Research on the fault detection and automatic repair method of electric power system based on artificial intelligence

With the global industrialization and modernization, the power system has become the core part of modern social life. In this paper, RNN network model is used to build an advanced power system fault detection system, and the automatic repair strategy is realized combined with reinforcement learning. The aim is to provide a more robust, fast and adaptive fault response mechanism for the electric power system. The experiment has proved that the proposed method has made some progress in the automation and intelligent fault diagnosis and repair of the power system.

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Publication Details

Published
2024-12-06
DOI
https://doi.org/10.1109/cnteie66268.2024.00007
Primary Topic
Engineering Diagnostics and Reliability
Type
article
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article

Research on the fault detection and automatic repair method of electric power system based on artificial intelligence

Wei‐Min Liu, Yue Qi
Engineering Diagnostics and Reliability
article

Research on the fault detection and automatic repair method of electric power system based on artificial intelligence

Wei‐Min Liu, Yue Qi
article en

Abstract

With the global industrialization and modernization, the power system has become the core part of modern social life. In this paper, RNN network model is used to build an advanced power system fault detection system, and the automatic repair strategy is realized combined with reinforcement learning. The aim is to provide a more robust, fast and adaptive fault response mechanism for the electric power system. The experiment has proved that the proposed method has made some progress in the automation and intelligent fault diagnosis and repair of the power system.

Shandong Institute of Commerce & Technology (CN)
Affordable and clean energy
Openalex Percentile: Top 68%
Engineering Diagnostics and Reliability
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