Review of distributed generator integrated AC microgrid protection: issues, strategies, and future trends

S Sarangi, BK Sahu, PK Rout - International Journal of Energy …, 2021 - Wiley Online Library
In the recent power system scenario, the concept of microgrid is evolving rapidly. The
architecture should be robust enough to cater the complexity of integration of distributed …

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 …

A KNN based random subspace ensemble classifier for detection and discrimination of high impedance fault in PV integrated power network

KSV Swarna, A Vinayagam, MBJ Ananth, PV Kumar… - Measurement, 2022 - Elsevier
This paper proposes an ensemble Random Subspace (RS) classifier for discrimination of
High Impedance Fault (HIF) in photovoltaic connected power network. The design and …

High impedance fault detection based on harmonic energy variation via S-transform

GN Lopes, TS Menezes, GG Santos… - International Journal of …, 2022 - Elsevier
Abstract Successfully detecting High Impedance Faults (HIFs) is a challenge for distribution
systems' protection specialists due to the random behavior and low magnitude of the fault …

Optimal design of power system stabilizer for multimachine power system using farmland fertility algorithm

A Sabo, NI Abdul Wahab, ML Othman… - … on Electrical Energy …, 2020 - Wiley Online Library
Optimal design of interconnected multimachine power system with power system stabilizers
(PSSs) enduring critical conditions is a challenging assignment due to several nonlinear …

A stacking ensemble classification model for detection and classification of power quality disturbances in PV integrated power network

P Radhakrishnan, K Ramaiyan, A Vinayagam… - Measurement, 2021 - Elsevier
This paper proposes a stacking ensemble classification model to classify the different Power
Quality Disturbances (PQDs) in Photovoltaic (PV) integrated power network. For this study …

An ensemble approach of classification model for detection and classification of power quality disturbances in PV integrated microgrid network

A Vinayagam, V Veerasamy, P Radhakrishnan… - Applied soft …, 2021 - Elsevier
In this study, different Power Quality Disturbances (PQDs) in Photovoltaic (PV) integrated
Microgrid (MG) network have been detected and classified using a voting method of …

[HTML][HTML] High impedance fault detection method in distribution network based on improved Emanuel model and DenseNet

H Bai, B Tang, T Cheng, H Liu - Energy Reports, 2022 - Elsevier
The paper proposes a high impedance fault (HIF) detection method in distribution network
based on improved Emanuel and DenseNet. Firstly, the improved Emanuel model is …

A resilient protection scheme for common shunt fault and high impedance fault in distribution lines using wavelet transform

M Bhatnagar, A Yadav, A Swetapadma - IEEE Systems Journal, 2022 - ieeexplore.ieee.org
Distribution networks are most prone to high impedance faults (HIFs). These types of faults
occur whenever an energized conductor makes a contact with some surfaces that are poor …

A protection scheme based on conditional generative adversarial network and convolutional classifier for high impedance fault detection in distribution networks

A Mohammadi, M Jannati, M Shams - Electric Power Systems Research, 2022 - Elsevier
Low level current and similarity of High Impedance Faults (HIF) in respect of characteristics
to other transient events have posed a critical challenge to the protection of distribution …