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RNN-BiLSTM-CRF based amalgamated deep learning model for electricity theft detection to secure smart grids

Electricity theft presents a substantial threat to distributed power networks, leading to non-technical losses (NTLs) that can significantly disrupt grid functionality. As power grids supply centralized electricity to connected consumers, any unauthorized consumption can harm the grids and jeopardiz...

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Principais autores: Aqsa Khalid, Ghulam Mustafa, Muhammad Rizwan Rashid Rana, Saeed M. Alshahrani, Mofadal Alymani
Formato: Artigo
Idioma:Inglês
Publicado em: PeerJ Inc. 2024-02-01
coleção:PeerJ Computer Science
Assuntos:
Smart gird
RNN
BiLSTM
Electricity-theft
CRF
Acesso em linha:https://peerj.com/articles/cs-1872.pdf
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