Intelligent neurofuzzy model based control of electrically heated micro heat exchanger

被引:0
|
作者
Roudsari, FH [1 ]
Khajepour, M
Galily, M
机构
[1] Iran Telecommun Res Ctr, Tehran, Iran
[2] Minist Informat & Commun Technol ICT, Tehran, Iran
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An intelligent neurofuzzy model based controller is proposed for temperature control in a electrically heated micro heat exchanger. The dynamics of the plant, which shows some highly nonlinear behaviors, will be identified using a locally linear neurofuzzy model and then the predictive control will be applied to govern the dynamics of the plant. Simulation results of the proposed controller demonstrate the effectiveness of that.
引用
收藏
页码:603 / 607
页数:5
相关论文
共 50 条
  • [1] Design of intelligent predictive controller for electrically heated micro heat exchanger
    Roudsari, FH
    Jalili-Kharaajoo, M
    Khajepour, M
    [J]. ADVANCES IN INTELLIGENT COMPUTING, PT 2, PROCEEDINGS, 2005, 3645 : 286 - 295
  • [2] Brain emotional learning based intelligent controller applied to neurofuzzy model of micro-heat exchanger
    Rouhani, Hossein
    Jalili, Mahdi
    Araabi, Babak N.
    Eppler, Wolfgang
    Lucas, Caro
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2007, 32 (03) : 911 - 918
  • [3] Intelligent predictive control of micro heat exchanger
    Galily, M
    Roudsari, FH
    Fardis, M
    Yazdian, A
    [J]. NEURAL NETS, 2006, 3931 : 83 - 89
  • [4] Intelligent control of micro heat exchanger with locally linear identifier and emotional based controller
    Jalili-Kharaajoo, M
    [J]. INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING IDEAL 2005, PROCEEDINGS, 2005, 3578 : 179 - 186
  • [5] Model-Based Intelligent Simulation of Underground Heat Exchanger
    Fan, Bo
    Jin, Xinqiao
    Du, Zhimin
    Dong, Hua
    Yang, Xuebin
    [J]. 6TH INTERNATIONAL SYMPOSIUM ON HEATING, VENTILATING AND AIR CONDITIONING, VOLS I-III, PROCEEDINGS, 2009, : 1849 - 1856
  • [6] Nonlinear model-based control of a heat exchanger
    Albers, JE
    [J]. HYDROCARBON PROCESSING, 1999, 78 (11): : 101 - +
  • [7] Model based control of the heat exchanger system with accumulative heat reservoir
    Ahpichitpongchai, Panuwat
    Kamonwattana, Kamonchanok
    Intarit, Wiriya
    Wongvanich, Napasool
    Kongratana, Viriya
    [J]. 2019 19TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS 2019), 2019, : 1291 - 1295
  • [8] Fuzzy model-based predictive control of a heat exchanger
    Fischer, M
    Nelles, O
    Isermann, R
    [J]. ARTIFICIAL INTELLIGENCE IN REAL-TIME CONTROL 1997, 1998, : 409 - 414
  • [9] Adaptive predictive control of a heat exchanger based on a fuzzy model
    Fischer, M
    Nelles, O
    Isermann, R
    [J]. CONTROL ENGINEERING PRACTICE, 1998, 6 (02) : 259 - 269
  • [10] Intelligent Control of Electroactive Polymer Actuators Based on Fuzzy and Neurofuzzy Methodologies
    Druitt, Christopher M.
    Alici, Gursel
    [J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2014, 19 (06) : 1951 - 1962