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Coherence function estimation with a derivative constraint for power grid oscillation detection

  • State University of New York Binghamton University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

7 Scopus citations

Abstract

Oscillation is one of the leading stability concerns in complex power systems. Detecting oscillations timely and accurately is vital for a power grid operator to take effective remedial reactions to stabilize the power system. This paper uses the minimum variance distortionless response (MVDR) method to estimate the magnitude squared coherence function for oscillation detection. A derivative constraint is integrated into the MVDR method, which can greatly mitigate the 'blind spots' problem of the conventional MVDR method. The phenomenon of the 'blind spots' and the mitigation performance of the new technique are analyzed. Simulations based on power system models are conducted to demonstrate that the new technique can effectively avoid the 'blind spots' and thus increase the accuracy of oscillation detection in power systems.

Original languageEnglish
Title of host publication2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages791-795
Number of pages5
ISBN (Electronic)9781509045457
DOIs
StatePublished - Apr 19 2017
Event2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Washington, United States
Duration: Dec 7 2016Dec 9 2016

Publication series

Name2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings

Conference

Conference2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016
Country/TerritoryUnited States
CityWashington
Period12/7/1612/9/16

Keywords

  • Capon method
  • MVDR
  • Magnitude squared coherence
  • Oscillation
  • Power system
  • Spectrum

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