Signal Recovery in Power Systems by Correlated Gaussian Processes

This article proposes the application of correlated Gaussian processes (Corr-GPs) for the recovery of missing intervals in power systems signals. Based on only local power system topology, the presented algorithm combines cross-channel information of the considered signals with a universal, nonparam...

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Bibliographic Details
Main Authors: Marcel Zimmer, Daniele Carta, Thiemo Pesch, Andrea Benigni
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of the Industrial Electronics Society
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10585294/
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