An Addendum to Continuous-Time Dynamic System Identification with Multisine Random Excitations - From Frequency Response to Transfer Function

被引:0
|
作者
Figwer, Jaroslaw [1 ]
机构
[1] Silesian Tech Univ, Inst Automat Control, Akad 16, PL-44100 Gliwice, Poland
关键词
OPTIMIZATION; METAHEURISTICS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper an approximation algorithm allowing to calculate parameters of rational and fractional continuous-time transfer functions as well as transfer functions being their series connections with delay from the identified frequency response is proposed. Parameters of the mentioned transfer functions are obtained by an optimisation algorithm utilizing ideas of randomized search. The presented discussion is illustrated by simulation experiments devoted to calculating parameters of rational, rational with delay and fractional with delay transfer function approximations. The corresponding frequency responses are identified using an approach in which as an excitation are used realisations of continuous-time multisine random processes.
引用
下载
收藏
页码:331 / 336
页数:6
相关论文
共 37 条
  • [31] Continuous-time system identification using compactly-supported filter kernels generated from Laguerre basis functions
    Kinoshita, Yasuhiro
    Ohta, Yoshito
    49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, : 4461 - 4466
  • [32] A PREDICTION-ERROR ESTIMATION ALGORITHM FOR THE RECONSTRUCTION OF LINEAR AND NONLINEAR CONTINUOUS-TIME MODELS FROM FREQUENCY-RESPONSE DATA
    TSANG, KM
    BILLINGS, SA
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1992, 23 (09) : 1533 - 1538
  • [33] TRANSFER-FUNCTION MATRIX IDENTIFICATION FROM INPUT-OUTPUT FREQUENCY-RESPONSE DATA
    GAO, ZQ
    TABACHNIK, B
    SAVESCU, RV
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 1994, 331B (04): : 435 - 448
  • [34] Frequency Response From Solar PV: A Dynamic Equivalence Closed-Loop System Identification Approach
    Dozein, Mehdi Ghazavi
    Chaspierre, Gilles
    Mancarella, Pierluigi
    Panciatici, Patrick
    Van Cutsem, Thierry
    IEEE SYSTEMS JOURNAL, 2022, 16 (01): : 713 - 722
  • [35] DYNAMIC PARAMETERS ESTIMATION AND FAULT IDENTIFICATION FROM RANDOM RESPONSE OF ROLLING ELEMENT BEARING IN A ROTOR BEARING SYSTEM
    Kumar, Pankaj
    Narayanan, S.
    Gupta, Sayan
    PROCEEDINGS OF THE ASME GAS TURBINE INDIA CONFERENCE, 2019, VOL 1, 2020,
  • [36] ALGORITHM TO EVALUATE TIME RESPONSE OF A LINEAR BIOLOGICAL SYSTEM FROM ITS TRANSFER-FUNCTION
    KITNEY, RI
    SHELDRAKE, A
    COMPUTERS AND BIOMEDICAL RESEARCH, 1973, 6 (06): : 570 - 577
  • [37] Identification of characteristic time constants in the initial dynamic response of electric double layer capacitors from high-frequency electrochemical impedance
    Moya, A. A.
    JOURNAL OF POWER SOURCES, 2018, 397 : 124 - 133