Adaptive Assessment of Power System Transient Stability Based on Active Transfer Learning

Adaptive Assessment of Power System Transient Stability Based on Active Transfer Learning

This paper constructs a framework based on active transfer learning. The basic model is built and trained based on the original scene data. The update mechanism is started when the performance of the model decreases due to the change of the running scene. A large number of samples without stable sta...

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Bibliographic Details
Main Authors: Chenhao ZHAO, Zaibin JIAO, Chenghao LI, Di ZHANG, Penghui ZHANG
Format: Article
Language:zho
Published: State Grid Energy Research Institute 2025-01-01
Series:Zhongguo dianli
Subjects:
power system
transient stability assessment
transfer learning
active learning
Online Access:https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202404033
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