GCN-LSTM spatiotemporal-network-based method for post-disturbance frequency prediction of power systems

Owing to the expansion of the grid interconnection scale, the spatiotemporal distribution characteristics of the frequency response of power systems after the occurrence of disturbances have become increasingly important. These characteristics can provide effective support in coordinated security co...

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Hlavní autoři: Dengyi Huang, Hao Liu, Tianshu Bi, Qixun Yang
Médium: Artigo
Jazyk:Inglês
Vydáno: KeAi Communications Co., Ltd. 2022-02-01
Edice:Global Energy Interconnection
Témata:
Synchronous phasor measurement
Frequency-response prediction
Spatiotemporal distribution characteristics
Improved graph convolutional network
Long short-term memory network
Spatiotemporal-network structure
On-line přístup:http://www.sciencedirect.com/science/article/pii/S2096511722000287
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