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Generative Adversarial Network-Based Scheme for Diagnosing Faults in Cyber-Physical Power Systems

This paper presents a novel diagnostic framework for distributed power systems that is based on using generative adversarial networks for generating artificial knockoffs in the power grid. The proposed framework makes use of the raw data measurements including voltage, frequency, and phase-angle tha...

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Detalles Bibliográficos
Autores principales: Hassani, Hossein, Razavi-Far, Roozbeh, Saif, Mehrdad, Palade, Vasile
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8348776/
https://www.ncbi.nlm.nih.gov/pubmed/34372410
http://dx.doi.org/10.3390/s21155173