Search Results for author: Kaikai Pan

Found 3 papers, 0 papers with code

Robust Multivariate Detection and Estimation with Fault Frequency Content Information

no code implementations7 Oct 2023 Jingwei Dong, Kaikai Pan, Sergio Pequito, Peyman Mohajerin Esfahani

This paper studies the problem of fault detection and estimation (FDE) for LTI systems with a particular focus on frequency content information for the faults, possibly as a continuum range, and under both disturbances and stochastic noise.

Fault Detection

Training Strategies for Autoencoder-based Detection of False Data Injection Attacks

no code implementations14 May 2020 Chenguang Wang, Kaikai Pan, Simon Tindemans, Peter Palensky

The security of energy supply in a power grid critically depends on the ability to accurately estimate the state of the system.

Detection of False Data Injection Attacks Using the Autoencoder Approach

no code implementations4 Mar 2020 Chenguang Wang, Simon Tindemans, Kaikai Pan, Peter Palensky

State estimation is of considerable significance for the power system operation and control.

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