Power System Transient Stability Assessment Based on Snapshot Ensemble LSTM Network

Power System Transient Stability Assessment Based on Snapshot Ensemble LSTM Network

Data-driven methods using synchrophasor measurements have a broad application prospect in Transient Stability Assessment (TSA). Most previous studies only focused on predicting whether the power system is stable or not after disturbance, which lacked a quantitative analysis of the risk of transient...

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Bibliographic Details
Main Authors: Yixing Du, Zhijian Hu
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Sustainability
Subjects:
transient stability assessment
disturbed trajectory
risk quantification
snapshot ensemble
long short-term memory
Online Access:https://www.mdpi.com/2071-1050/13/12/6953

Internet

https://www.mdpi.com/2071-1050/13/12/6953

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