2D-convolutional neural network based fault detection and classification of transmission lines using scalogram images.

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作者： Pravati,Nayak ^[1] ; Shitya Ranjan,Das ^[1] ; Ranjan K,Mallick ^[2] ; Sairam,Mishra ^[1] ; Ahmed,Althobaiti ^[3] ; Alsharef,Mohammad ^[3] ; Flah,Aymen ^[4]

作者单位： Department of Electrical Engineering, Siksha 'O' Anushandhan deemed to be University, Bhubaneswar, Odisha, PIN-751030, India. ^[1] Department of Electrical and Electronics Engineering, Siksha 'O' Anushandhan deemed to be University, Bhubaneswar, Odisha, PIN-751030, India. ^[2] Electrical Engineering Department, Taif University, Saudi Arabia. ^[3] Energy Processes Environment and Electrical Systems Unit, National Engineering School of Gabes, University of Gabes, Gabes, 6029, Tunisia.;MEU Research Unit, Middle East University, Amman, 11831, Jordan.;College of Engineering, University of Business and Technology (UBT), Jeddah, 21448, Saudi Arabia.;Private Higher School of Applied Sciences and Technology of Gabes, University of Gabes, Gabes, 6029, Tunisia.;Applied Science Research Center, Applied Science Private University, Amman, 11931, Jordan.;ENET Centre, VSB-Technical University of Ostrava, Ostrava, Czech Republic. ^[4]

关键词 Convolutional neural networks Fault detection Transmission lines Wavelet transform

DOI 10.1016/j.heliyon.2024.e38947

PMID 39430544

发布时间 2024-10-23

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2024年10卷19期

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2D-convolutional neural network based fault detection and classification of transmission lines using scalogram images.

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2D-convolutional neural network based fault detection and classification of transmission lines using scalogram images.

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