Decision Tree Models and Machine Learning Algorithms in the Fault Recognition on Power Lines with Branches

Decision Tree Models and Machine Learning Algorithms in the Fault Recognition on Power Lines with Branches

The complication of the structure, topology and composition of the future electrical networks is characterized by difficult-to-recognize circuit-mode situations and requires modern methods for analyzing information parameters. The growing trend of digitizing signals in substations and the use of the...

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Bibliographic Details
Main Authors: Aleksandr Kulikov, Anton Loskutov, Dmitriy Bezdushniy, Ilya Petrov
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Energies
Subjects:
relay protection and automation (RPA)
machine learning
simulation modeling
RPA algorithm
decision tree
random forest
Online Access:https://www.mdpi.com/1996-1073/16/14/5563

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https://www.mdpi.com/1996-1073/16/14/5563

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