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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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Main Authors: Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Vasile Palade
Format: Artigo
Language:Inglês
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
generative adversarial networks
feature selection
fault diagnosis
cyber-physical power systems
Online Access:https://www.mdpi.com/1424-8220/21/15/5173
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