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Insulator Fouling Monitoring Based on Acoustic Signal and One-Dimensional Convolutional Neural Network

Aiming at the problem of pollution insulator discharge mode monitoring in high voltage line, a new one-dimensional convolutional neural network structure (1D-CNN) was designed, and a pollution insulator discharge mode monitoring method based on acoustic emission signal and 1D-CNN was proposed. First...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Li Hao, Li Zhenhua, Cheng Ziyi, Chen Xingxin, Yanchun Xu
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Frontiers Media S.A. 2022-05-01
Cyfres:Frontiers in Energy Research
Pynciau:
discharge of polluted insulator
convolutional neural network
acoustic emission signal
fault diagnosis
deep learning
Mynediad Ar-lein:https://www.frontiersin.org/articles/10.3389/fenrg.2022.906107/full
Tagiau: Ychwanegu Tag
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