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 …
The challenge of non-technical loss detection using artificial intelligence: A survey
Detection of non-technical losses (NTL) which include electricity theft, faulty meters or billing
errors has attracted increasing attention from researchers in electrical engineering and …
errors has attracted increasing attention from researchers in electrical engineering and …
Detection of energy theft and defective smart meters in smart grids using linear regression
The utility providers are estimated to lose billions of dollars annually due to energy theft.
Although the implementation of smart grids offers technical and social advantages, the smart …
Although the implementation of smart grids offers technical and social advantages, the smart …
NTL detection in electric distribution systems using the maximal overlap discrete wavelet-packet transform and random undersampling boosting
The illegal use of electricity, defective meters, and a malfunctioning infrastructure are major
causes of Non-technical losses (NTLs) in electric distribution systems. Although the use of …
causes of Non-technical losses (NTLs) in electric distribution systems. Although the use of …
Non-technical losses in power system: A review
A Chauhan, S Rajvanshi - 2013 International Conference on …, 2013 - ieeexplore.ieee.org
Utilities experience significant revenue fatalities due to Non-Technical Losses (NTLs). These
losses are principally caused by fraud activities deliberately performed by the consumers …
losses are principally caused by fraud activities deliberately performed by the consumers …
AI Techniques in Detection of NTLs: A Comprehensive Review
In the operation of power grid, worldwide, non-technical losses (NTLs) occur in a massive
amount of proportion which is observed up to 40% of the total electric transmission and …
amount of proportion which is observed up to 40% of the total electric transmission and …
Energy theft detection in smart grids: Taxonomy, comparative analysis, challenges, and future research directions
Electricity theft is one of the major issues in develo** countries which is affecting their
economy badly. Especially with the introduction of emerging technologies, this issue …
economy badly. Especially with the introduction of emerging technologies, this issue …
Big data-driven detection of false data injection attacks in smart meters
Today's energy resources are closer to consumers thanks to sustainable energy and
advanced metering infrastructure (AMI), such as smart meters. Smart meters are controlled …
advanced metering infrastructure (AMI), such as smart meters. Smart meters are controlled …
Review of electrical energy losses in Nigeria
OM Komolafe, KM Udofia - Nigerian Journal of Technology, 2020 - ajol.info
The Nigerian electric power sector holds a lot of unfulfilled potentials for the economic
development of Africa's most populous country; the electric energy generated is not up to …
development of Africa's most populous country; the electric energy generated is not up to …
Detection of non-technical losses in smart meter data based on load curve profiling and time series analysis
The advent and progressive deployment of the so-called Smart Grid has unleashed a
profitable portfolio of new possibilities for an efficient management of the low-voltage …
profitable portfolio of new possibilities for an efficient management of the low-voltage …