Microgrid protection challenges and mitigation approaches–A comprehensive review
Microgrids gain popularity due to their economical and environmental benefits along with
low power losses and smaller infrastructure. However, it has several operational challenges …
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
Increasing power demand, aging distribution systems and concerns towards greenhouse
gas emissions have resulted in the increased occurrence of distributed generation (DG) …
gas emissions have resulted in the increased occurrence of distributed generation (DG) …
Intelligent fault detection scheme for microgrids with wavelet-based deep neural networks
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 …
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 …
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
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 …
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
DC microgrids present an effective power system solution for increased integration of
renewable sources while providing clear benefits, such as high efficiency and simpler …
renewable sources while providing clear benefits, such as high efficiency and simpler …
Machine learning methods for fault diagnosis in ac microgrids: A systematic review
AC microgrids are becoming increasingly important for providing reliable and sustainable
power to communities. However, the evolution of distribution systems into microgrids has …
power to communities. However, the evolution of distribution systems into microgrids has …
Smart inverters for microgrid applications: A review
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 …
one of the most important considerations is the control of power converters. These …
Fault detection and protection strategy for islanded inverter-based microgrids
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 …
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
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 …
machine learning for fault classification in microgrids (MGs). Particle swarm optimization is …