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  • 标题:Moving Horizon Estimation of Faults in Renewable Microgrids ⁎
  • 本地全文:下载
  • 作者:Bruno M. Lima ; Marcelo Menezes Morato ; Paulo R.C. Mendes
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2019
  • 卷号:52
  • 期号:1
  • 页码:311-316
  • DOI:10.1016/j.ifacol.2019.06.080
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractUsing a Moving-Horizon Estimation scheme, this work aims to estimate faults that occur on a renewable microgrid with different energy sources, such as photovoltaic panels, wind power generation and biomass. This plant might present different possible faults, that can lead it not to comply to its operational constraints, such as communication problems, valve malfunctions, vapor leakagesetc.The studied system uses a Kalman Filter to determine an Arrival-Cost functional. Furthermore, the method consists in solving a constrained quadratic optimization problem using data from previous iterations; no estimation of future behaviour is needed. Discussions about robustness towards uncertainty and noise are presented. The effectiveness of the proposed method is illustrated via numerical simulation.
  • 关键词:KeywordsFault EstimationMoving Horizon EstimationMicrogrids
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