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文章基本信息

  • 标题:Distributed Nonlinear Model Predictive Control by Sequential Linearization and Accelerated Gradient Method
  • 本地全文:下载
  • 作者:Alexandra Grancharova ; Tor A. Johansen ; Valeria Petrova
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2016
  • 卷号:49
  • 期号:7
  • 页码:597-602
  • DOI:10.1016/j.ifacol.2016.07.408
  • 语种:English
  • 出版社:Elsevier
  • 摘要:A suboptimal approach to distributed NMPC for nonlinear interconnected systems subject to constraints is proposed. The objective is to develop a computationally efficient approach. The suggested method is based on a sequential linearization of the nonlinear system dynamics and finding a suboptimal solution of the resulting Quadratic Programming problem by using distributed iterations of the dual accelerated gradient method. The benefits of the approach are reduced complexity of the on-line computations, and simple software implementation, which makes it appropriate for embedded distributed convex NMPC. The proposed method is illustrated with simulations on the model of a quadruple-tank system.
  • 关键词:Predictive controlDistributed controlInterconnected systemsNonlinear systemsConstraints
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