The Grid Event Signature Library: An Open-Access Repository of Power System Measurement Signatures

被引：0
|
作者：
Wilson, Aaron J. [1 ]
Ekti, Ali Riza [1 ]
Follum, Jim [2 ]
Biswas, Shuchismita [2 ]
Annalicia, Christabella [3 ]
Joo, Jhi-Young [3 ]
Aziz, Omer [1 ]
Lian, Jamie [1 ]
机构：
[1] Oak Ridge Natl Lab, Oak Ridge, TN 37830 USA
[2] Pacific Northwest Natl Lab, Richland, WA 99354 USA
[3] Lawrence Livermore Natl Lab, Livermore, CA 94550 USA
来源：
IEEE ACCESS | 2024年 / 12卷
关键词：
Phasor measurement units; Taxonomy; Current measurement; Voltage measurement; Labeling; Frequency measurement; Streams; Climate change; Artificial intelligence; Data models; Power systems; Power grids; data-driven applications; power systems; signatures;
D O I：
10.1109/ACCESS.2024.3404886
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The power grid is undergoing massive changes, driven by the need to improve both reliability and resiliency, as well as meeting goals intended to combat climate change. Many solutions to such problems will require vast amounts of data. Almost all measurement, control - and in the future, artificial intelligence (AI) - systems utilize sensing mechanisms designed to capture, transmit, or even act on voltage and/or current measurement parsing and characterization. In this paper, a free, open-access online repository of such grid signatures is presented with the intent of encouraging open sharing of power grid data for the development of artificial intelligence and data-driven applications to meet the goals of tomorrow's grid. Known as the Grid Event Signature Library, or GESL, this Department of Energy-funded endeavour has seen a growth of over 200 users worldwide since its inception.
引用
收藏
页码：76207 / 76218
页数：12
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