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Research on Grid Planning Method of Distribution Network Based on Artificial Intelligence Technology

Authors :
Wang Fei-feng
Xia Jia
Sun Yang
Zhu Lian-huan
Fu Guan-hua
Chen Da-xing
Source :
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ISBN: 9783030825614
Publication Year :
2021
Publisher :
Springer International Publishing, 2021.

Abstract

In order to improve the reliability of distribution network, a grid planning method of distribution network based on artificial intelligence technology is studied. Firstly, according to the principle of grid division, the planning area is divided into several planning grids reasonably; the existing problems of the existing distribution network are analyzed systematically, and the weak links of the existing distribution network are summarized. According to the current grid structure, load forecasting results and planning objectives of planning grid, the target grid and transition grid of planning grid are determined, and the load forecasting method of distribution network is designed to improve the scientificity of distribution grid division. The experiments show that after the grid planning of the distribution network in a planning area, the target grid of the distribution network is strong, the power supply range is clear, and the power supply reliability is high, which verifies the effectiveness and scientificity of the method.

Details

ISBN :
978-3-030-82561-4
ISBNs :
9783030825614
Database :
OpenAIRE
Journal :
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ISBN: 9783030825614
Accession number :
edsair.doi...........0b04d8327e7d5d8358715daa3802cd14