Timestamp Error Detection and Estimation for PMU Data based on Linear Correlation between Relative Phase Angle and Frequency

dc.contributor.authorYu, Wenpeng
dc.contributor.authorYao, Wenxuan
dc.contributor.authorZhao, Yinfeng
dc.contributor.authorLiu, Yilu
dc.date.accessioned2020-01-04T07:47:00Z
dc.date.available2020-01-04T07:47:00Z
dc.date.issued2020-01-07
dc.description.abstractTime synchronization is essential to synchro-phasor-based applications. However, Timestamp Error (TE) in synchrophasor data can result in application failures. This paper proposes a method for TE detection based on the linear correlation between frequency and relative phase angle. The TE converts the short-term relative phase angle from noise-like signal to one that linear with the frequency. Pearson Correlation Coefficient (PCC) is applied to measure the linear correlation and then detect the timestamp error. The time error is estimated based on the variation of frequency and relative phase angle. Case studies with actual synchrophasor data demonstrate the effectiveness of TE detection and excellent accuracy of TE estimation.
dc.format.extent5 pages
dc.identifier.doihttps://doi.org/10.24251/HICSS.2020.371
dc.identifier.isbn978-0-9981331-3-3
dc.identifier.urihttp://hdl.handle.net/10125/64113
dc.language.isoeng
dc.relation.ispartofProceedings of the 53rd Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectMonitoring, Control, and Protection
dc.subjectfrequency
dc.subjectlinear correlation
dc.subjectpmu
dc.subjectrelative phase angle
dc.subjectsynchrophasor
dc.subjecttimestamp error
dc.titleTimestamp Error Detection and Estimation for PMU Data based on Linear Correlation between Relative Phase Angle and Frequency
dc.typeConference Paper
dc.type.dcmiText

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