Optimisation method of distribution network planning based on wireless communication and multimodal information learning

In this article, a new dispatching method was proposed based on the power demand and the existing problems in the current distribution network planning. Through physical communication, data interaction and communication between multiple nodes were achieved, which provided users with a more convenient and comfortable electricity experience. The intelligent optimisation algorithm can carry out planning calculation and decision-making by itself according to the user's use, the planning can run more accurately and reasonably, and has strong performance. According to the mathematical model of intelligent optimisation algorithm, the distribution network planning problem has been solved efficiently. The application of wireless communication and intelligent optimisation algorithm in distribution network planning can not only decrease the cost of existing schemes and operation and management costs but also improve the network computing efficiency, which decreases the workload of operation and maintenance personnel and enables lines and distribution equipment to truly play their due role.

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Publication Details

Journal
International Journal of Intelligent Information and Database Systems
Published
2025-01-01
DOI
https://doi.org/10.1504/ijiids.2025.147434
Primary Topic
Power Systems and Technologies
Type
article
Field-Weighted Citation Impact
0.00
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article

Optimisation method of distribution network planning based on wireless communication and multimodal information learning

Yi Luo, Jun Jiang, Qingzhu Li, Zixin Li et al.
International Journal of Intelligent Information and Database Systems
Power Systems and Technologies
article

Optimisation method of distribution network planning based on wireless communication and multimodal information learning

Yi Luo, Jun Jiang, Qingzhu Li, Zixin Li, Jiwu Liu
article en

Abstract

In this article, a new dispatching method was proposed based on the power demand and the existing problems in the current distribution network planning. Through physical communication, data interaction and communication between multiple nodes were achieved, which provided users with a more convenient and comfortable electricity experience. The intelligent optimisation algorithm can carry out planning calculation and decision-making by itself according to the user's use, the planning can run more accurately and reasonably, and has strong performance. According to the mathematical model of intelligent optimisation algorithm, the distribution network planning problem has been solved efficiently. The application of wireless communication and intelligent optimisation algorithm in distribution network planning can not only decrease the cost of existing schemes and operation and management costs but also improve the network computing efficiency, which decreases the workload of operation and maintenance personnel and enables lines and distribution equipment to truly play their due role.

International Journal of Intelligent Information and Database SystemsVol. 17(3/4)
State Grid Corporation of China (China) (CN), Shanghai Electric (China) (CN)
Openalex Percentile: Top 84%
Power Systems and Technologies
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