A comprehensive review of intelligent islanding schemes and feature selection techniques for distributed generation system

A Hussain, CH Kim, A Mehdi - IEEE Access, 2021 - ieeexplore.ieee.org
Detection of unintentional islanding, defined as inadvertently separation of distributed
generators (DGs) from the utility grid, is a major challenging issue for modern distribution …

Deep learning for variable renewable energy: a systematic review

J Klaiber, C Van Dinther - ACM Computing Surveys, 2023 - dl.acm.org
In recent years, both fields, AI and VRE, have received increasing attention in scientific
research. Thus, this article's purpose is to investigate the potential of DL-based applications …

Islanding detection in microgrid using deep learning based on 1D CNN and CNN-LSTM networks

AK Ozcanli, M Baysal - Sustainable Energy, Grids and Networks, 2022 - Elsevier
Islanding detection is a critical task due to safety hazards and technical issues for the
operation of microgrids. Deep learning (DL) has been applied for islanding detection and …

A comprehensive review of islanding detection methods

BK Chaitanya, A Yadav, M Pazoki… - Uncertainties in modern …, 2021 - Elsevier
With the integration of renewable energy resources into a distribution network, the power
system is witnessing a drastic transformation. In comparison with conventional resources …

An intelligent islanding detection of distribution networks with synchronous machine DG using ensemble learning and canonical methods

A Hussain, CH Kim, S Admasie - IET Generation, Transmission …, 2021 - Wiley Online Library
One of the crucial challenges of the distribution network is the unintentionally isolated
section of electricity from the power network, called unintentional islanding. Unintentional …

Reliable islanding detection scheme for distributed generation based on pattern-recognition

BK Chaitanya, A Yadav… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
This article presents a reliable islanding detection scheme for distributed generation (DG) to
minimize the nondetection zone using a pattern-recognition method. A hybrid time …

Islanding detection method based on image classification technique using histogram of oriented gradient features

SKG Manikonda, DN Gaonkar - IET Generation, Transmission …, 2020 - Wiley Online Library
A new islanding detection method based on image classification with support vector
machine is proposed in this study. Histogram of oriented gradient features is extracted from …

An intelligent deep convolutional neural networks-based islanding detection for multi-DG systems

A Hussain, CH Kim, MS Jabbar - IEEE Access, 2022 - ieeexplore.ieee.org
Unintentional islanding is a problem in electrical distribution networks; it happens when the
central utility is unintentionally separated from the rest of the distributed power system. The …

Preserving microgrid sustainability through robust islanding detection scheme ensuring cyber-situational awareness

M Tajdinian, M Mohammadpourfard, Y Weng… - Sustainable Cities and …, 2023 - Elsevier
Along with the numerous environmental and operational benefits of renewable energy
sources (RESs) integration into modern distribution networks, maintaining system security in …

Energy metaverse: the conceptual framework with a review of the state-of-the-art methods and technologies

Z Ma - Energy Informatics, 2023 - Springer
The transition to green energy systems is vital for addressing climate change, with a focus
on renewable sources like wind and solar. This change requires substantial investment …