Parameter estimation of Wiener-Hammerstein models

被引：3
|
作者：
Emara-Shabaik, HE [1 ]
Ahmed, MS [1 ]
Al-Ajmi, KH [1 ]
机构：
[1] King Fahd Univ Petr & Minerals, Dept Syst Engn, Dhahran 31261, Saudi Arabia
来源：
JSME INTERNATIONAL JOURNAL SERIES C-MECHANICAL SYSTEMS MACHINE ELEMENTS AND MANUFACTURING | 2001年 / 44卷 / 01期
关键词：
Wiener-Hammerstein models; parameter estimation; offline methods;
D O I：
10.1299/jsmec.44.118
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Several algorithms, namely the Output Error (OE), the Equation Error (EE), the Prediction Error (PE), and the Instrumental Variable (IV), for parameter estimation of Wiener-Hammerstein models, are derived. Monte Carlo simulation results are provided showing the effectiveness, and comparing the performance of these algorithms.
引用
收藏
页码：118 / 124
页数：7
相关论文
共 50 条
  • [41] IDENTIFICATION AND COMPENSATION OF WIENER-HAMMERSTEIN SYSTEMS WITH FEEDBACK
    Bolstad, Andrew
    Miller, Benjamin A.
    Goodman, Joel
    Vian, James
    Kalyanam, Janani
    2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 4056 - 4059
  • [42] New method for identification of Wiener-Hammerstein model
    School of Automation and Information Engineering, Xi'an University of Technology, Xi'an 710048, China
    不详
    Kongzhi yu Juece Control Decis, 2008, 8 (929-934):
  • [43] Wiener-Hammerstein system identification - an evolutionary approach
    Naitali, Abdessamad
    Giri, Fouad
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2016, 47 (01) : 45 - 61
  • [44] Initial estimates for Wiener-Hammerstein models using phase-coupled multisines
    Tiels, Koen
    Schoukens, Maarten
    Schoukens, Johan
    AUTOMATICA, 2015, 60 : 201 - 209
  • [45] Parameter estimation of Wiener-Hammerstein system based on multi-population self-adaptive differential evolution algorithm
    Chu, Jie
    Li, Junhong
    Jiang, Yizhe
    Song, Weicheng
    Zong, Tiancheng
    ENGINEERING COMPUTATIONS, 2023, 40 (9/10) : 2248 - 2269
  • [46] Initialization of nonlinear state-space models applied to the Wiener-Hammerstein benchmark
    Marconato, Anna
    Sjoberg, Jonas
    Schoukens, Johan
    CONTROL ENGINEERING PRACTICE, 2012, 20 (11) : 1126 - 1132
  • [47] Identification of Wiener-Hammerstein models using linear interpolation in the frequency domain (LIFRED)
    Tan, AH
    Godfrey, K
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2002, 51 (03) : 509 - 521
  • [48] Stabilizability and dead-beat controllers for two classes of Wiener-Hammerstein models
    Nesic, D
    Bastin, G
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1999, 44 (11) : 2068 - 2071
  • [49] Development of adaptive dual predictive control schemes based on Wiener-Hammerstein models
    Kumar, Kunal
    Patwardhan, Sachin C.
    Noronha, Santosh
    JOURNAL OF PROCESS CONTROL, 2022, 119 : 68 - 85
  • [50] Structure Detection of Wiener-Hammerstein Systems With Process Noise
    Zhang, Erliang
    Schoukens, Maarten
    Schoukens, Johan
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2017, 66 (03) : 569 - 576
12345