CHIMERA: A Hybrid Estimation Approach to Limit the Effects of False Data Injection Attacks

Xiaorui Liu,Yaodan Hu,Charalambos Konstantinou,Yier Jin

2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)（2021）

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摘要

The reliable operation of power grid is supported by energy management systems (EMS) that provide monitoring and control functionalities. Contingency analysis is a critical application of EMS to evaluate the impacts of outages and prepare for system failures. However, false data injection attacks (FDIAs) have demonstrated the possibility of compromising sensor measurements and falsifying the estim...

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关键词

Deep learning,Analytical models,Computational modeling,Systems operation,Power system dynamics,Data models,Smart grids

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