Optimal control in chemical engineering: Past, present and future

被引:19
|
作者
Nolasco, Eduardo [1 ]
Vassiliadis, Vassilios S. [2 ]
Kaehm, Walter [3 ]
Adloor, Sai Darshan [1 ]
Al Ismaili, Riham [4 ]
Conejeros, Raul [5 ]
Espaas, Thomas [1 ]
Gangadharan, Nishanthi [1 ]
Mappas, Vasileios [1 ]
Scott, Felipe [6 ]
Zhang, Qianyue [1 ]
机构
[1] Univ Cambridge, Dept Chem Engn & Biotechnol, Cambridge, England
[2] Cambridge Simulat Solut LTD, Cambridge, England
[3] LANXESS Deutschland GmbH, Kaiser Wilhelm Allee, Cambridge, Germany
[4] Petr Dev Oman LLC, Muscat, Oman
[5] Pontificia Univ Catolica Valparaiso, Escuela Ingn Bioquim, Valparaiso, Chile
[6] Univ Los Andes Chile, Fac Ingn & Ciencias Aplicadas, Green Technol Res Grp, Santiago, Chile
基金
英国工程与自然科学研究理事会;
关键词
Roger W; H; Sargent; Optimal control; Process systems engineering; Calculus of variations; Model predictive control; Multistage optimal control problems; Dynamic flux balance analysis; Global optimization; Maintenance of decaying performance processes; MODEL-PREDICTIVE CONTROL; FLUX BALANCE ANALYSIS; DETERMINISTIC GLOBAL OPTIMIZATION; SEQUENTIAL MODULAR SIMULATORS; INFEASIBLE PATH OPTIMIZATION; HEAT-EXCHANGER NETWORKS; DYNAMIC OPTIMIZATION; SACCHAROMYCES-CEREVISIAE; PARAMETER-ESTIMATION; STABILITY-CRITERION;
D O I
10.1016/j.compchemeng.2021.107528
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Roger W.H. Sargent (1926-2018) was an unprecedented pioneer who foresaw the role that mathematical and computational tools would have in chemical engineering. His visionary work created the multidisci-plinary field of Process Systems Engineering (PSE), a field that acts as a central hub influencing all sub-fields of chemical engineering. His particular interest in optimal control applied to industrial processes led him to develop numerical techniques to solve large-scale optimal control problems. In this work, a brief overview of the theory of optimal control is offered, spanning from its roots in calculus of varia-tions to Pontryagin's maximum principle and some of its extensions. Furthermore, important contribu-tions made by Sargent and his students are presented. Selected applications currently found in literature are presented as well-ranging from classical chemical engineering systems to bioprocesses. Some future perspectives of the field are also presented in the concluding section. (c) 2021 Published by Elsevier Ltd.
引用
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页数:16
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