Multi-loop decentralized PID control based on covariance control criteria: An LMI approach

被引:21
作者
Huang, X [1 ]
Huang, B [1 ]
机构
[1] Univ Alberta, Dept Chem & Mat Engn, Edmonton, AB T6G 2G6, Canada
关键词
PID; covariance control; LMI; semidefinite programming;
D O I
10.1016/S0019-0578(07)60019-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
PID control is well known and widely applied in industry and many design algorithms are readily available in the literature. However, systematic design of multi-loop or decentralized PID control for multivariable, processes to meet certain objectives simultaneously is still a challenging task. Designing multi-loop PID controllers such that the process variables satisfy the generalized covariance constraints is studied in this paper. A convergent computational algorithm is proposed to calculate the multi-loop PID controller for a process with stable disturbances. This algorithm is then extended to a process with random-walk disturbances. The feasibility of the proposed algorithm is verified by applying it to several simulation examples. (C) 2004 ISA-The Instrumentation, Systems, and Automation Society.
引用
收藏
页码:49 / 59
页数:11
相关论文
共 27 条
[1]  
ASTROM K, 1995, PID CONTROLLER
[2]  
Astrom K.J.., 1970, INTRO STOCHASTIC CON
[3]   Robust multiloop PID controller design: A successive semidefinite programming approach [J].
Bao, J ;
Forbes, JF ;
McLellan, PJ .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1999, 38 (09) :3407-3419
[4]  
Boy S., 1994, Linear MatrixInequalities in System and Control Theory
[5]  
Cohen G., 1953, Transactions of the ASME, P827, DOI DOI 10.1115/1.4015451
[6]   A cone complementarity linearization algorithm for static output-feedback and related problems [J].
ElGhaoui, L ;
Oustry, F ;
AitRami, M .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1997, 42 (08) :1171-1176
[7]  
Gahinet P., 1995, LMI Control Toolbox
[8]   Robust PID controller design via LMI approach [J].
Ge, M ;
Chiu, MS ;
Wang, QG .
JOURNAL OF PROCESS CONTROL, 2002, 12 (01) :3-13
[9]  
HUANG X, 2002, LQG CONTROL GEN COVA
[10]  
Inoue A, 2000, P AMER CONTR CONF, P4184, DOI 10.1109/ACC.2000.877009