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 …
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 …
A review of distribution network applications based on smart meter data analytics
CL Athanasiadis, TA Papadopoulos… - … and Sustainable Energy …, 2024 - Elsevier
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 …
Towards efficient energy utilization using big data analytics in smart cities for electricity theft detection
In energy sectors, power utilities face financial losses due to Electricity Theft (ET). It happens
when electricity is consumed without billing. Several methods are developed to detect ET …
when electricity is consumed without billing. Several methods are developed to detect ET …
Smart meter data analytics applications for secure, reliable and robust grid system: Survey and future directions
The new power sector scenario has focused on integrating renewable energy sources into
the grid and achieving trustworthy consumer-utility-stakeholder relationships using smart …
the grid and achieving trustworthy consumer-utility-stakeholder relationships using smart …
Applications of artificial intelligence in distribution power system operation
Due to the energy transition and the distribution of electricity generation, distribution power
systems gain a lot of attention as their importance increases and new challenges in …
systems gain a lot of attention as their importance increases and new challenges in …
Methods, data sources and applications of the artificial intelligence in the energy poverty context: a review
A Lopez-Vargas, A Ledezma-Espino… - Energy and …, 2022 - Elsevier
Energy Poverty (EP) is a widespread problem in Europe. EP detection is hampered by a lack
of data and global metrics. Recently, innovative approaches using Artificial Intelligent (AI) …
of data and global metrics. Recently, innovative approaches using Artificial Intelligent (AI) …
Review on Causes of Power Outages and Their Occurrence: Mitigation Strategies
HM Salman, J Pasupuleti, AH Sabry - Sustainability, 2023 - mdpi.com
For power plant networks in developing countries like Iraq, balancing electricity demand and
generation continues to be a major challenge. Energy management (EM) in either demand …
generation continues to be a major challenge. Energy management (EM) in either demand …
A Hybrid Deep Neural Network for Electricity Theft Detection Using Intelligent Antenna‐Based Smart Meters
This paper presents a hybrid model, named as hybrid deep neural network, which combines
convolutional neural network, particle swarm optimization, and gated recurrent unit, termed …
convolutional neural network, particle swarm optimization, and gated recurrent unit, termed …
Explainable artificial intelligence for prediction of non-technical losses in electricity distribution networks
There is a growing concern about the high degree of non-technical losses (NTL) in
developing countries especially sub-saharan Africa. Whereas several studies have …
developing countries especially sub-saharan Africa. Whereas several studies have …