An Innovative Strategy Based on Dynamic Programming to Solve Power Flow Problems in Radial Electric Distribution Systems

In this work, a new strategy based on dynamic programming is proposed to solve the power flow (PF) problem in radial distribution systems using the backward/forward sweep method (BFSM). The strategy consists of a dynamic tree of varied children to represent the radial configuration of the system, allowing a new way of storing and accessing the system information for the PF calculation. This strategy avoids both the bus renumbering procedure for branch ordering used in different BFSMs (due to their branch-oriented characteristic) and the matrix inversion procedure, also used in different BFSMs. The proposed strategy is innovative, since PF problems have been solved in the literature by methods based on static programming. Tests with 14-bus, 33-bus, 84-bus, 136-bus, and 417-bus systems were carried to evaluate both the performance of the construction procedure of the dynamic tree in comparison to the classical branch ordering procedure and the performance of the PF calculation procedure using the proposed dynamic tree in contrast to traditional BFSMs. Promising results were obtained in both evaluated aspects. Therefore, this work contributes to the opening of new studies for a dynamic approach aimed at calculating the PF in radial distribution systems.

Authors

Institutions

Publication Details

Journal
IEEE Access
Published
2024-12-25
DOI
https://doi.org/10.1109/access.2024.3522845
Primary Topic
Optimal Power Flow Distribution
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

An Innovative Strategy Based on Dynamic Programming to Solve Power Flow Problems in Radial Electric Distribution Systems

Rubén Romero, Eliane S. Souza, Lucas K. Sperotto, Max Robert Marinho
IEEE Access
Optimal Power Flow Distribution
article

An Innovative Strategy Based on Dynamic Programming to Solve Power Flow Problems in Radial Electric Distribution Systems

Rubén Romero, Eliane S. Souza, Lucas K. Sperotto, Max Robert Marinho
article en

Abstract

In this work, a new strategy based on dynamic programming is proposed to solve the power flow (PF) problem in radial distribution systems using the backward/forward sweep method (BFSM). The strategy consists of a dynamic tree of varied children to represent the radial configuration of the system, allowing a new way of storing and accessing the system information for the PF calculation. This strategy avoids both the bus renumbering procedure for branch ordering used in different BFSMs (due to their branch-oriented characteristic) and the matrix inversion procedure, also used in different BFSMs. The proposed strategy is innovative, since PF problems have been solved in the literature by methods based on static programming. Tests with 14-bus, 33-bus, 84-bus, 136-bus, and 417-bus systems were carried to evaluate both the performance of the construction procedure of the dynamic tree in comparison to the classical branch ordering procedure and the performance of the PF calculation procedure using the proposed dynamic tree in contrast to traditional BFSMs. Promising results were obtained in both evaluated aspects. Therefore, this work contributes to the opening of new studies for a dynamic approach aimed at calculating the PF in radial distribution systems.

IEEE AccessVol. 13
Universidade do Estado de Mato Grosso (BR), Universidade Estadual Paulista (Unesp) (BR)
Fundação de Amparo à Pesquisa do Estado de São Paulo, Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, Conselho Nacional de Desenvolvimento Científico e Tecnológico
Affordable and clean energy
Openalex Percentile: Top 78%
Optimal Power Flow Distribution
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.