Distribution network reconfiguration optimization based on genetic algorithm and its influence on operation and maintenance management

doi:10.62617/mcb744

科研成果详情

题名	Distribution network reconfiguration optimization based on genetic algorithm and its influence on operation and maintenance management
作者	Lin, Jun1; Zhou, Chen Liang 2
发表日期	2024
发表期刊	MCB Molecular and Cellular Biomechanics 影响因子和分区
语种	英语
原始文献类型	Journal article (JA)
关键词	DC distribution systems Genetic algorithms Power distribution faults Distribution network reconfiguration Fault recovery Infeasible solutions Maintenance management Network reconstruction Operation management Operations and maintenance Optimisations Performance Reconfiguration model
摘要	As one of the advanced application functions of distribution network automation, distribution network reconfiguration is an important optimization means to ensure the normal operation of the power grid. In order to further improve the power supply quality and operation and maintenance efficiency of the distribution network, this paper proposes a reconfiguration method based on improved genetic algorithm, establishes a network topology reconfiguration computational model, and validates the proposed method for the reconfiguration of the distribution network, and the results show that compared with the reconfiguration model of the distribution network constructed by basic genetic algorithm, the algorithm of this paper shows excellent performance in terms of both the comparison of the node voltages and the evolution of the population. The results show that compared with the basic genetic algorithm constructed distribution network reconfiguration model, this paper's algorithm exhibits excellent performance in both node voltage comparison and population evolution, and is capable of realizing optimal power transmission. Finally, the impact of distribution network reconfiguration on operation and maintenance management is analyzed. © 2024 Sin-Chn Scientific Press. All rights reserved.
出版者	Sin-Chn Scientific Press
ISSN	1556-5297
EISSN	1556-5300
卷号	21 期号:3
DOI	10.62617/mcb744
收录类别	EI
EI入藏号	20244817444082
EI主题词	Power distribution networks
EI分类号	1106 ; 1201.7 ; 706.1.2 Electric Power Distribution
引用统计
文献类型	期刊论文
条目标识符	https://kms.wmu.edu.cn/handle/3ETUA0LF/223712
专题	附属第一医院
通讯作者	Lin, Jun; Zhou, Chen Liang
作者单位	1.The First Affiliated Hospital of Wenzhou Medical University, Wenzhou; 325000, China 2.Zhejiang Architectural Design & Research Institute Co. Ltd., Hangzhou; 310006, China
第一作者单位	附属第一医院
第一作者的第一单位	附属第一医院
推荐引用方式 GB/T 7714	Lin, Jun,Zhou, Chen Liang. Distribution network reconfiguration optimization based on genetic algorithm and its influence on operation and maintenance management[J]. MCB Molecular and Cellular Biomechanics,2024,21(3).
APA	Lin, Jun, & Zhou, Chen Liang. (2024). Distribution network reconfiguration optimization based on genetic algorithm and its influence on operation and maintenance management. MCB Molecular and Cellular Biomechanics, 21(3).
MLA	Lin, Jun,et al."Distribution network reconfiguration optimization based on genetic algorithm and its influence on operation and maintenance management".MCB Molecular and Cellular Biomechanics 21.3(2024).