Related Experiment Video
Updated: Sep 2, 2025

Experimental Investigation of the Hierarchical Control in DC Microgrids Using a Real-time Simulator
Published on: February 14, 2025
Control of Reactive Power with Genetic Algorithm in Electrical Power Systems with Photovoltaic Power Plant
Jaqueline O Rezende1,2, Geraldo C Guimarães1, Paulo H O Rezende1
1Universidade Federal de Uberlândia, Faculdade de Engenharia Elétrica, Av João Naves de Ávila, 2121, 98408-014 Uberlândia, MG, Brazil.
Abstract:
The present paper has as its objective to optimize the reactive power in electric systems that have a photovoltaic power plant connected to it, thus aiming at improving the voltage profile of all system buses, so that they meet the values determined in the standard. For this, it is proposed to accurately determine the ideal amount of reactive power, using the genetic algorithm, in which there is no use of approximate equations, reduction of the active power of the photovoltaic source and, moreover, it allows the regulation of the voltage of all the buses in the system, being able to raise or reduce their voltage level. The proposed methodology is validated through the analysis of the 14-bus electric system from IEEE, into which a photovoltaic power plant was connected. Studies were carried out with six different load scenarios in the literature to observe the performance of the proposed algorithm. Through the analysis of the results, one concludes that the developed genetic algorithm is efficient for determining the reactive power values that result in the reduction or increase of the voltage levels of all buses in the system, allowing them to meet the values determined in the regulatory standards.
More Related Videos
11:53The Modular Design and Production of an Intelligent Robot Based on a Closed-Loop Control Strategy
Published on: October 14, 2017
11:53Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
Related Concept Videos
Control of Power Flow
Fast Decoupled and DC Powerflow
Load-frequency control
The Power Flow Problem and Solution
Generator Voltage Control
Turbine-Governor Control