Research on hierarchical recursive power supply meshing algorithm considering the dynamic change of grid loads

The reasonable division of power supply grid plays an important role in the feasibility and stability of power grid operation.This paper mainly explores the feasible methods of power supply grid division under the dynamic change of grid load.The grid load prediction model is constructed by the improved long and short-term memory network algorithm (ILSTM) based on expert rules to visualize the dynamic changes of the grid load.Based on the study of hierarchical architecture of power supply grid, the objective function is constructed using hierarchical recursive method, and the power supply grid division model is constructed with adjacent connection as the basic constraint.The power consumption information of JH urban area is selected as the data source of this paper, and the method of this paper is used to forecast the grid load of JH urban area and perform the power supply grid division.The power supply network in JH city can effectively meet the objective function and constraints set in the model, and the average number of faults in the power supply network decreases by 94.8% compared with that before the grid demarcation, which fully ensures the safety and reliability of the power supply network operation.

Publication Details

Journal
Journal of Combinatorial Mathematics and Combinatorial Computing
Published
2025-04-16
DOI
https://doi.org/10.61091/jcmcc127a-263
Primary Topic
Power Systems and Technologies
Type
article
Field-Weighted Citation Impact
0.00

Funders

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article

Research on hierarchical recursive power supply meshing algorithm considering the dynamic change of grid loads

Journal of Combinatorial Mathematics and Combinatorial Computing
Power Systems and Technologies
article

Research on hierarchical recursive power supply meshing algorithm considering the dynamic change of grid loads

article en

Abstract

The reasonable division of power supply grid plays an important role in the feasibility and stability of power grid operation.This paper mainly explores the feasible methods of power supply grid division under the dynamic change of grid load.The grid load prediction model is constructed by the improved long and short-term memory network algorithm (ILSTM) based on expert rules to visualize the dynamic changes of the grid load.Based on the study of hierarchical architecture of power supply grid, the objective function is constructed using hierarchical recursive method, and the power supply grid division model is constructed with adjacent connection as the basic constraint.The power consumption information of JH urban area is selected as the data source of this paper, and the method of this paper is used to forecast the grid load of JH urban area and perform the power supply grid division.The power supply network in JH city can effectively meet the objective function and constraints set in the model, and the average number of faults in the power supply network decreases by 94.8% compared with that before the grid demarcation, which fully ensures the safety and reliability of the power supply network operation.

Journal of Combinatorial Mathematics and Combinatorial ComputingVol. 127a
State Grid Corporation of China, Science and Technology Project of State Grid
Affordable and clean energy
Openalex Percentile: Top 93%
Power Systems and Technologies
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