Nonlinear Model-Predictive Control Using First-Principles Models

被引：0
|
作者：
Rhinehart, R. Russell [1 ]
机构：
[1] Oklahoma State Univ, Stillwater, OK 74074 USA
来源：
SMART SENSORS MEASUREMENT AND INSTRUMENTATION, CISCON 2021 | 2023年 / 957卷
关键词：
Process control; Nonlinear; Horizon predictive;
D O I：
10.1007/978-981-19-6913-3_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：
The common attribute in horizon-predictive control is the use of a dynamic model of the process and optimization to plan a sequence of future control actions to best make the model match a desired future path, while avoiding constraints. This paper describes a structure to use first-principles process models in horizonpredictive control, which contrasts the conventional use of linear empirical models derived from step-testing the process.
引用
收藏
页码：93 / 114
页数：22
相关论文
共 50 条
  • [1] STARTUP OF A DISTILLATION COLUMN USING NONLINEAR ANALYTICAL MODEL-PREDICTIVE CONTROL
    GANGULY, S
    SARAF, DN
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1993, 32 (08) : 1667 - 1675
  • [2] Fast Nonlinear Predictive Control and State Estimation of Distillation Columns Using First-Principles Reduced-order Model
    Goncalves, Guilherme A. A.
    Secchi, Argimiro R.
    Biscaia, Evaristo C., Jr.
    24TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, PTS A AND B, 2014, 33 : 715 - 720
  • [3] Adaptive control vector parameterization for nonlinear model-predictive control
    Hartwich, Arndt
    Schlegel, Martin
    Wuerth, Lynn
    Marquardt, Wolfgang
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2008, 18 (08) : 845 - 861
  • [4] ADAPTIVE MODEL-PREDICTIVE CONTROL FOR UNSTABLE NONLINEAR PROCESSES
    LEE, J
    PARK, S
    JOURNAL OF CHEMICAL ENGINEERING OF JAPAN, 1994, 27 (06) : 760 - 767
  • [5] Perceptive Locomotion Through Nonlinear Model-Predictive Control
    Grandia, Ruben
    Jenelten, Fabian
    Yang, Shaohui
    Farshidian, Farbod
    Hutter, Marco
    IEEE TRANSACTIONS ON ROBOTICS, 2023, 39 (05) : 3402 - 3421
  • [6] NONLINEAR MODEL-PREDICTIVE CONTROL OF A PACKED DISTILLATION COLUMN
    PATWARDHAN, AA
    EDGAR, TF
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1993, 32 (10) : 2345 - 2356
  • [7] NEURAL MODEL-PREDICTIVE CONTROL FOR NONLINEAR CHEMICAL PROCESSES
    SONG, JJ
    PARK, S
    JOURNAL OF CHEMICAL ENGINEERING OF JAPAN, 1993, 26 (04) : 347 - 354
  • [8] ON THE GLOBAL SOLUTION TO NONLINEAR MODEL-PREDICTIVE CONTROL ALGORITHMS THAT USE POLYNOMIAL-MODELS
    HERNANDEZ, E
    ARKUN, Y
    COMPUTERS & CHEMICAL ENGINEERING, 1994, 18 (06) : 533 - 536
  • [9] The nonlinear model-predictive control of a chemical plant using multiple neural networks
    H. Jazayeri-Rad
    Neural Computing & Applications, 2004, 13 : 2 - 15
  • [10] The nonlinear model-predictive control of a chemical plant using multiple neural networks
    Jazayeri-Rad, H
    NEURAL COMPUTING & APPLICATIONS, 2004, 13 (01): : 2 - 15
12345