A critical review of technical case studies for electricity theft detection in smart grids: A new paradigm based transformative approach

A critical review of technical case studies for electricity theft detection in smart grids: A new paradigm based transformative approach

Electricity theft detection (ETD) is a vital global concern that affects utility providers (UPs), and non-technical losses (NTLs) are a major issue. While smart metering has helped to reduce conventional technical losses (TLs), NTLs caused by theft are still difficult to identify and have serious ef...

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Bibliographic Details
Main Authors: Muhammad Sajid Iqbal, Shoaib Munawar, Muhammad Adnan, Ali Raza, Muhammad Ali Akbar, Amine Bermak
Format: Article
Language:English
Published: Elsevier 2025-04-01
Series:Energy Conversion and Management: X
Subjects:
Electricity theft detection
Non-technical losses
SMOTE
BiGRU-BiLSTM
Feature engineering
Feature extraction
Online Access:http://www.sciencedirect.com/science/article/pii/S2590174525000972
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