The multi-step predictive control of nonlinear SISO processes with a neural model predictive control (NMPC) method

被引：15
作者：
Zhan, JX [1 ]
Ishida, M [1 ]
机构：
[1] TOKYO INST TECHNOL,RESOURCES UTILIZAT RES LAB,MIDORI KU,YOKOHAMA,KANAGAWA 226,JAPAN
来源：
COMPUTERS & CHEMICAL ENGINEERING | 1997年 / 21卷 / 02期
关键词：
D O I：
10.1016/0098-1354(95)00257-X
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
[No abstract available]
引用
收藏
页码：201 / 210
页数：10
相关论文
共 15 条
[1]   USE OF NEURAL NETS FOR DYNAMIC MODELING AND CONTROL OF CHEMICAL PROCESS SYSTEMS [J].
BHAT, N ;
MCAVOY, TJ .
COMPUTERS & CHEMICAL ENGINEERING, 1990, 14 (4-5) :573-583
[2]   IMPROVED INFEASIBLE PATH OPTIMIZATION FOR SEQUENTIAL MODULAR SIMULATORS .2. THE OPTIMIZATION ALGORITHM [J].
BIEGLER, LT ;
CUTHRELL, JE .
COMPUTERS & CHEMICAL ENGINEERING, 1985, 9 (03) :257-267
[3]  
Cutler C.R., 1980, P AM CONTR C
[4]   INTERNAL MODEL CONTROL .5. EXTENSION TO NONLINEAR-SYSTEMS [J].
ECONOMOU, CG ;
MORARI, M ;
PALSSON, BO .
INDUSTRIAL & ENGINEERING CHEMISTRY PROCESS DESIGN AND DEVELOPMENT, 1986, 25 (02) :403-411
[5]   INTERNAL MODEL CONTROL .1. A UNIFYING REVIEW AND SOME NEW RESULTS [J].
GARCIA, CE ;
MORARI, M .
INDUSTRIAL & ENGINEERING CHEMISTRY PROCESS DESIGN AND DEVELOPMENT, 1982, 21 (02) :308-323
[6]   MODEL PREDICTIVE CONTROL - THEORY AND PRACTICE - A SURVEY [J].
GARCIA, CE ;
PRETT, DM ;
MORARI, M .
AUTOMATICA, 1989, 25 (03) :335-348
[7]   CONTROL OF NONLINEAR-SYSTEMS USING POLYNOMIAL ARMA MODELS [J].
HERNANDEZ, E ;
ARKUN, Y .
AICHE JOURNAL, 1993, 39 (03) :446-460
[8]   NEURAL NETWORKS FOR CONTROL-SYSTEMS - A SURVEY [J].
HUNT, KJ ;
SBARBARO, D ;
ZBIKOWSKI, R ;
GAWTHROP, PJ .
AUTOMATICA, 1992, 28 (06) :1083-1112
[9]   NEURAL MODEL-PREDICTIVE CONTROL OF DISTRIBUTED-PARAMETER CRYSTAL-GROWTH PROCESS [J].
ISHIDA, M ;
ZHAN, JX .
AICHE JOURNAL, 1995, 41 (10) :2333-2336
[10]   CHARACTERISTICS OF POLICY-DRIVEN AND EXPERIENCE-DRIVEN NEURAL NETWORK WHEN APPLIED TO LEVEL CONTROL [J].
ISHIDA, M ;
ZHAN, JX .
JOURNAL OF CHEMICAL ENGINEERING OF JAPAN, 1992, 25 (05) :485-489
12