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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Hlavní autoři:	Aqsa Khalid, Ghulam Mustafa, Muhammad Rizwan Rashid Rana, Saeed M. Alshahrani, Mofadal Alymani
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	PeerJ Inc. 2024-02-01
Edice:	PeerJ Computer Science
Témata:	Smart gird RNN BiLSTM Electricity-theft CRF
On-line přístup:	https://peerj.com/articles/cs-1872.pdf
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