The Application of Graph Neural Networks in Power Systems from Perspective of Perception-Prediction-Optimization

With the increasing uncertainty of the generation, transmission, and consumption sides in new power systems, the complexity and scale of power system topology relationship are continuously growing. Conventional data analysis methods for Euclidean space often exhibit poor performance and low accuracy...

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Bibliographic Details
Main Authors: Zhuo LI, Yinzhe WANG, Lin YE, Yadi LUO, Xuri SONG, Zhenyu ZHANG
Format: Article
Language:zho
Published: State Grid Energy Research Institute 2024-12-01
Series:Zhongguo dianli
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Online Access:https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202410093
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