Application of signal processing techniques for islanding detection of distributed generation in distribution network: A review

S Raza, H Mokhlis, H Arof, JA Laghari… - Energy Conversion and …, 2015 - Elsevier
High penetration of distributed generation resources (DGR) in distribution network provides
many benefits in terms of high power quality, efficiency, and low carbon emissions in power …

Faster detection of microgrid islanding events using an adaptive ensemble classifier

A Khamis, Y Xu, ZY Dong… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
A novel scheme for fast detection of islanding events in a microgrid is proposed in this
paper. The scheme consists of a passive islanding detection process using an adaptive …

Islanding detection in a distributed generation integrated power system using phase space technique and probabilistic neural network

A Khamis, H Shareef, A Mohamed, E Bizkevelci - Neurocomputing, 2015 - Elsevier
The high penetration level of distributed generation (DG) provides numerous potential
environmental benefits, such as high reliability, efficiency, and low carbon emissions …

Machine learning for protection of distribution networks and power electronics-interfaced systems

F Aminifar, S Teimourzadeh, A Shahsavari… - The Electricity …, 2021 - Elsevier
Distribution network protection is becoming more sophisticated in the wake of ever-changing
landscape of power systems driven by the vast renewable energy integration mostly sited …

Islanding detection and load shedding scheme for radial distribution systems integrated with dispersed generations

A Khamis, H Shareef… - … Transmission & Distribution, 2015 - Wiley Online Library
This study presents a novel islanding detection and optimal load shedding scheme for radial
distribution systems integrated with dispersed generation (DG). A simple and effective …

Hardware implementation and real-time evaluation of an ANN-based algorithm for anti-islanding protection of distributed generators

NB Hartmann, RC dos Santos, AP Grilo… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Recently, it has been verified by simulation results that the ability of recognizing and
classifying patterns by artificial neural network can be successfully used for anti-islanding …

Islanding detection in distributed generation using unsupervised learning techniques

BM Biaz, VH Ferreira, MZ Fortes… - IEEE Latin America …, 2018 - ieeexplore.ieee.org
The main of this study is to analyze recent detection methodologies of unintentional
islanding in distributed generators of electric energy. This research focus the use of …

[PDF][PDF] Comparative Study in Determining Features Extraction for Islanding Detection using Data Mining Technique: Correlation and Coefficient Analysis.

A Khamis, Y Xu, A Mohamed - … of Electrical & …, 2017 - download.garuda.kemdikbud.go.id
ABSTRACT A comprehensive comparison study on the data mining based approaches for
detecting islanding events in a power distribution system with inverter-based distributed …

Advanced Three-Phase Instantaneous Power Theory Feature Extraction for Microgrid Islanding and Synchronized Measurements

F Harirchi, R Hadidi, M Babakmehr… - … Conference on Smart …, 2019 - ieeexplore.ieee.org
Real-time fault detection and classification of electrical measurements is a monitoring
challenge in power systems because fault identification plays a vital role in the automatic …

Permutation Entropy Thresholding: A Non-Linear Signal Processing Method for Islanding Detection

SR Thomas, B M. Krishna, U Nair - IETE Journal of Research, 2023 - Taylor & Francis
ABSTRACT A novel passive method based on Permutation Entropy (PE) is proposed for
fast, efficient, and differential detection of islanding from other disturbance events in power …