An overview of nonlinear model predictive control applications

被引：0
|
作者：
Qin, SJ [1 ]
Badgwell, TA [1 ]
机构：
[1] Univ Texas, Dept Chem Engn, Austin, TX 78712 USA
来源：
NONLINEAR MODEL PREDICTIVE CONTROL | 2000年 / 26卷
关键词：
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：
This paper provides an overview of nonlinear model predictive control (NMPC) applications in industry, focusing primarily on recent applications reported by NMPC vendors. A brief summary of NMPC theory is presented to highlight issues pertinent to NMPC applications. Five industrial NMPC implementations are then discussed with reference to modeling, control, optimization, and implementation issues. Results from several industrial applications are presented to illustrate the benefits possible with NMPC technology. A discussion of future needs in NMPC theory and practice is provided to conclude the paper.
引用
收藏
页码：369 / 392
页数：24
相关论文
共 50 条
  • [21] Nonparametric nonlinear model predictive control
    Kashiwagi, H
    Li, Y
    KOREAN JOURNAL OF CHEMICAL ENGINEERING, 2004, 21 (02) : 329 - 337
  • [22] On optimality of nonlinear model predictive control
    Di Palma, Federico
    Magni, Lalo
    SYSTEMS & CONTROL LETTERS, 2007, 56 (01) : 58 - 61
  • [23] Economic nonlinear model predictive control
    Christofides, Panagiotis D.
    El-Farra, Nael H.
    JOURNAL OF PROCESS CONTROL, 2014, 24 (08) : 1155 - 1155
  • [24] Efficient nonlinear model predictive control
    Cannon, M
    Kouvaritakis, B
    Brooms, AC
    Lee, YI
    PROCEEDINGS OF THE 2000 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2000, : 255 - 259
  • [25] Economic Nonlinear Model Predictive Control
    Faulwasser, Timm
    Gruene, Lars
    Mueller, Matthias A.
    FOUNDATIONS AND TRENDS IN SYSTEMS AND CONTROL, 2018, 5 (01): : 1 - 98
  • [26] A perspective on nonlinear model predictive control
    Lorenz Theodor Biegler
    Korean Journal of Chemical Engineering, 2021, 38 : 1317 - 1332
  • [27] Nonparametric nonlinear model predictive control
    Hiroshi Kashiwagi
    Yun Li
    Korean Journal of Chemical Engineering, 2004, 21 : 329 - 337
  • [28] Nonlinear Model Predictive Control of Haemodialysis
    Yu, Tianhao
    Dua, Vivek
    29TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, PT B, 2019, 46 : 1285 - 1290
  • [29] Interpolation methods in model predictive control: an overview
    Rossiter, J. A.
    Ding, Y.
    INTERNATIONAL JOURNAL OF CONTROL, 2010, 83 (02) : 297 - 312
  • [30] Nonlinear Model Predictive Control of Quadcopter
    Merabti, H.
    Bouchachi, I.
    Belarbi, K.
    2015 16TH INTERNATIONAL CONFERENCE ON SCIENCES AND TECHNIQUES OF AUTOMATIC CONTROL AND COMPUTER ENGINEERING (STA), 2015, : 207 - 210
12345