DUGiDocsDetection of Voltage Fluctuations in Low-Voltage Power Distribution Networks with Principal Component Analysis
dc.contributor.author
dc.date.accessioned
2019-05-06T06:20:24Z
dc.date.available
2019-05-06T06:20:24Z
dc.date.issued
2019
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dc.description
Comunicació presentada a "Tenth Protection, Automation and Control (PAC) World Conference", celebrada del 17 al 20 de juny de 2019 a la University of Strathclyde a Glasgow, UK
PAC World Conference (10th: 2019: Glasgow,UK)
dc.description.abstract
This work presents the development and results of an automated event detection strategy based on principal component analysis (PCA) for low voltage distribution grids with the presence of distributed generation (DG) and phasor measurement units (PMUs). The proposed methodology, relying on measurements provided by PMUs installed at different nodes, is capable of correctly identifying and distinguishing abnormal operating conditions (AOC) from normal operating conditions (NOC) without requiring any information about the network topology or electrical parameters of its components. Moreover, it is tested and validated under voltage sags and swells in a real-based power distribution network simulated in MATLAB with PMUs deployed in distinct settings
dc.format.mimetype
application/pdf
dc.language.iso
eng
dc.publisher
Universitat de Girona
dc.relation.ispartofseries
Contribucions a Congressos (D-EEEiA)
dc.rights
Tots els drets reservats
dc.subject
dc.title
Detection of Voltage Fluctuations in Low-Voltage Power Distribution Networks with Principal Component Analysis
dc.type
info:eu-repo/semantics/conferenceObject
dc.rights.accessRights
info:eu-repo/semantics/openAccess
dc.date.embargoEndDate
info:eu-repo/date/embargoEnd/2019-05-25
dc.relation.projectID
info:eu-repo/grantAgreement/EC/H2020/773715/EU/Renewable penetration levered by Efficient Low Voltage Distribution grids/RESOLVD
dc.type.version
info:eu-repo/semantics/submittedVersion
dc.relation.FundingProgramme
dc.relation.ProjectAcronym