FAST ALGORITHMS FOR GENERALIZED PREDICTIVE CONTROL

被引:3
作者
CHISCI, L [1 ]
GARULLI, A [1 ]
ZAPPA, G [1 ]
机构
[1] UNIV FLORENCE,DIPARTIMENTO SISTEMI & INFORMAT,VIA SANTA MARTA 3,I-50139 FLORENCE,ITALY
关键词
LINEAR QUADRATIC CONTROL; PREDICTIVE CONTROL; COMPUTATIONAL METHODS; FAST ALGORITHMS;
D O I
10.1016/0167-6911(94)90066-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Fast algorithms for generalized predictive control (GPC) are derived by adopting an approach whereby dynamic programming and a polynomial formulation are jointly exploited. They consist of a set of coupled linear polynomial recursions by which the dynamic output feedback GPC law is recursively computed with only O(Nn) computations for an n-th order plant and N-steps prediction horizon.
引用
收藏
页码:339 / 348
页数:10
相关论文
共 6 条
[1]  
Bitmead RR., 1990, ADAPTIVE OPTIMAL CON
[2]   A SYSTOLIC ARCHITECTURE FOR ITERATIVE LQ OPTIMIZATION [J].
CHISCI, L ;
ZAPPA, G .
AUTOMATICA, 1991, 27 (05) :799-810
[3]   FAST PARALLEL ALGORITHMS FOR QR AND TRIANGULAR FACTORIZATION [J].
CHUN, J ;
KAILATH, T ;
LEVARI, H .
SIAM JOURNAL ON SCIENTIFIC AND STATISTICAL COMPUTING, 1987, 8 (06) :899-913
[4]   APPLICATION OF GENERALIZED PREDICTIVE CONTROL TO INDUSTRIAL PROCESSES. [J].
Clarke, David W. .
IEEE Control Systems Magazine, 1988, 8 (02) :49-55
[5]   GENERALIZED PREDICTIVE CONTROL .1. THE BASIC ALGORITHM [J].
CLARKE, DW ;
MOHTADI, C ;
TUFFS, PS .
AUTOMATICA, 1987, 23 (02) :137-148
[6]   SOME NEW ALGORITHMS FOR RECURSIVE ESTIMATION IN CONSTANT, LINEAR, DISCRETE-TIME SYSTEMS [J].
MORF, M ;
SIDHU, GS ;
KAILATH, T .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (04) :315-323