Optimal operation: Scheduling, advanced control and their integration

被引:118
作者
Engell, Sebastian [2 ]
Harjunkoski, Iiro [1 ]
机构
[1] ABB AG, Corp Res Ctr, Ind Software & Applicat, D-68526 Ladenburg, Germany
[2] TU Dortmund, Proc Dynam & Operat Grp, Dortmund, Germany
关键词
Advanced control; Scheduling; Online optimization; Moving horizon techniques; Integration; Industrial challenges; CONTINUOUS-TIME FORMULATION; MODEL-PREDICTIVE CONTROL; INDUSTRIAL BATCH PLANT; SHORT-TERM; OPTIMIZING CONTROL; DYNAMIC OPTIMIZATION; EVOLUTIONARY ALGORITHM; DECOMPOSITION; UNCERTAINTY; STRATEGY;
D O I
10.1016/j.compchemeng.2012.06.039
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper discusses the integration of scheduling and advanced control. It gives a brief overview on the challenges for today's production systems, analyzes the functional hierarchy for plant operations and discusses similarities and differences between the two domains. Possible benefits of a closer integration are outlined and the realization of a tighter integration is discussed. This is followed by practical integration aspects and before the conclusions the main industrial requirements are highlighted. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:121 / 133
页数:13
相关论文
共 104 条
  • [1] Optimizing control of simulated moving beds - experimental implementation
    Abel, S
    Erdem, G
    Amanullah, M
    Morari, M
    Mazzotti, M
    Morbidelli, M
    [J]. JOURNAL OF CHROMATOGRAPHY A, 2005, 1092 (01) : 2 - 16
  • [2] A review on evolution of production scheduling with neural networks
    Akyol, Derya Eren
    Bayhan, G. Mirac
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2007, 53 (01) : 95 - 122
  • [3] [Anonymous], 2005, ANSIISA9500032005
  • [4] [Anonymous], 2009, Lectures on stochastic programming: modeling and theory
  • [5] Antoine M., 2008, 18 ANN JOINT ISA POW
  • [6] ARC Advisory Group, 2010, COLL PROC AUT SYST 2
  • [7] ARC Advisory Group, 2009, WORLDW OUTL MARK AN
  • [8] Model based operation of emulsion polymerization reactors with evaporative cooling: Application to vinyl acetate homopolymerization
    Arora, Sachin
    Gesthuisen, Ralf
    Engell, Sebastian
    [J]. COMPUTERS & CHEMICAL ENGINEERING, 2007, 31 (5-6) : 552 - 564
  • [9] Approximation to multistage stochastic optimization in multiperiod batch plant scheduling under demand uncertainty
    Balasubramanian, J
    Grossmann, IE
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2004, 43 (14) : 3695 - 3713
  • [10] Bartusiak R. D., 2005, INT WORKSH ASS FUT D, P3