Model predictive control with soft constraints with application to lime kiln control

被引:18
|
作者
Zanovello, R [1 ]
Budman, H [1 ]
机构
[1] Univ Waterloo, Dept Chem Engn, Waterloo, ON N2L 3G1, Canada
关键词
lime kiln; model predictive control; soft constraints;
D O I
10.1016/S0098-1354(99)00008-3
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A model predictive control algorithm with soft constraints is presented. The technique, finite number of weights model predictive control (FNWMPC), is based on the selection of a proper combination of weights when constraints are violated. Robust stability of the FNWMPC technique is studied using mu-structured singular value techniques. The algorithm is tested through simulations of a lime kiln control problem and is compared to other existing model predictive control techniques. (C) 1999 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:791 / 806
页数:16
相关论文
共 50 条
  • [1] MODEL PREDICTIVE CONTROL OF AN INDUSTRIAL LIME KILN
    CHAROS, GN
    ARKUN, Y
    TAYLOR, RA
    TAPPI JOURNAL, 1991, 74 (02): : 203 - 211
  • [2] Cascaded model predictive control of a rotary lime kiln
    Allison, B
    Ball, J
    PULP & PAPER-CANADA, 2004, 105 (01) : 51 - 56
  • [3] Cascaded model predictive control of a rotary lime kiln
    Allison, B.
    Ball, J.
    Pulp and Paper Canada, 2004, 105 (01): : 51 - 56
  • [4] Fast Model Predictive Control with soft constraints
    Richards, Arthur
    EUROPEAN JOURNAL OF CONTROL, 2015, 25 : 51 - 59
  • [5] Fast Model Predictive Control with Soft Constraints
    Richards, Arthur
    2013 EUROPEAN CONTROL CONFERENCE (ECC), 2013, : 1 - 6
  • [6] Predictive Control System Design for Lime Kiln Process
    Sunori, Sandeep Kumar
    Bisht, Vimal Singh
    Pant, Mohit
    Juneja, Pradeep
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SIGNAL, NETWORKS, COMPUTING, AND SYSTEMS (ICSNCS 2016), VOL 2, 2016, 396 : 197 - 204
  • [7] Practical aspects of model-predictive control implementation on an industrial lime kiln
    Valiquette, J
    Savoie, M
    Leclerc, M
    TAPPI JOURNAL, 1999, 82 (05): : 130 - 136
  • [8] Constraint-admissible sets for systems with soft constraints and their application in model predictive control
    Wang, Chen
    Ong, Chong-Jin
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2012, 22 (11) : 1229 - 1243
  • [9] AUTOMATING A LIME KILN CONTROL
    BLEVINS, T
    RICE, R
    TAPPI JOURNAL, 1983, 66 (03): : 103 - 105
  • [10] Fuzzy predictive temperature control for a class of metallurgy lime kiln models
    Feng, Xugang
    Huo, Shicheng
    Zhang, Jiayan
    Shen, Hao
    COMPLEXITY, 2016, 21 (S2) : 249 - 258