Please use this identifier to cite or link to this item:

Automated Anomaly Detection in Distribution Grids Using uPMU Measurements

File SizeFormat 
paper0394.pdf2.07 MBAdobe PDFView/Open

Full Item Record

DC FieldValueLanguage
dc.contributor.authorJamei, Mahdi
dc.contributor.authorScaglione, Anna
dc.contributor.authorRoberts, Ciaran
dc.contributor.authorStewart, Emma
dc.contributor.authorPeisert, Sean
dc.contributor.authorMcParland, Chuck
dc.contributor.authorMcEachern, Alex
dc.description.abstractThe impact of Phasor Measurement Units (PMUs) for providing situational awareness to transmission system operators \ has been widely documented. Micro-PMUs (uPMUs) \ are an emerging sensing technology that can provide similar \ benefits to Distribution System Operators (DSOs), enabling a \ level of visibility into the distribution grid that was previously \ unattainable. In order to support the deployment of these \ high resolution sensors, the automation of data analysis and \ prioritizing communication to the DSO becomes crucial. In this \ paper, we explore the use of uPMUs to detect anomalies on \ the distribution grid. Our methodology is motivated by growing \ concern about failures and attacks to distribution automation \ equipment. The effectiveness of our approach is demonstrated \ through both real and simulated data.
dc.format.extent10 pages
dc.relation.ispartofProceedings of the 50th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.subjectIntrusion Detection
dc.subjectAnomaly Detection
dc.subjectMicro-Phasor Measurement Unit
dc.subjectDistribution Grid
dc.titleAutomated Anomaly Detection in Distribution Grids Using uPMU Measurements
dc.typeConference Paper
Appears in Collections:Resilent Networks Minitrack

Please email if you need this content in an ADA-compliant format.

Items in ScholarSpace are protected by copyright, with all rights reserved, unless otherwise indicated.