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Performance analysis of electricity theft detection for the smart grid: An overview
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 …
A review of distribution network applications based on smart meter data analytics
The large-scale roll-out of smart meters allows the collection of a vast amount of fine-grained
electricity consumption data. Once analyzed, such data can enable cutting-edge data-driven …
electricity consumption data. Once analyzed, such data can enable cutting-edge data-driven …
Non-technical losses: A systematic contemporary article review
Non-technical losses refer to all electricity consumption not billed and represent a significant
problem that has consequences to all sectors and a substantial negative impact on some …
problem that has consequences to all sectors and a substantial negative impact on some …
Review of non-technical loss detection methods
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 …
Load flow balancing in super smart grids: A review of technical challenges, possible solutions and future trends from European prospective
Policies aim to increase the penetration of renewable energy resources (RERs) to minimize
the dependence on fossil fuels, have compelled different countries to devise their diverse …
the dependence on fossil fuels, have compelled different countries to devise their diverse …
A combined genetic optimization with AdaBoost ensemble model for anomaly detection in buildings electricity consumption
Z Qu, H Liu, Z Wang, J Xu, P Zhang, H Zeng - Energy and Buildings, 2021 - Elsevier
Buildings account for a significant portion of the world's electricity consumption, including
industrial, commercial, residential, hospital buildings, etc. During building operation …
industrial, commercial, residential, hospital buildings, etc. During building operation …
Load forecasting through estimated parametrized based fuzzy inference system in smart grids
For optimal utilization of power generation resources, load forecasting plays a vital role in
balancing the load flow in a power distribution network. There are several drawbacks …
balancing the load flow in a power distribution network. There are several drawbacks …
PPETD: Privacy-preserving electricity theft detection scheme with load monitoring and billing for AMI networks
In advanced metering infrastructure (AMI) networks, smart meters installed at the consumer
side should report fine-grained power consumption readings (every few minutes) to the …
side should report fine-grained power consumption readings (every few minutes) to the …
A hybrid method for non-technical loss detection in smart distribution grids
Non technical losses (NTLs) are a major problem faced by DSOs all over the world.
Traditional meter inspection techniques are not effective in detecting NTL, while the wide …
Traditional meter inspection techniques are not effective in detecting NTL, while the wide …
A physically inspired data-driven model for electricity theft detection with smart meter data
Electricity theft is the third largest form of theft in the United States. It not only leads to
significant revenue losses, but also creates the risk of fires and fatal electrical shocks. In the …
significant revenue losses, but also creates the risk of fires and fatal electrical shocks. In the …