conference Proceeding