T Hu, Q Guo, X Shen, H Sun, R Wu… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
As nontechnical losses in power systems have recently become a global concern, electricity fraud detection models attracted increasing academic interest. The wide application of smart …
Electricity fraud as a noteworthy portion of non-technical losses has continuously been a worldwide concern. On the other hand, once a fraud is detected, on-site inspection is …
In the advanced metering infrastructure, smart meters are deployed at the consumers' side to regularly transmit fine-grained electricity consumption readings to the system operator (SO) …
In smart power grids, smart meters (SMs) are deployed at the end side of customers to report fine-grained power consumption readings periodically to the utility for energy management …
MM Badr, MMEA Mahmoud, M Abdulaal… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The smart grid advanced metering infrastructure (AMI) is vulnerable to electricity theft cyber- attacks in which malicious smart meters report low readings to reduce the consumers' bills …
Electricity theft harms smart grids and results in huge revenue losses for electric companies. Deep learning (DL), machine learning (ML), and statistical methods have been used in …
MM Badr, MI Ibrahem, M Baza… - 2021 International …, 2021 - ieeexplore.ieee.org
There are different metering systems adopted in the advanced metering infrastructure (AMI) of the smart grid. Among these systems, the net-metering is a promising system that …
EU Haq, C Pei, R Zhang, H Jianjun, F Ahmad - Energy Reports, 2023 - Elsevier
Electricity theft has a considerable negative effect on energy suppliers and power infrastructure, leading to non-technical losses and business losses. Power quality …
Advanced metering infrastructure (AMI) is the primary step to establish a modern smart grid. AMI enables a flexible two-way communication between smart meters and utility company …