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

页码：159 / 173

页数：15

共 50 条

[1] Continuous-time Hammerstein system identification
Greblicki, W
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2000, 45 (06) : 1232 - 1236
[2] Recursive identification of continuous-time Hammerstein systems
Greblicki, W
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2002, 33 (12) : 969 - 977
[3] Continuous-time Hammerstein nonlinear modeling applied to distillation
Bhandari, N
Rollins, D
AICHE JOURNAL, 2004, 50 (02) : 530 - 533
[4] A Rigorous Approach to the Robust Design of Continuous-Time ΣΔ Modulators
De Vuyst, Bart
Rombouts, Pieter
Gielen, Georges
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2011, 58 (12) : 2829 - 2837
[5] Frequency Domain Identification of Continuous-Time Hammerstein Systems With Adaptive Continuous-Time Rational Orthonormal Basis Functions
Mi, Wen
Zhang, Liming
Zheng, Wei Xing
Zhang, Sheng
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2023, 68 (12) : 8044 - 8051
[6] A hybrid metaheuristic algorithm for identification of continuous-time Hammerstein systems
Jui, Julakha Jahan
Ahmad, Mohd Ashraf
APPLIED MATHEMATICAL MODELLING, 2021, 95 : 339 - 360
[7] Continuous-time Hammerstein system identification from sampled data
Greblicki, Wlodzimierz
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2006, 51 (07) : 1195 - 1200
[8] Continuous-time adaptive controller design with adjustments working in sliding mode
Stanchev, SP
ADAPTIVE SYSTEMS IN CONTROL AND SIGNAL PROCESSING 1998, 2000, : 249 - 254
[9] Design of a Continuous-Time ΣΔ Modulator Using the Time Domain Quantization Approach
Tamaddon, Mohsen
Yavari, Mohammad
2014 22nd Iranian Conference on Electrical Engineering (ICEE), 2014, : 215 - 219
[10] An LMI approach to continuous-time observer design with stochastic resilience
Jeong, Chung Seop
Yaz, Edwin Engin
Yaz, Yvonne Ke
2007 AMERICAN CONTROL CONFERENCE, VOLS 1-13, 2007, : 380 - +

← 1 2 3 4 5 →