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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
Energy-theft detection issues for advanced metering infrastructure in smart grid
With the proliferation of smart grid research, the Advanced Metering Infrastructure (AMI) has
become the first ubiquitous and fixed computing platform. However, due to the unique …
become the first ubiquitous and fixed computing platform. However, due to the unique …