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  • 标题:Solution Techniques for Multi-Layer MPC-Based Control Strategies
  • 本地全文:下载
  • 作者:Juraj Holaza ; Martin Klaučo ; Michal Kvasnica
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2017
  • 卷号:50
  • 期号:1
  • 页码:15940-15945
  • DOI:10.1016/j.ifacol.2017.08.1746
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractWe show how to design and solve, in a computationally tractable fashion, optimization-based reference governors for systems where multiple inner loops are closed by separate model predictive control (MPC) strategies. These individual controllers, however, do not have the knowledge of higher-level coupling constraints and therefore require coordination. We show that such a coordination can be achieved by formulating and solving a suitable bilevel optimization problem that optimizes the references for the inner controllers. We review an approach to deal with such problems, which relies on the Karush-Kuhn-Tucker optimality conditions. The presented approach is firstly commented, with hints to enhance its practicality, and then applied to an illustrative example.
  • 关键词:KeywordsModel predictive controlreference governorsmixed-integer optimizationbilevel optimization
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