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

页码：187 / 192

页数：6

共 50 条

[41] Early earthquake warning system for city gas network
Shimizu, Y
Yamazaki, F
[J]. SEISMIC BEHAVIOUR OF GROUND AND GEOTECHNICAL STRUCTURES, 1997, : 317 - 322
[42] Generative adversarial network for earthquake early warning system
Kim, J.
Torbol, M.
[J]. EARTHQUAKE GEOTECHNICAL ENGINEERING FOR PROTECTION AND DEVELOPMENT OF ENVIRONMENT AND CONSTRUCTIONS, 2019, 4 : 3318 - 3322
[43] Algorithm for Early Warning System for Contamination in Water Network
Antonowicz, Ariel
Balut, Alicja
Urbaniak, Andrzej
Zakrzewski, Przemyslaw
[J]. 2019 20TH INTERNATIONAL CARPATHIAN CONTROL CONFERENCE (ICCC), 2019, : 437 - 441
[44] NEWS: Towards an Early Warning System for Network Faults
Gupta, Ankur
Prabhat, Purnendu
[J]. INTERNATIONAL JOURNAL OF NEXT-GENERATION COMPUTING, 2016, 7 (03): : 238 - 249
[45] An Entropy Based Bayesian Network Framework for System Health Monitoring
Parhizkar, Tarannom
Balali, Samaneh
Mosleh, Ali
[J]. ENTROPY, 2018, 20 (06)
[46] Wireless Sensor Network Framework for Early Detection and Warning of Forest Fire
Arjun, D.
Hanumanthaiah, Aravind
[J]. PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON INVENTIVE COMPUTATION TECHNOLOGIES (ICICT-2020), 2020, : 186 - 191
[47] Convertible Bond Financing Framework for Risk and Early Warning System
Sun Kexin
Di Mengyan
[J]. ENTERPRISE GROWS IN SUSTAINING EFFICIENCY AND EFFECTIVENESS: 2010 INTERNATIONAL CONFERENCE ON THE DEVELOPMENT OF SMALL AND MEDIUM-SIZED ENTERPRISES, 2010, : 216 - 220
[48] Protection Scheme for Flexible DC Distribution Lines Based on GRU Network
Yang, Dongfeng
Li, Shaowei
Liu, Xiaojun
Chen, Shengkai
[J]. Dianwang Jishu/Power System Technology, 2021, 45 (10): : 3885 - 3894
[49] Early warning system for load distribution in automated warehouse based on seismic resilience evaluation
Yin, Lingfeng
Zhang, Hengyun
Niu, Yu
Pan, Zhaohui
Tao, Tietuo
Tang, Gan
[J]. STRUCTURES, 2023, 58
[50] Research on the early warning system of water environment pollution analysis based on neural network
Zhang, L.
[J]. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2018, 123 : 75 - 75

← 1 2 3 4 5 →