Application of the vortex search algorithm to the phase-balancing problem in distribution systems

This article discusses the problem of minimizing power loss in unbalanced distribution systems through phase-balancing. This problem is represented by a mixed-integer nonlinear-programming mathematical model, which is solved by applying a discretely encoded Vortex Search Algorithm (DVSA). The numeri...

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Autores:
Tipo de recurso:
Trabajo de grado de pregrado
Fecha de publicación:
2021
Institución:
Universidad Distrital Francisco José de Caldas
Repositorio:
RIUD: repositorio U. Distrital
Idioma:
spa
OAI Identifier:
oai:repository.udistrital.edu.co:11349/29289
Acceso en línea:
http://hdl.handle.net/11349/29289
Palabra clave:
Load connection
Phase-balancing
Power loss
Three-phase power flow
Unbalanced distribution systems
Vortex search algorithm
Ingeniería Eléctrica - Tesis y disertaciones académicas
Energía eléctrica
Esfuerzos y deformaciones
Algoritmos (Computadores)
Matlab (Programa para computador)
Load connection
Phase-balancing
Power loss
Three-phase power flow
Unbalanced distribution systems
Vortex search algorithm
Rights
License
Atribución-NoComercial-SinDerivadas 2.5 Colombia
Description
Summary:This article discusses the problem of minimizing power loss in unbalanced distribution systems through phase-balancing. This problem is represented by a mixed-integer nonlinear-programming mathematical model, which is solved by applying a discretely encoded Vortex Search Algorithm (DVSA). The numerical results of simulations performed in IEEE 8-, 25-, and 37-node test systems demonstrate the applicability of the proposed methodology when compared with the classical Cuh & Beasley genetic algorithm. In addition, the computation times required by the algorithm to find the optimal solution are in the order of seconds, which makes the proposed DVSA a robust, reliable, and efficient tool. All computational implementations have been developed in the MATLAB® programming environment, and all the results have been evaluated in DigSILENT© software to verify the effectiveness and the proposed three-phase unbalanced power-flow method.