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) …

Fault detection, classification, and location by static switch in microgrids using wavelet transform and taguchi-based artificial neural network

YY Hong, MTAM Cabatac - IEEE systems journal, 2019 - ieeexplore.ieee.org
Microgrids, which are small electric power systems, accommodate different distributed
generations and energy storage system. When faults occur outside or inside a microgrid, the …

Machine learning based protection scheme for low voltage AC microgrids

M Uzair, M Eskandari, L Li, J Zhu - Energies, 2022 - mdpi.com
The microgrid (MG) is a popular concept to handle the high penetration of distributed energy
resources, such as renewable and energy storage systems, into electric grids. However, the …

DCVD-VMD enabled traveling wave-based fault location in nonhomogenous AC microgrids

K Jnaneswar, AS Rana, MS Thomas - IEEE Systems Journal, 2022 - ieeexplore.ieee.org
Distributed generation (DG) penetration leads to bi-directional power flow which raised
tangible challenges in front of power system protection engineers to maintain the …

Microcontroller Assist Fault Detection for Microgrids Based on Discrete Wavelet Transform

P Pandey, S Biswas - 2023 5th International Conference on …, 2023 - ieeexplore.ieee.org
Microgrids are small independent network of electricity which has its own sources of power
generation. Microgrids work independently and can also take power from main grid. Most …

Fault detection and classification using wavelet transform and neuro fuzzy system

BK Panigrahi, PK Rout, PK Ray… - … Conference on Current …, 2018 - ieeexplore.ieee.org
It is imperative to detect the fault disturbances as soon as possible to improve the
performance of micro grid. Taking the above issue into consideration a novel technique for …

Contingency analysis of low voltage DC microgrid

A Bhuyan, BK Panigrahi, S Pati… - … on Electronics and …, 2020 - ieeexplore.ieee.org
Microgrid concept has been widely accepted in the field of electrical engineering with the
rapid evolution of electricity consumption. Microgrids are an alternative option within a …

Faults classification in a microgrid using decision tree technique and support vector machine

B Parija, R Pattanayak… - 2018 Second International …, 2018 - ieeexplore.ieee.org
Introduction of distributed generators into the conventional power grid results, complexity in
operation and control problem along with creating a challenge in identification of fault …

Transmission line fault detection in presence of wind turbine using wavelet transform

A Sabat, SK Gouda, BK Panigrahi… - 2018 International …, 2018 - ieeexplore.ieee.org
For a reliable power system operation, protection is an important aspect. This is very critical
present day issue. The fault occurs in Transmission line, Bus bars, Generators and …

Location of Fault in a Transmission Line Using Travelling Wave

BK Panigrahi, RP Nanda, R Singh, PK Rout - Soft Computing Systems …, 2018 - Springer
The Power system is mostly affected by the faults in the transmission line. Now a day it is
very necessary to locate and detect the faults quickly in order to get better performance. The …