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  • 标题:Secondary Control of Microgrids via Neural Inverse Optimal Distributed Cooperative Control ⁎
  • 本地全文:下载
  • 作者:Carlos J. Vega ; Larbi Djilali ; Edgar N. Sanchez
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2020
  • 卷号:53
  • 期号:2
  • 页码:7891-7896
  • DOI:10.1016/j.ifacol.2020.12.1973
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIn this paper, a new control scheme of secondary voltage and frequency control based on a discrete-time neural inverse optimal distributed cooperative structure is proposed for islanded microgrids. A neural adaptive secondary controller for each distributed generator is developed to achieve the desired goals. The proposed controllers are composed of an on-line neural identification scheme on the basis of a recurrent high-order neural network using the extended Kalman filter and a nonlinear control strategy. Additionally, the proposed control scheme does not require information of all installed distributed generators neither a distributed generator model, which improves reliability. The proposed controllers are validated through simulation for an islanded AC microgrid.
  • 关键词:KeywordsDistributed energy sourcesDistributed cooperative controlInverse optimal controlIslanded AC microgridNeural networks
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