Application of the convolutional neural network in partial discharge spectrum recognition of power apparatus
Abstract Partial discharge (PD) detection is used to evaluate the insulation status of high‐voltage equipment. The most challenging aspect of traditional PD recognition is extracting features from the discharge signal. Accordingly, this study applied the visual geometry group‐19 (VGG‐19) model to ga...
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| Format: | Article |
| Language: | English |
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Wiley
2023-06-01
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| Series: | IET Science, Measurement & Technology |
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| Online Access: | https://doi.org/10.1049/smt2.12137 |