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  • 标题:Data-Based Voltage Analysis of Power Systems via Delay Embedding and Extended Dynamic Mode Decomposition ⁎
  • 本地全文:下载
  • 作者:Yoshihiko Susuki ; Kyoichi Sako
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2018
  • 卷号:51
  • 期号:28
  • 页码:221-226
  • DOI:10.1016/j.ifacol.2018.11.705
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractData-based assessment of dynamic performances has attracted a lot of interest in the modern power system with high-accurate measurement technologies such as Synchrophasor. In this paper, we report the research effort to do this for voltage dynamics in a rudimentary model of power systems. We propose to combine the so-called delay embedding with the extended dynamic mode decomposition, which is a technique for approximating the Koopman operator directly from time-series data. This combination enables us to approximate spectral properties of the Koopman operator through voltage measurement of a single bus. The spectral properties clarify local information on the voltage dynamics such as frequency/damping in transient responses and global one such as the flow structure of the underlying mathematical model.
  • 关键词:KeywordsPower systemsOperatorsData processingVoltageKoopman operatorDelay embeddingExtended dynamic mode decomposition
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