Research summary on fault location technology of power distribution network based on intelligent algorithm

Hai Li, Yunjie Zhou, Bangle He, Jie Zhou, Zhou Hong, Tianyu Yang, Jinghua Sun

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

With the development of social economy, it is of great significance to study the distribution network fault detection and positioning technology to improve the reliability of power supply. This paper describes the common methods, including signal injection method, impedance method, ratio method, traveling wave method and intelligent algorithm. At the same time, the advantages and disadvantages of these methods, the application scope and the practical application effect are compared and sorted out. The results show that the intelligent algorithm has good speed, accuracy and fault tolerance in the fault location of the distribution network. Subsequently, the principle and application of intelligent algorithm are elaborated in detail, and the neural network, ant colony algorithm and different fault location algorithms based on HHT and genetic algorithm are listed. The core technology points of these algorithms are introduced one by one, showing the strong advantages of intelligent algorithm in the fault positioning of the distribution network. To sum up, intelligent algorithm is likely to become an important technical means for fault positioning of distribution network in the future, and has important theoretical and research significance for power grid security and technical development.

源语言英语
主期刊名Proceedings of 2024 International Conference on Power Electronics and Artificial Intelligence, PEAI 2024
出版商Association for Computing Machinery
410-415
页数6
ISBN(电子版)9798400716638
DOI
出版状态已出版 - 19 1月 2024
已对外发布
活动2024 International Conference on Power Electronics and Artificial Intelligence, PEAI 2024 - Hybrid, Xiamen, 中国
期限: 19 1月 202421 1月 2024

出版系列

姓名ACM International Conference Proceeding Series

会议

会议2024 International Conference on Power Electronics and Artificial Intelligence, PEAI 2024
国家/地区中国
Hybrid, Xiamen
时期19/01/2421/01/24

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