A framework of distribution transformer health early warning system based on EDC-GRU network

被引：0
|
作者：
Liu, Wei [1 ]
Su, Jian [1 ]
Qin, Lvying [3 ]
Huang, Yu [3 ]
Huai, Xu [3 ]
Liu, Qi [2 ]
Zhou, Limei [1 ]
Shang, Yuwei [1 ]
Liu, Xueyang [3 ]
机构：
[1] China Elect Power Res Inst, Beijing, Peoples R China
[2] State Grid Tibet Elect Power Co Ltd, Beijing, Peoples R China
[3] Peking Univ, Beijing, Peoples R China
来源：
2020 IEEE INTERNATIONAL CONFERENCE ON SMART CLOUD (SMARTCLOUD 2020) | 2020年
关键词：
EDC-GRU; Distribution transformer health warning; System framework;
D O I：
10.1109/SmartCloud49737.2020.00043
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In recent years, with the rapid growth of distributed generation, the load pressure of distribution transformer is also increasing, and power fail occurs frequently. Therefore, this paper studies a distribution transformer health early warning system based on EDC-GRU network. Firstly, we clarify the design idea of the system. Secondly, we define all the architecture and function. Finally, the result shows that our system can predict the future health status of distribution transformer, through the analysis of the operation data of each distribution transformer and make the early warning in time, which can inform people to take corresponding measures so as to reduce the failure rate, and maintain the health status of the distribution network.
引用
收藏
页码：187 / 192
页数：6
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