Research on Dynamic Model of Preheater base on RBF-ARX Model

被引：0
|
作者：
Yuan, Zhugang [1 ]
Wang, Junjian [1 ]
机构：
[1] Univ Jinan, Sch Control Sci & Engn, Jinan 250022, Shandong, Peoples R China
来源：
HIS 2009: 2009 NINTH INTERNATIONAL CONFERENCE ON HYBRID INTELLIGENT SYSTEMS, VOL 2, PROCEEDINGS | 2009年
关键词：
preheater; dynamic model; RBF-ARX model;
D O I：
10.1109/HIS.2009.144
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
preheater has the characteristic of strongly nonlinear, large-lag, serious coupling, greatly disturbed etc. Building a dynamic model of preheater is very difficult. In this paper, the work principle of preheater was analyzed; some key parameters were selected, and preheater was described by a dynamic model which is based on RBF-ARX model. Emphasis is also put on the design of the structure of RBF-ARX model, identification, parameter optimization and so on. The results of simulation studies finally show the effectiveness of this dynamic model based on RBF-ARX.
引用
收藏
页码：158 / 162
页数：5
相关论文
共 50 条
  • [1] Model selection for RBF-ARX models
    Chen, Qiong-Ying
    Chen, Long
    Su, Jian-Nan
    Fu, Ming-Jian
    Chen, Guang-Yong
    APPLIED SOFT COMPUTING, 2022, 121
  • [2] An indirect modelino-method for RBF-ARX model
    Wu, Jun
    Peng, Hui
    Hasegawa, Kazuhiko
    Maki, Atsuo
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 1683 - 1689
  • [3] Optimization design of RBF-ARX model and application research on flatness control system
    Zhang, Xiu-Ling
    Cheng, Long
    Hao, Shuang
    Gao, Wu-Yang
    Lai, Yong-Jin
    OPTIMAL CONTROL APPLICATIONS & METHODS, 2017, 38 (01): : 19 - 35
  • [4] A Variable Projection Approach for Efficient Estimation of RBF-ARX Model
    Gan, Min
    Li, Han-Xiong
    Peng, Hui
    IEEE TRANSACTIONS ON CYBERNETICS, 2015, 45 (03) : 476 - 485
  • [5] RBF-ARX model of an industrial furnace for drying olive pomace
    Casanova-Pelaez, P. J.
    Cruz-Peragon, F.
    Palomar-Carnicero, J. M.
    Dorado, R.
    Lopez-Garcia, R.
    ENERGY CONVERSION AND MANAGEMENT, 2012, 64 : 106 - 112
  • [6] RBF-ARX Model-Based Modeling and Control of Quadrotor
    Wu, Jun
    Peng, Hui
    Chen, Qing
    2010 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, 2010, : 1731 - 1736
  • [7] Swing Process Model Design of a Cutter Suction Dredger Based on RBF-ARX Model
    Jiang, Shuang
    Ni, Fusheng
    Qian, Lina
    3RD INTERNATIONAL CONFERENCE ON AUTOMATION, CONTROL AND ROBOTICS ENGINEERING (CACRE 2018), 2018, 428
  • [8] A Model Predictive Control Approach to Inverted Pendulum System Based on RBF-ARX Model
    Tian, Xiaoying
    Peng, Hui
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 3559 - 3564
  • [9] Robust MPC based on multivariable RBF-ARX model for nonlinear systems
    Peng, Hui
    Gui, Weihua
    Nakano, Kazushi
    Shioya, Hideo
    2005 44TH IEEE CONFERENCE ON DECISION AND CONTROL & EUROPEAN CONTROL CONFERENCE, VOLS 1-8, 2005, : 3777 - 3782
  • [10] Nonlinear system modeling and robust predictive control based on RBF-ARX model
    Peng, Hui
    Yang, Zi-Jiang
    Gui, Weihua
    Wu, Min
    Shioya, Hideo
    Nakano, Kazushi
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2007, 20 (01) : 1 - 9
12345