Fuzzy Model Based Predictive Control of Reaction Temperature in a Pilot Plant

被引：0
|
作者：
Manuel Escano, Juan [1 ]
Witheephanich, Kritchai [2 ]
Bordons, Carlos [3 ]
机构：
[1] Univ Loyola Andalucia, Seville, Spain
[2] Cork Inst Technol, Nimbus Ctr, Cork, Ireland
[3] Univ Seville, Seville, Spain
来源：
ADVANCES IN FUZZY LOGIC AND TECHNOLOGY 2017, VOL 2 | 2018年 / 642卷
关键词：
Fuzzy Model Predictive Control; Functional Principal Component Analysis; Fuzzy Dynamic Models;
D O I：
10.1007/978-3-319-66824-6_1
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A fuzzy model with reduced complexity has been developed to capture the nonlinear dynamics of a pilot plant in which the temperature of a reactor is controlled. The use of Functional Principal Component Analysis provides an ability to reduce the complexity of the model permitting the application of linear MPC for the nonlinear control problem.
引用
收藏
页码：1 / 11
页数：11
相关论文
共 50 条
  • [31] Temperature regulation of a pilot-scale batch reaction system via explicit model predictive control
    Sanchez-Cossio, Javier
    David Ortega-Alvarez, Juan
    Ocampo-Martinez, Carlos
    2015 IEEE 2ND COLOMBIAN CONFERENCE ON AUTOMATIC CONTROL (CCAC), 2015,
  • [32] Fuzzy model based model predictive control for biomass boiler
    Nibiret, Getinet Asimare
    Kassie, Abrham Tadesse
    International Journal of Engineering Research in Africa, 2024, 71 : 93 - 108
  • [33] Fuzzy model-based Smith predictive control and its application in superheated steam temperature control
    Guo, JZ
    Liu, WD
    ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS, 2003, : 1227 - 1230
  • [34] Predictive functional control based on fuzzy T-S model for HVAC systems temperature control
    Lü H.
    Jia L.
    Kong S.
    Zhang Z.
    Journal of Control Theory and Applications, 2007, 5 (1): : 94 - 98
  • [35] Predictive functional control based on fuzzy T-S model for HVAC systems temperature control
    Hongli L 1
    2.School of Mathematics Science
    Control Theory and Technology, 2007, (01) : 94 - 98
  • [36] Model Predictive Control of an Integrated Continuous Pharmaceutical Manufacturing Pilot Plant
    Mesbah, Ali
    Paulson, Joel A.
    Lakerveld, Richard
    Braatz, Richard D.
    ORGANIC PROCESS RESEARCH & DEVELOPMENT, 2017, 21 (06) : 844 - 854
  • [37] Predictive control based on fuzzy model for steam generator
    Andone, D
    Hossu, A
    2004 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, PROCEEDINGS, 2004, : 1245 - 1250
  • [38] Predictive control based on fuzzy model: A case study
    Lepetic, M
    Skrjanc, I
    Chiacchiarini, HG
    Matko, D
    10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3: MEETING THE GRAND CHALLENGE: MACHINES THAT SERVE PEOPLE, 2001, : 868 - 871
  • [39] Fuzzy-model-based hybrid predictive control
    Nunez, Alfredo
    Saez, Doris
    Oblak, Simon
    Skrjanc, Igor
    ISA TRANSACTIONS, 2009, 48 (01) : 24 - 31
  • [40] Multivariable predictive control algorithm based on fuzzy model
    Jin, Xiaoming
    Rong, Gang
    Wang, Shuqing
    Kongzhi yu Juece/Control and Decision, 1998, 13 (04): : 332 - 336
12345