Fuzzy model-based predictive temperature control

被引:0
|
作者
Kozák, S [1 ]
Vassileva, S [1 ]
Kozáková, A [1 ]
机构
[1] Slovak Univ Technol Bratislava, Fac Elect Engn & Informat Technol, Dept Automat Control Syst, Bratislava 81219, Slovakia
来源
ESS'98 - SIMULATION TECHNOLOGY: SCIENCE AND ART | 1998年
关键词
fuzzy logic control (FLC); NN-based adaptive rule base optimization; ANFIS; viscosity temperature control; simulation;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Fuzzy logic is a fruitful approach in many control applications where conventional strategies call for long lookup tables or complex equation solving. Fuzzy mechanism employment can result in a higher accuracy and smoother control as well. Due to the complexity of optimal temperature control in industry a fuzzy logic controller (FLC) has been developed in internal fuzzy process model-based control sense. The FLC structure has been fine-tuned by implementing the adaptive neuro-fuzzy inference system (ANFIS) involved in the Fuzzy Toolbox of Matlab with Simulink, ver. 5.1.
引用
收藏
页码:313 / 317
页数:5
相关论文
共 50 条
  • [1] Fuzzy model-based predictive control
    Universite Catholique de Louvain, Louvain-la-Neuve, Belgium
    Proc IEEE Conf Decis Control, (2927-2929):
  • [2] Fuzzy model-based predictive control
    Hadjili, ML
    Wertz, V
    Scorletti, G
    PROCEEDINGS OF THE 37TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 1998, : 2927 - 2929
  • [3] Hybrid fuzzy model-based predictive control of temperature in a batch reactor
    Karer, Gorazd
    Music, Gasper
    Skrjanc, Igor
    Zupancic, Borut
    COMPUTERS & CHEMICAL ENGINEERING, 2007, 31 (12) : 1552 - 1564
  • [4] Multiple fuzzy model-based temperature predictive control for HVAC systems
    He, M
    Cai, WJ
    Li, SY
    INFORMATION SCIENCES, 2005, 169 (1-2) : 155 - 174
  • [5] Fuzzy model-based predictive control by instantaneous linearization
    Abonyi, J
    Nagy, L
    Szeifert, F
    FUZZY SETS AND SYSTEMS, 2001, 120 (01) : 109 - 122
  • [6] Fuzzy model-based predictive control of a heat exchanger
    Fischer, M
    Nelles, O
    Isermann, R
    ARTIFICIAL INTELLIGENCE IN REAL-TIME CONTROL 1997, 1998, : 409 - 414
  • [7] 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
  • [8] A stable model-based fuzzy predictive control based on fuzzy dynamic programming
    Belarbi, Khaled
    Megri, Faycal
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2007, 15 (04) : 746 - 754
  • [9] FUZZY MODEL-BASED FUZZY PREDICTIVE CONTROLLERS
    BATUR, C
    SRINIVASAN, A
    CHAN, CC
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 1995, 3 (02) : 117 - 130
  • [10] Adaptive estimation for fuzzy TSK model-based predictive control
    Linkens, DA
    Kandiah, S
    Mahfouf, M
    ADAPTIVE SYSTEMS IN CONTROL AND SIGNAL PROCESSING 1998, 2000, : 195 - 200