Optimal operation of batteries in the presence of load and generation uncertainties

Authors

  • Hernane G. C. Júnior Programa de Pós-Graduação em Engenharia Elétrica (PPGEL)
  • Raphael P. B. Poubel Programa de Pós-Graduação em Engenharia Elétrica (PPGEL)
  • Márcio M. Afonso Programa de Pós-Graduação em Engenharia Elétrica (PPGEL)
  • Lucas E. A. C. Santos Programa de Pós-Graduação em Engenharia Elétrica (PPGEL)
  • Wesley Peres Departamento de Engenharia Elétrica, Universidade Federal de São João del-Rei

Keywords:

Grey Wolf optimization, Load and generation uncertainty, Optimal operation, Distribution network, Two Point Estimate Method

Abstract

This work introduces an innovative methodology for optimizing battery operation aimed at reducing energy losses over a 24-hour period. By employing the Grey Wolf optimization technique, a model has been developed to achieve optimal battery operation under varying conditions of load and energy generation. Additionally, load and generation uncertainty have been incorporated using the Two Point Estimate Method, aimed at reducing computational time and making the analysis feasible. The results demonstrate that this approach enhances battery operation efficiency, even in uncertain scenarios.

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Published

2024-10-18

Issue

Vol. 4 No. 1 (2024): CBA2024

Section

Articles