Optimal control using integrated system optimisation and parameter estimation

被引:0
作者
Roberts, PD [1 ]
机构
[1] City Univ London, Control Engn Res Ctr, London EC1V 0HB, England
来源
LARGE SCALE SYSTEMS: THEORY AND APPLICATIONS 2001 (LSS'01) | 2001年
关键词
optimisation; optimal control; nonlinear systems; hierarchical control; decomposition;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Integrated system optimisation and parameter estimation is a technique for solving nonliner model-based optimisation problems, which specifically takes into account model reality differences. The paper, which is essentially a survey of work performed over a period greater than the last two decades, illustrates how the technique can be applied to steady-state optimising control and to dynamic optimal control problems, including decomposition and hierarchical control formulations. Copyright (C) 2001 IFAC.
引用
收藏
页码:7 / 18
页数:12
相关论文
共 60 条
[1]   SINGLE ITERATIVE ALGORITHM WITH GLOBAL FEEDBACK FOR INTEGRATED SYSTEM OPTIMIZATION AND PARAMETER-ESTIMATION OF LARGE-SCALE INDUSTRIAL-PROCESSES - OPTIMALITY, CONVERGENCE AND SIMULATION [J].
AMINI, Z ;
LIN, J ;
ROBERTS, PD .
IEE PROCEEDINGS-D CONTROL THEORY AND APPLICATIONS, 1992, 139 (05) :447-459
[2]  
[Anonymous], 1965, Mathematics of computation, DOI DOI 10.1090/S0025-5718-1965-0198670-6
[3]  
Ascher U.M., 1998, COMPUTER METHODS ORD, V61
[4]   ADAPTIVE ONLINE STEADY-STATE OPTIMIZATION OF SLOW DYNAMIC PROCESSES [J].
BAMBERGER, W ;
ISERMANN, R .
AUTOMATICA, 1978, 14 (03) :223-230
[5]  
BECCERRA VM, 1996, P IFAC S NONL CONTR
[6]  
Becerra V. M., 1995, Proceedings of the Third European Control Conference. ECC 95, P1255
[7]   Dynamic integrated system optimization and parameter estimation for discrete time optimal control of nonlinear systems [J].
Becerra, VM ;
Roberts, PD .
INTERNATIONAL JOURNAL OF CONTROL, 1996, 63 (02) :257-281
[8]   Integrating predictive control and economic optimisation [J].
Becerra, VM ;
Abu-El-zeet, ZH ;
Roberts, PD .
COMPUTING & CONTROL ENGINEERING JOURNAL, 1999, 10 (05) :198-208
[9]   Novel developments in process optimisation using predictive control [J].
Becerra, VM ;
Roberts, PD ;
Griffiths, GW .
JOURNAL OF PROCESS CONTROL, 1998, 8 (02) :117-138
[10]   Application of a novel optimal control algorithm to a benchmark fed-batch fermentation process [J].
Becerra, VM ;
Roberts, PD .
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 1998, 20 (01) :11-18