Microgrid protection challenges and mitigation approaches–A comprehensive review

MW Altaf, MT Arif, SN Islam, ME Haque - IEEE Access, 2022 - ieeexplore.ieee.org
Microgrids gain popularity due to their economical and environmental benefits along with
low power losses and smaller infrastructure. However, it has several operational challenges …

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) …

Intelligent fault detection scheme for microgrids with wavelet-based deep neural networks

JQ James, Y Hou, AYS Lam… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Fault detection is essential in microgrid control and operation, as it enables the system to
perform fast fault isolation and recovery. The adoption of inverter-interfaced distributed …

A combined wavelet and data-mining based intelligent protection scheme for microgrid

DP Mishra, SR Samantaray… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper presents an intelligent protection scheme for microgrid using combined wavelet
transform and decision tree. The process starts at retrieving current signals at the relaying …

Protection of AC microgrid integrated with renewable energy sources–A research review and future trends

A Chandra, GK Singh, V Pant - Electric Power Systems Research, 2021 - Elsevier
The addition of distributed generation to a power system improves its performance. It makes
it more sustainable and efficient. But it also poses substantial challenges for designing a …

Wavelet-multi resolution analysis based ANN architecture for fault detection and localization in DC microgrids

D Jayamaha, NWA Lidula, AD Rajapakse - IEEE Access, 2019 - ieeexplore.ieee.org
DC microgrids present an effective power system solution for increased integration of
renewable sources while providing clear benefits, such as high efficiency and simpler …

Machine learning methods for fault diagnosis in ac microgrids: A systematic review

MM Zaben, MY Worku, MA Hassan, MA Abido - IEEE access, 2024 - ieeexplore.ieee.org
AC microgrids are becoming increasingly important for providing reliable and sustainable
power to communities. However, the evolution of distribution systems into microgrids has …

Smart inverters for microgrid applications: A review

B Arbab-Zavar, EJ Palacios-Garcia, JC Vasquez… - Energies, 2019 - mdpi.com
In a microgrid, with several distributed generators (DGs), energy storage units and loads,
one of the most important considerations is the control of power converters. These …

Fault detection and protection strategy for islanded inverter-based microgrids

SF Zarei, H Mokhtari, F Blaabjerg - IEEE Journal of Emerging …, 2019 - ieeexplore.ieee.org
This article proposes a fault detection and protection strategy for islanded inverter-based
microgrids (IBMGs). Reliable and accurate protection is one of the main challenges in the …

A new approach for fault classification in microgrids using optimal wavelet functions matching pursuit

TS Abdelgayed, WG Morsi… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper introduces a new approach that uses a combination of wavelet functions and
machine learning for fault classification in microgrids (MGs). Particle swarm optimization is …