Relay Protection and Automation Algorithms of Electrical Networks Based on Simulation and Machine Learning Methods

Relay Protection and Automation Algorithms of Electrical Networks Based on Simulation and Machine Learning Methods

The tendencies and perspective directions of development of modern digital devices of relay protection and automation (RPA) are considered. One of the promising ways to develop protection and control systems is the development of fundamentally new algorithms for recognizing emergency modes. They wor...

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Bibliographic Details
Main Authors: Aleksandr Kulikov, Anton Loskutov, Dmitriy Bezdushniy
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Energies
Subjects:
relay protection and automation (RPA)
IEC 61850
machine learning
simulation
RPA algorithm
k-nearest neighbor method
Online Access:https://www.mdpi.com/1996-1073/15/18/6525

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