A continuous-time Hammerstein approach working with statistical experimental design

被引：0
|
作者：
Rollins, DK [1 ]
机构：
[1] Iowa State Univ Sci & Technol, Dept Chem Engn & Stat, Ames, IA 50011 USA
来源：
DYNAMIC MODEL DEVELOPMENT: METHODS, THEORY AND APPLICATIONS | 2003年 / 16卷
关键词：
D O I：
暂无
中图分类号：
TQ [化学工业];
学科分类号：
0817 ;
摘要：
Hammerstein modelling is a basic approach to dynamic predictive modelling of non-linear behaviour. The development of the continuous-time Hammerstein approach by Rollins, et al. (2002) provides a natural compatibility with statistical design of experiments (SDOE) and thus, allows for optimal experimentation and the efficient treatment of all non-linear and interactive effects. This approach is demonstrated on a theoretical Hammerstein model from literature and a real house-hold dryer with four inputs and five outputs.
引用
收藏
页码：159 / 173
页数：15
相关论文
共 50 条
  • [31] A Graphical User Interface (GUI) for a unified approach for continuous-time compensator design
    Cao, Minh
    Watkins, John
    O'Brien, Richard
    Computers in Education Journal, 2009, 19 (01): : 49 - 59
  • [32] Parameters Identification of Continuous-Time Hammerstein System with Advanced Gauss Pseudo spectral Method
    何颖
    戴明祥
    杨新民
    易文俊
    Journal of Donghua University(English Edition), 2016, 33 (05) : 803 - 808
  • [33] Refined Instrumental Variable Methods for Identification of Hammerstein Continuous-time Box Jenkins Models
    Laurain, V.
    Gilson, M.
    Garnier, H.
    Young, P. C.
    47TH IEEE CONFERENCE ON DECISION AND CONTROL, 2008 (CDC 2008), 2008, : 1386 - 1391
  • [34] Refined instrumental variable method for Hammerstein-Wiener continuous-time model identification
    Ni, Boyi
    Gilson, Marion
    Garnier, Hugues
    IET CONTROL THEORY AND APPLICATIONS, 2013, 7 (09): : 1276 - 1286
  • [35] Identification of Nonlinear Continuous-time Hammerstein Model using the Fourier Modulating Function Technique
    Seo, In-Yong
    Lee, Myeong-Soo
    Hong, Jin-Hyuk
    Lee, Yong-Kwan
    Suh, J. S.
    IECON 2004: 30TH ANNUAL CONFERENCE OF IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOL 2, 2004, : 1588 - 1593
  • [36] MODAL DESIGN OF CONTINUOUS-TIME TRACKING SYSTEMS
    CROSSLEY, TR
    INTERNATIONAL JOURNAL OF CONTROL, 1977, 25 (01) : 153 - 163
  • [37] The Continuous-Time Service Network Design Problem
    Boland, Natashia
    Hewitt, Mike
    Marshall, Luke
    Savelsbergh, Martin
    OPERATIONS RESEARCH, 2017, 65 (05) : 1303 - 1321
  • [38] Observer design for continuous-time dynamical systems
    Bernard, Pauline
    Andrieu, Vincent
    Astolfi, Daniele
    ANNUAL REVIEWS IN CONTROL, 2022, 53 : 224 - 248
  • [39] Successful design of cascaded continuous-time ΣΔ modulators
    Ortmanns, M
    Gerfers, F
    Samid, L
    Manoli, Y
    ICECS 2001: 8TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS AND SYSTEMS, VOLS I-III, CONFERENCE PROCEEDINGS, 2001, : 321 - 324
  • [40] A design and scheduling RTN continuous-time formulation
    Castro, PM
    Barbosa-Póvoa, AP
    Novais, AQ
    European Symposium on Computer-Aided Process Engineering-15, 20A and 20B, 2005, 20a-20b : 1213 - 1218
12345