SVC Reactive Power Management Using Genetic Algorithms

This paper introduces genetic algorithm-based generalized optimization as a solution to determine optimal distributed generator locations within the 10-bus network with reactive power capabilities.The improvement of both voltage stability and profile depends greatly on reactive power management.The evolutionary genetic algorithm solved the necessary reactive power planning in this research by selecting the best individuals from parent to offspring generations based on biological metaphors.The genetic algorithm adopts chromosomes exclusively so it avoids needing any initial system knowledge to begin its search process while fulfilling the determined objective functions and relevant constraints.The stabilization of system voltage requires 325.7821MVAR reactive power injected by the Static Var Compensator (SVC) as per this research analysis.

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Publication Details

Journal
Journal of Engineering Technology and Sciences
Published
2025-04-30
DOI
https://doi.org/10.63590/jets.2025.v02.i06.pp08-11
Primary Topic
Microgrid Control and Optimization
Type
article
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article

SVC Reactive Power Management Using Genetic Algorithms

Prem Venugopal
Journal of Engineering Technology and Sciences
Microgrid Control and Optimization
article

SVC Reactive Power Management Using Genetic Algorithms

Prem Venugopal
article en

Abstract

This paper introduces genetic algorithm-based generalized optimization as a solution to determine optimal distributed generator locations within the 10-bus network with reactive power capabilities.The improvement of both voltage stability and profile depends greatly on reactive power management.The evolutionary genetic algorithm solved the necessary reactive power planning in this research by selecting the best individuals from parent to offspring generations based on biological metaphors.The genetic algorithm adopts chromosomes exclusively so it avoids needing any initial system knowledge to begin its search process while fulfilling the determined objective functions and relevant constraints.The stabilization of system voltage requires 325.7821MVAR reactive power injected by the Static Var Compensator (SVC) as per this research analysis.

Journal of Engineering Technology and SciencesVol. 2(6)
Affordable and clean energy
Openalex Percentile: Top 90%
Microgrid Control and Optimization
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