Static information, K-neighbor, and self-attention aggregated scheme: a transient stability prediction model with enhanced interpretability
Highlights A fast TSA scheme for pre-failure scanning. A physical mechanism-based attention structure for dynamic graph pooling. A node regression model that responds to key physical mechanisms. Generator label for richer output information. Top performance and post-hoc interpretation.
Main Authors: | , |
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Format: | Article |
Language: | English |
Published: |
SpringerOpen
2023-01-01
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Series: | Protection and Control of Modern Power Systems |
Subjects: | |
Online Access: | https://doi.org/10.1186/s41601-023-00278-x |