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) …

An extensive overview of islanding detection strategies of active distributed generations in sustainable microgrids

F Mumtaz, K Imran, A Abusorrah, SBA Bukhari - Sustainability, 2023 - mdpi.com
Active distributed generations (ADGs) are more prevalent near consumer premises.
However, the ADG penetration contribute a lot of dynamic changes in power distribution …

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 …

Dimension Reduction Techniques for Machine Learning based AC Microgrid Fault Diagnosis: A Systematic Review

M Zaben, MA Hassan, MY Worku, MA Abido - IEEE Access, 2024 - ieeexplore.ieee.org
The integration of inverter-interfaced sources into microgrids has led to new protection
challenges due to fluctuating fault currents, bidirectional power flow, and low inertia …

AC Microgrid protection based on machine learning and multi-agent systems

M Uzair - 2023 - search.proquest.com
The increasing demand for power, aging distribution systems, and concerns over
greenhouse gas emissions have significantly increased distributed generation (DG) …