Identification of Multivariable Fractional Order Systems

被引：16
|
作者：
Djamah, Tounsia [1 ]
Bettayeb, Maamar [2 ,3 ]
Djennoune, Said [1 ]
机构：
[1] Univ M Mammeri Tizi Ouzou, L2CSP, Tizi Ouzou, Algeria
[2] Univ Sharjah, Dept Elect & Comp Engn, Sharjah, U Arab Emirates
[3] King Abdulaziz Univ, Jeddah, Saudi Arabia
来源：
ASIAN JOURNAL OF CONTROL | 2013年 / 15卷 / 03期
关键词：
Fractional order; Guidorzi canonical form; multivariable identification; output error method; sensitivity functions;
D O I：
10.1002/asjc.675
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper deals with identification of multivariable fractional order systems. The state space model is used, based on the Guidorzi canonical form. An output error identification approach is used, and the parametric sensitivity functions model is developed as a multivariable fractional model. Its simulation is carried out using the fractional bounded integration operator. Different simulations test the method efficiency, and its statistical performance is analyzed, using Monte Carlo simulation at various signal-to-noise ratios.
引用
收藏
页码：741 / 750
页数：10
相关论文
共 50 条
  • [1] Fractional comparison method and asymptotic stability results for multivariable fractional order systems
    Lenka, Bichitra Kumar
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2019, 69 : 398 - 415
  • [2] Identification of the order in fractional discrete systems
    Ponce, Rodrigo
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2024, 47 (12) : 9758 - 9768
  • [3] Multivariable Fractional Order PI Autotuning Method for Heterogeneous Dynamic Systems
    Cajo, Ricardo
    Muresan, Cristina I.
    Ionescu, Clara M.
    De Keyser, Robin
    Plaza, Douglas
    IFAC PAPERSONLINE, 2018, 51 (04): : 865 - 870
  • [4] Fractional Order PID Controller Design for Multivariable Systems using TLBO
    Bhookya, Jailsingh
    Jatoth, Ravi Kumar
    CHEMICAL PRODUCT AND PROCESS MODELING, 2020, 15 (02):
  • [5] A MATLAB Toolbox for Multivariable Linear Fractional-order Control Systems
    Xue, Dingyu
    Li, Tingxue
    Liu, Lu
    2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 1894 - 1899
  • [6] Frequency domain identification of fractional order systems
    Li, Wang
    Zhang, Guo-Qing
    Wang, Yong
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2010, 27 (08): : 1118 - 1122
  • [7] Identification of Linear Fractional Systems of Commensurate Order
    Charef, A.
    Idiou, D.
    Djouambi, A.
    Voda, A.
    2013 3D INTERNATIONAL CONFERENCE ON SYSTEMS AND CONTROL (ICSC), 2013,
  • [8] Identification Discrete Fractional Order Hammerstein Systems
    Ivanov, D. V.
    2015 INTERNATIONAL SIBERIAN CONFERENCE ON CONTROL AND COMMUNICATIONS (SIBCON), 2015,
  • [9] HEURISTIC IDENTIFICATION OF FRACTIONAL-ORDER SYSTEMS
    Sandera, Cenek
    Kisela, Tomas
    Seda, Milos
    16TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MENDEL 2010, 2010, : 550 - 557
  • [10] Graphical PID tuning method for uncertain fractional-order multivariable systems
    Chu, Minghui
    Xu, Chi
    Chu, Jizheng
    JOURNAL OF VIBROENGINEERING, 2019, 21 (08) : 2273 - 2285
12345