A Performance-Oriented Robust Framework for the Online Model-Based Optimization and Control of (Fed-)Batch Systems

被引:0
|
作者
Rossi, Francesco [1 ,2 ]
Manenti, Flavio [1 ]
Reklaitis, Gintaras [2 ]
Buzzi-Ferraris, Guido [1 ]
机构
[1] Politecn Milan, Dipartimento Chim Mat & Ingn Chim Giulio Natta, I-20123 Milan, Italy
[2] Purdue Univ, Sch Chem Engn, W Lafayette, IN 47907 USA
关键词
robust optimal control; robust dynamic optimization; multi-scenario programming; DYNAMIC OPTIMIZATION; PREDICTIVE CONTROL; IMPLEMENTATION; REACTOR;
D O I
暂无
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
A new performance-oriented approach to robust real-time optimization and/or optimal control is developed. It relies on a scenario-based framework and ensures attainment of the robustness of the worst-case approach while allowing significant reduction in the loss in process performance measures, such as profitability. The effectiveness of the proposed robust strategy is demonstrated on the Williams-Otto fed-batch reactor and its profitability is shown to be superior to that of the worst-case approach.
引用
收藏
页码:1517 / 1522
页数:6
相关论文
共 50 条
  • [21] Optimized Virtual Model Reference Control for Ride and Handling Performance-Oriented Semiactive Suspension Systems
    Chiang, Hsin-Han
    Lee, Lian-Wang
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2015, 64 (05) : 1679 - 1690
  • [22] Model-based framework for enhanced and controlled operation of a fed-batch bioreactor: xylitol production
    Hernandez-Escoto, Hector
    Andres Prado-Rubio, Oscar
    Morales-Rodriguez, Ricardo
    26TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING (ESCAPE), PT A, 2016, 38A : 301 - 306
  • [23] Model-Based Energy Optimization of Automotive Control Systems
    Katoen, Joost-Pieter
    Noll, Thomas
    Wu, Hao
    Santen, Thomas
    Seifert, Dirk
    DESIGN, AUTOMATION & TEST IN EUROPE, 2013, : 761 - 766
  • [24] Model-Based Control for Fed-Batch Enzymatic Hydrolysis Reactor of Lignocellulosic Biomass
    Areeya, Sukunya
    Tawai, Atthasit
    Sriariyanun, Malinee
    2020 6TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND ROBOTICS (ICCAR), 2020, : 536 - 540
  • [25] Fed-batch cultivation of animal cells -: A challenge to adaptive model-based control
    Frahm, B
    Hass, VC
    Lane, P
    Munack, A
    Märkl, H
    Pörtner, R
    CHEMIE INGENIEUR TECHNIK, 2003, 75 (04) : 457 - 460
  • [26] Model-based On-Line Optimization Framework for Semi-batch Polymerization Reactors
    Jung, Tae Y.
    Nie, Yisu
    Lee, J. H.
    Biegler, L. T.
    IFAC PAPERSONLINE, 2015, 48 (08): : 164 - 169
  • [27] Model-based optimization and pO2 control of fed-batch Escherichia coli and Saccharomyces cerevisiae cultivation processes
    Galvanauskas, Vytautas
    Grigs, Oskars
    Vanags, Juris
    Dubencovs, Konstantins
    Stepanova, Valerija
    ENGINEERING IN LIFE SCIENCES, 2013, 13 (02): : 172 - 184
  • [28] Performance evaluation for Model-Based Networked Control Systems
    Montestruque, Luis A.
    Antsaklis, Panos J.
    NETWORKED EMBEDDED SENSING AND CONTROL, 2006, 331 : 231 - 249
  • [29] Performance-Oriented Adaptive Robust Control of a Class of Nonlinear Systems Preceded by Unknown Dead Zone With Comparative Experimental Results
    Hu, Chuxiong
    Yao, Bin
    Wang, Qingfeng
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2013, 18 (01) : 178 - 189
  • [30] Fuzzy Model-Based Robust Networked Control for a Class of Nonlinear Systems
    Zhang, Huaguang
    Li, Ming
    Yang, Jun
    Yang, Dedong
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2009, 39 (02): : 437 - 447