An overview of artificial intelligence applications for power electronics

S Zhao, F Blaabjerg, H Wang - IEEE Transactions on Power …, 2020 - ieeexplore.ieee.org
This article gives an overview of the artificial intelligence (AI) applications for power
electronic systems. The three distinctive life-cycle phases, design, control, and maintenance …

Optimization in microgrids with hybrid energy systems–A review

AH Fathima, K Palanisamy - Renewable and Sustainable Energy Reviews, 2015 - Elsevier
Fast depleting fossil fuels and the growing awareness for environmental protection have led
us to the energy crisis. Hence, efforts are being made by researchers to investigate new …

Comprehensive review on control schemes and stability investigation of hybrid AC-DC microgrid

D Jain, D Saxena - Electric Power Systems Research, 2023 - Elsevier
The utility grid integration of distributed generation units is seen as one of the most
accomplished through the use of microgrid. Control methods and stability analyses in the …

AC and DC technology in microgrids: A review

E Planas, J Andreu, JI Gárate, IM De Alegría… - … and Sustainable Energy …, 2015 - Elsevier
Microgrids are a suitable, reliable and clean solution to integrate distributed generation into
the mains grid. Microgrids can present both AC and DC distribution lines. The type of …

An improved particle swarm optimization (PSO)–based MPPT for PV with reduced steady-state oscillation

K Ishaque, Z Salam, M Amjad… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
This paper proposes an improved maximum power point tracking (MPPT) method for the
photovoltaic (PV) system using a modified particle swarm optimization (PSO) algorithm. The …

Analysis and optimization of droop controller for microgrid system based on small-signal dynamic model

K Yu, Q Ai, S Wang, J Ni, T Lv - IEEE Transactions on Smart …, 2015 - ieeexplore.ieee.org
Droop control strategy enables the microgrid switch between grid-connected and islanded
mode flexibly, and easily realizes the “plug and play” function of distributed generation and …

Scheduling controller for microgrids energy management system using optimization algorithm in achieving cost saving and emission reduction

MF Roslan, MA Hannan, PJ Ker, RA Begum… - Applied Energy, 2021 - Elsevier
This study deals with the development of an optimal power scheduling controller for energy
management of distributed energy resources in the microgrid system. The developed …

Modeling and control of microgrid: An overview

MS Mahmoud, SA Hussain, MA Abido - Journal of the Franklin Institute, 2014 - Elsevier
A microgrid (MG) is a building block of future smart grid, it can be defined as a network of low
voltage power generating units, storage devices and loads. System of systems (SoS) is …

Experimental validation of a real-time energy management system using multi-period gravitational search algorithm for microgrids in islanded mode

M Marzband, M Ghadimi, A Sumper… - Applied energy, 2014 - Elsevier
Both performance optimization and scheduling of the distributed generation (DG) are
relevant implementing an energy management system (EMS) within Microgrid (MG) …

An Accurate Small-Signal Model of Inverter- Dominated Islanded Microgrids Using Reference Frame

M Rasheduzzaman, JA Mueller… - IEEE Journal of …, 2014 - ieeexplore.ieee.org
In the islanded mode operation of a microgrid, a part of the distributed network becomes
electrically separated from the main grid, while loads are supported by local sources. Such …