System identification in hydraulic servo system with diagonal recurrent neural networks

被引：0

作者：

Chen, P ^{[1
]}

Qiu, LH ^{[1
]}

机构：

[1] Beijing Univ Aeronaut & Astronaut, Coll Automat Sci & Elect Engn, Beijing 100083, Peoples R China

来源：

PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON FLUID POWER TRANSMISSION AND CONTROL (ICFP'2001) | 2001年

关键词：

hydraulic servo system; Diagonal Recurrent Neural Networks (DRNN); system identification;

D O I：

暂无

中图分类号：

TH [机械、仪表工业];

学科分类号：

0802 ;

摘要：

This paper points out that the Diagonal Recurrent Neural Networks (DRNN) can deal with the dynamical system more effectively. We use this neural networks to identify the hydraulic servo system dynamical performance The adjustment of weight is the algorithm that take time varied into account. The simulation results and experiments testified that this method could rapidly and exactly get the dynamical performance.

引用

下载

页码：499 / 503

页数：5

共 50 条

[21] NONLINEAR SYSTEM IDENTIFICATION BASED ON INTERNAL RECURRENT NEURAL NETWORKS
Puscasu, Gheorghe
Codres, Bogdan
Stancu, Alexandru
Murariu, Gabriel
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 2009, 19 (02) : 115 - 125
[22] ℒ2–ℒ∞ nonlinear system identification via recurrent neural networks
Choon Ki Ahn
Nonlinear Dynamics, 2010, 62 : 543 - 552
[23] A new approach based on recurrent neural networks for system identification
Kalinli, A
Sagiroglu, S
COMPUTER AND INFORMATION SCIENCES - ISCIS 2003, 2003, 2869 : 568 - 575
[24] Online identification of a mechatronic system with structured recurrent neural networks
Hintz, C
Angerer, B
Schröder, D
ISIE 2002: PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, VOLS 1-4, 2002, : 288 - 293
[25] System Identification of a Cooling Coil Using Recurrent Neural Networks
Kadri, Muhammad Bilal
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2012, 37 (08): : 2193 - 2203
[26] Nonlinear dynamic system identification with Dynamic Recurrent Neural Networks
Calderon, G
Draye, JP
Pavisic, D
Teran, R
Libert, G
INTERNATIONAL WORKSHOP ON NEURAL NETWORKS FOR IDENTIFICATION, CONTROL, ROBOTICS, AND SIGNAL/IMAGE PROCESSING - PROCEEDINGS, 1996, : 49 - 54
[27] System Identification of a Cooling Coil Using Recurrent Neural Networks
Muhammad Bilal Kadri
Arabian Journal for Science and Engineering, 2012, 37 : 2193 - 2203
[28] Identification of Preisach Model for a Fast Tool Servo System Using Neural Networks
Wang, Xiaohui
Sun, Tao
Zhou, Jingbo
2008 IEEE INTERNATIONAL SYMPOSIUM ON KNOWLEDGE ACQUISITION AND MODELING WORKSHOP PROCEEDINGS, VOLS 1 AND 2, 2008, : 232 - 234
[29] Identification of nonlinear dynamic systems using diagonal recurrent neural networks
Wang, J
Chen, H
JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING, 1999, 6 (02): : 149 - 151
[30] Identification of nonlinear dynamic systems using diagonal recurrent neural networks
Wang, Jing
Chen, Hui
Journal of University of Science and Technology Beijing: Mineral Metallurgy Materials (Eng Ed), 1999, 6 (02): : 149 - 151

← 1 2 3 4 5 →