A review on application of artificial intelligence techniques in microgrids

E Mohammadi, M Alizadeh… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
A microgrid can be formed by the integration of different components such as loads,
renewable/conventional units, and energy storage systems in a local area. Microgrids with …

A survey on adaptive protection of microgrids and distribution systems with distributed generators

PHA Barra, DV Coury, RAS Fernandes - Renewable and Sustainable …, 2020 - Elsevier
Microgrids have emerged as a prospective framework that integrates renewable energy
sources, energy storage systems, and loads. They can be addressed as a local distribution …

A comprehensive review on protection strategies to mitigate the impact of renewable energy sources on interconnected distribution networks

M Usama, H Mokhlis, M Moghavvemi, NN Mansor… - IEEE …, 2021 - ieeexplore.ieee.org
Technology advancement in the last few decades allows large penetration of renewable
energy resources in the distribution network (DN). The integration of such resources has …

Adaptive protection scheme for FREEDM microgrid based on convolutional neural network and gorilla troops optimization technique

AY Hatata, MA Essa, BE Sedhom - IEEE Access, 2022 - ieeexplore.ieee.org
Microgrids (MGs) suffer from unpredictable faults on the feeders for various random reasons.
These faults could obstruct the stability of the MG operation and damage the components …

A critical review of Microgrid adaptive protection techniques with distributed generation

G Kaur, A Prakash, KU Rao - Renewable Energy Focus, 2021 - Elsevier
Highlights•The MG along with its benefits also causes various problems and challenges due
to the DG interconnection.•Out of the reviewed papers the Adaptive protection is emerging …

Recent trends and developments in protection systems for microgrids incorporating distributed generation

S Ashraf, O Hasan, I Evkay… - Wiley …, 2024 - Wiley Online Library
Microgrids are integral to power grids; they enhance grid reliability by integrating distributed
generators (DGs) to fulfill the local load requirements, lowering energy generation costs, and …

A multiagent deep deterministic policy gradient-based distributed protection method for distribution network

P Zeng, S Cui, C Song, Z Wang, G Li - Neural Computing and Applications, 2023 - Springer
Relay protection system plays an important role in the safe and stable operation of
distribution network (DN), and the traditional model-based relay protection algorithms are …

Exploring the Intersection of Artificial Intelligence and Microgrids in Developing Economies: A Review of Practical Applications

W Bodewes, J de Hoog, EL Ratnam… - Current Sustainable …, 2024 - Springer
Abstract Purpose of Review This paper reviews practical challenges for microgrid
electrification projects in low-and middle-income economies, proposing a Social-Technical …

Optimal adaptive protection using setting groups allocation based on impedance matrix

A Abbasi, HK Karegar… - 2020 14th International …, 2019 - ieeexplore.ieee.org
In this paper, an offline adaptive protection coordination based on Setting Groups (SGs) is
proposed to consider the uncertainties in distribution networks. Distributed Generations …

Advanced Control Functionalities of Smart Grids from Communication and Computational Perspectives

A Paspatis, E Pompodakis, I Katsigiannis… - Smart Grid 3.0 …, 2023 - Springer
Smart grids encompass advanced control functionalities, aiming to accommodate large
shares of renewable energy resources in the power system. The latter is critical for reducing …