Distribution Network Reconfiguration Using Iterative Branch Exchange and Clustering Technique

Ezequiel C. Pereira (), Carlos H. N. R. Barbosa and João A. Vasconcelos
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Ezequiel C. Pereira: CEMIG Distribuição S.A. 1200, Barbacena Avenue, Belo Horizonte 30190-131, MG, Brazil
Carlos H. N. R. Barbosa: DEELT/UFOP, Federal University of Ouro Preto, Ouro Preto 35400-000, MG, Brazil
João A. Vasconcelos: PPGEE/DEE/UFMG, Federal University of Minas Gerais, Belo Horizonte 31270-901, MG, Brazil

Energies, 2023, vol. 16, issue 5, 1-20

Abstract: The distribution network reconfiguration problem (DNRP) refers to the challenge of searching for a given power distribution network configuration with better operating conditions, such as minimized energy losses and improved voltage levels. To accomplish that, this paper revisits the branch exchange heuristics and presents a method in which it is coupled with other techniques such as evolutionary metaheuristics and cluster analysis. The methodology is applied to four benchmark networks, the 33-, 70-, 84-, and 136-bus networks, and the results are compared with those available in the literature, using the criteria of the number of power flow executions. The methodology minimized the four systems starting from the initial configuration of the network. The main contributions of this work are the use of clustering techniques to reduce the search space of the DNRP; the consideration of voltage regulation banks and voltage-dependent loads in the feeder, requiring the addition of a constraint to the mono-objective model to guarantee the transferred load will be supplied at the best voltage magnitude level, and the application of the methodology in real distribution networks to solve a set of 81 real DNRPs from CEMIG-D (the distribution branch of the Energy Company of Minas Gerais). Four out of those are presented as case studies to demonstrate the applicability of the approach, which efficiently found configurations with lower power and energy losses with few PF runs.

Keywords: branch exchange; cluster analysis; distribution network reconfiguration; evolutionary metaheuristics; Matpower; OpenDSS; power losses; voltage-dependent load (search for similar items in EconPapers)
JEL-codes: Q Q0 Q4 Q40 Q41 Q42 Q43 Q47 Q48 Q49 (search for similar items in EconPapers)
Date: 2023
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (5)

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