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  • 标题:A Bilevel Programming Formulation for Dynamic Real-time Optimization ∗
  • 本地全文:下载
  • 作者:Mohammad Zamry Jamaludin ; Christopher L.E. Swartz
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2015
  • 卷号:48
  • 期号:8
  • 页码:906-911
  • DOI:10.1016/j.ifacol.2015.09.085
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractDue to ever-challenging global market conditions, plant economic optimization is becoming more critical. Recent advances have transformed the traditional steady-state real-time optimization (RTO) system of plant economic optimization to dynamic real-time optimization (DRTO) based on a dynamic prediction model. DRTO strategies that have been proposed perform economic optimization in an open-loop fashion without taking into account the presence of the plant control system. In this work, we propose a bilevel programming formulation for DRTO that includes effects of the closed-loop dynamics of an underlying constrained model predictive controller (MPC). The bilevel program is subsequently reformulated and solved as a single-level mathematical program with complementarity constraints (MPCC). We investigate the economics and control performance of the proposed strategy under varying MPC controller design parameters, and compare them to open-loop DRTO and rigorous multilevel closed-loop DRTO approaches.
  • 关键词:Keywordsreal-time optimizationeconomic optimizationmodel predictive controlcomplementarity constraintsback-off mechanism
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