In this article, a machine-learning-based model for the regression of cloud-to-ground lightning location and peak current from time-domain waveforms of lightning-induced voltage measurements on overhead transmission lines is presented. A principal component analysis (PCA) procedure is applied for extracting significant features and decreasing...
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2024 (v1)PublicationUploaded on: October 15, 2024
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2022 (v1)Publication
Wind turbines (WTs) can be seriously damaged by lightning strikes and they can be struck by a significant number of flashes. This should be taken into account when the WT lightning protection system is designed. Moreover, WTs represent a path for the lightning current that can modify the well-known effects of the lightning discharge in terms...
Uploaded on: April 14, 2023 -
2023 (v1)Publication
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Uploaded on: October 16, 2024 -
2023 (v1)Publication
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Uploaded on: February 14, 2024 -
2023 (v1)Publication
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Uploaded on: February 14, 2024