Combined Cluster Analysis and Global Power Quality Indices for the Qualitative Assessment of the Time-Varying Condition of Power Quality in an Electrical Power Network with Distributed Generation

Combined Cluster Analysis and Global Power Quality Indices for the Qualitative Assessment of the Time-Varying Condition of Power Quality in an Electrical Power Network with Distributed Generation

This paper presents the idea of a combined analysis of long-term power quality data using cluster analysis (CA) and global power quality indices (GPQIs). The aim of the proposed method is to obtain a solution for the automatic identification and assessment of different power quality condition levels...

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Bibliographic Details
Main Authors: Michał Jasiński, Tomasz Sikorski, Paweł Kostyła, Zbigniew Leonowicz, Klaudiusz Borkowski
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Energies
Subjects:
data mining
cluster analysis
power quality
global power quality index
electrical power network
distributed generation
Online Access:https://www.mdpi.com/1996-1073/13/8/2050

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