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 …
Solutions for detection of non-technical losses in the electricity grid: A review
This paper is a review of literature with an analysis on a selection of scientific studies for
detection of non-technical losses. Non-technical losses occurring in the electric grid at level …
detection of non-technical losses. Non-technical losses occurring in the electric grid at level …
Electricity theft detection in low-voltage stations based on similarity measure and DT-KSVM
X Kong, X Zhao, C Liu, Q Li, DL Dong, Y Li - International Journal of …, 2021 - Elsevier
The theft of electricity affects power supply quality and safety of grid operation, and non-
technical losses (NTL) have become the major reason of unfair power supply and economic …
technical losses (NTL) have become the major reason of unfair power supply and economic …
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 …
[HTML][HTML] A 3D indicator for guiding AI applications in the energy sector
Abstract The utilisation of Artificial Intelligence (AI) applications in the energy sector is
gaining momentum, with increasingly intensive search for suitable, high-quality and …
gaining momentum, with increasingly intensive search for suitable, high-quality and …
Detection of non-technical losses in power utilities—A comprehensive systematic review
Electricity theft and fraud in energy consumption are two of the major issues for power
distribution companies (PDCs) for many years. PDCs around the world are trying different …
distribution companies (PDCs) for many years. PDCs around the world are trying different …
Clustering-based novelty detection for identification of non-technical losses
The reduction of non-technical losses is a significant part of the total potential benefits
resulting from implementations of the smart grid concept. This paper proposes a data-based …
resulting from implementations of the smart grid concept. This paper proposes a data-based …
Fraud detection in electric power distribution: An approach that maximizes the economic return
The detection of non-technical losses (NTL) is a very important economic issue for power
utilities. Diverse machine learning strategies have been proposed to support electric power …
utilities. Diverse machine learning strategies have been proposed to support electric power …
Non-technical loss identification by using data analytics and customer smart meters
The smart meters installed at the customer premises are one of the main apparatuses
promoting the modernization of the distribution systems. These devices collect a huge …
promoting the modernization of the distribution systems. These devices collect a huge …
Estimation of non-technical loss rates by regions
Identifying vulnerable regions to non-technical losses allows more assertive combat against
them. In this context, this paper presents a spatiotemporal methodology composed of two …
them. In this context, this paper presents a spatiotemporal methodology composed of two …