Power System Anomaly Detection Via Ensemble of Encoder and Decoder Networks

Hacking and false data injection from adversaries can threaten power grids' normal operations and cause significant economic loss. Anomaly detection in power grids aims to detect and discriminate anomalies caused by the cyberattack against the power system which is essential for keeping power g...

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Bibliographic Details

Published in:	2022 IEEE Electrical Power and Energy Conference (EPEC) pp. 116 - 122
Main Authors:	Sun, Xijuan, Wu, Di, Zinflou, Arnaud, Boulet, Benoit
Format:	Conference Proceeding
Language:	English
Published:	IEEE 05.12.2022
Subjects:	Anomaly detection Correlation Data models Decoding encoder and decoder ensemble Feature extraction Learning systems one-class classification power system Time series analysis Training
Online Access:	Get full text
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