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Performance analysis of electricity theft detection for the smart grid: An overview
Z Yan, H Wen - IEEE Transactions on Instrumentation and …, 2021 - ieeexplore.ieee.org
Electricity theft has been a growing concern for the smart grid. It can be defined as follows:
illegal customers use energy from electric utilities without a contract or manipulate their …
illegal customers use energy from electric utilities without a contract or manipulate their …
Review of non-technical loss detection methods
GM Messinis, ND Hatziargyriou - Electric Power Systems Research, 2018 - Elsevier
Electricity theft has been a major issue for many years. Distribution System Operators
(DSOs) have been trying to detect electricity theft, however the phenomenon insists, while …
(DSOs) have been trying to detect electricity theft, however the phenomenon insists, while …
[HTML][HTML] Electricity theft detection in smart grid systems: A CNN-LSTM based approach
Among an electricity provider's non-technical losses, electricity theft has the most severe and
dangerous effects. Fraudulent electricity consumption decreases the supply quality …
dangerous effects. Fraudulent electricity consumption decreases the supply quality …
Real-time detection of false data injection attacks in smart grid: A deep learning-based intelligent mechanism
Application of computing and communications intelligence effectively improves the quality of
monitoring and control of smart grids. However, the dependence on information technology …
monitoring and control of smart grids. However, the dependence on information technology …
A novel combined data-driven approach for electricity theft detection
The two-way flow of information and energy is an important feature of the Energy Internet.
Data analytics is a powerful tool in the information flow that aims to solve practical problems …
Data analytics is a powerful tool in the information flow that aims to solve practical problems …
Electricity theft detection in AMI using customers' consumption patterns
P Jokar, N Arianpoo, VCM Leung - IEEE Transactions on Smart …, 2015 - ieeexplore.ieee.org
As one of the key components of the smart grid, advanced metering infrastructure brings
many potential advantages such as load management and demand response. However …
many potential advantages such as load management and demand response. However …
Electricity theft detection base on extreme gradient boosting in AMI
Z Yan, H Wen - IEEE Transactions on Instrumentation and …, 2021 - ieeexplore.ieee.org
Metering data from the advanced metering infrastructure can be used to find abnormal
electricity behavior for the detection of electricity theft, which causes huge financial losses to …
electricity behavior for the detection of electricity theft, which causes huge financial losses to …
Energy theft detection with energy privacy preservation in the smart grid
As a prominent early instance of the Internet of Things in the smart grid, the advanced
metering infrastructure (AMI) provides real-time information from smart meters to both grid …
metering infrastructure (AMI) provides real-time information from smart meters to both grid …
Deep learning detection of electricity theft cyber-attacks in renewable distributed generation
Unlike the existing research that focuses on detecting electricity theft cyber-attacks in the
consumption domain, this paper investigates electricity thefts at the distributed generation …
consumption domain, this paper investigates electricity thefts at the distributed generation …
Survey of security advances in smart grid: A data driven approach
With the integration of advanced computing and communication technologies, smart grid is
considered as the next-generation power system, which promises self healing, resilience …
considered as the next-generation power system, which promises self healing, resilience …