Detecting Attacks and Estimating States of Power Grids from Partial Observations with Machine Learning

The ever-increasing complexity of modern power grids makes them vulnerable to cyber and/or physical attacks. To protect them, accurate attack detection is essential. A challenging scenario is that a localized attack has occurred on a specific transmission line but only a small number of transmission...

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Bibliographic Details
Main Authors: Zheng-Meng Zhai, Mohammadamin Moradi, Ying-Cheng Lai
Format: Article
Language:English
Published: American Physical Society 2025-02-01
Series:PRX Energy
Online Access:http://doi.org/10.1103/PRXEnergy.4.013003
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