Decision Tree for Online Voltage Stability Margin Assessment Using C4.5 and Relief-F Algorithms

Decision Tree for Online Voltage Stability Margin Assessment Using C4.5 and Relief-F Algorithms

In practical power system operation, knowing the voltage stability limits of the system is important. This paper proposes using a decision tree (DT) to extract guidelines through offline study results for assessing system voltage stability status online. Firstly, a sample set of DTs is determined of...

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Bibliographic Details
Main Authors: Xiangfei Meng, Pei Zhang, Dahai Zhang
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Energies
Subjects:
voltage stability margin (VSM) assessment
machine learning
decision tree (DT)
Online Access:https://www.mdpi.com/1996-1073/13/15/3824

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