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[HTML][HTML] A systematic review of machine learning techniques related to local energy communities
A Hernandez-Matheus, M Löschenbrand, K Berg… - … and Sustainable Energy …, 2022 - Elsevier
In recent years, digitalisation has rendered machine learning a key tool for improving
processes in several sectors, as in the case of electrical power systems. Machine learning …
processes in several sectors, as in the case of electrical power systems. Machine learning …
Machine learning applications in power system fault diagnosis: Research advancements and perspectives
R Vaish, UD Dwivedi, S Tewari, SM Tripathi - Engineering Applications of …, 2021 - Elsevier
Newer generation sources and loads are posing new challenges to the conventional power
system protection schemes. Adaptive and intelligent protection methodology, based on …
system protection schemes. Adaptive and intelligent protection methodology, based on …
Challenges, advances and future trends in AC microgrid protection: With a focus on intelligent learning methods
M Uzair, L Li, M Eskandari, J Hossain, JG Zhu - … and Sustainable Energy …, 2023 - Elsevier
Increasing power demand, aging distribution systems and concerns towards greenhouse
gas emissions have resulted in the increased occurrence of distributed generation (DG) …
gas emissions have resulted in the increased occurrence of distributed generation (DG) …
LSTM recurrent neural network classifier for high impedance fault detection in solar PV integrated power system
V Veerasamy, NIA Wahab, ML Othman… - IEEE …, 2021 - ieeexplore.ieee.org
This paper presents the detection of High Impedance Fault (HIF) in solar Photovoltaic (PV)
integrated power system using recurrent neural network-based Long Short-Term Memory …
integrated power system using recurrent neural network-based Long Short-Term Memory …
Comparative framework for AC-microgrid protection schemes: challenges, solutions, real applications, and future trends
AN Sheta, GM Abdulsalam… - Protection and control …, 2023 - ieeexplore.ieee.org
With the rapid development of electrical power systems in recent years, microgrids (MGs)
have become increasingly prevalent. MGs improve network efficiency and reduce operating …
have become increasingly prevalent. MGs improve network efficiency and reduce operating …
AC microgrid protection–A review: Current and future prospective
Microgrid is an important component of the evolving smart-grid. It has the ability to increase
reliability, decrease costs, and enlarge penetration rates for distribution generation systems …
reliability, decrease costs, and enlarge penetration rates for distribution generation systems …
[HTML][HTML] Powering up microgrids: A comprehensive review of innovative and intelligent protection approaches for enhanced reliability
F Alasali, SM Saad, AS Saidi, A Itradat, W Holderbaum… - Energy Reports, 2023 - Elsevier
Microgrid protection schemes play a vital role in ensuring the reliability and efficiency of
power distribution in urban and rural areas, especially as renewable distributed energy …
power distribution in urban and rural areas, especially as renewable distributed energy …
Fault classification in power system distribution network integrated with distributed generators using CNN
Fault detection is the critical stage of the relaying system and their successful completion in
minimum time is expected for fault clearance. With the increasing usage of distributed …
minimum time is expected for fault clearance. With the increasing usage of distributed …
Support vector machine-based islanding and grid fault detection in active distribution networks
HR Baghaee, D Mlakić, S Nikolovski… - IEEE Journal of …, 2019 - ieeexplore.ieee.org
Many techniques used and still in usage for solving the problem of islanding detection are
intrinsically passive, active, or hybrid of both. Each one of them has its own benefits and …
intrinsically passive, active, or hybrid of both. Each one of them has its own benefits and …
Fault management in DC microgrids: A review of challenges, countermeasures, and future research trends
The significant benefits of DC microgrids have instigated extensive efforts to be an
alternative network as compared to conventional AC power networks. Although their …
alternative network as compared to conventional AC power networks. Although their …