Optimal Placement of PMU to Enhance Supervised Learning-Based Pseudo-Measurement Modelling Accuracy in Distribution Network

Optimal Placement of PMU to Enhance Supervised Learning-Based Pseudo-Measurement Modelling Accuracy in Distribution Network

This paper introduces a framework for optimal placement (OP) of phasor measurement units (PMUs) using metaheuristic algorithms in a distribution network. The voltage magnitude and phase angle obtained from PMUs were selected as the input variables for supervised learning-based pseudo-measurement mod...

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Bibliographic Details
Main Authors: Kyung-Yong Lee, Jung-Sung Park, Yun-Su Kim
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Energies
Subjects:
metaheuristic algorithms
optimal placement
phasor measurement units (PMU)
pseudo-measurement
state estimation
Online Access:https://www.mdpi.com/1996-1073/14/22/7767

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