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Application of the Vortex Search Algorithm to the Phase-Balancing Problem in Distribution Systems

Brandon Cortés-Caicedo, Laura Sofía Avellaneda-Gómez, Oscar Danilo Montoya, Lázaro Alvarado-Barrios, Harold R. Chamorro

2021Energies46 citationsDOIOpen Access PDF

Abstract

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.

Topics & Concepts

MATLABAlgorithmComputationComputer scienceMathematical optimizationNonlinear programmingPower flowElectric power systemNonlinear systemSoftwarePower (physics)MathematicsOperating systemProgramming languagePhysicsQuantum mechanicsOptimal Power Flow DistributionElectric Power System OptimizationMicrogrid Control and Optimization