Adaptive neuro-active vibration suppression of a flexible plate structure

被引：0

作者：

Darus, IZM ^{[1
]}

Tokhi, MO ^{[1
]}

机构：

[1] Univ Sheffield, Dept Automat Control & Syst Engn, Sheffield S10 2TN, S Yorkshire, England

来源：

ICECS 2003: PROCEEDINGS OF THE 2003 10TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS AND SYSTEMS, VOLS 1-3 | 2003年

关键词：

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper investigates the development of an adaptive neuro-active vibration control (AVC) mechanism for vibration suppression of a flexible plate structure. An Elman recurrent neuro-controller is designed to characterise the ideal controller characteristic using an online adaptation and training mechanism. The effectiveness of the Elman recurrent neuro-controller is then verified within the AVC system. The neuro-AVC algorithm thus developed is implemented within a flexible plate simulation environment and its performance in the reduction of deflection at the centre of the plate is assessed. The validation of the algorithm is presented in both the time and frequency domains. Investigations reveal that the developed Elman recurrent neuro-AVC system performs very well in the suppression of vibration of a flexible plate structure.

引用

页码：360 / 363

页数：4

共 50 条

[31] Variable structure control and active vibration suppression of flexible spacecraft during attitude maneuver
Hu, QL
Ma, GF
[J]. AEROSPACE SCIENCE AND TECHNOLOGY, 2005, 9 (04) : 307 - 317
[32] Active vibration suppression of a flexible structure using smart material and a modular control patch
Song, G
Schmidt, SP
Agrawal, BN
[J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2000, 214 (G4) : 217 - 229
[33] ROBUST IDENTIFICATION AND VIBRATION SUPPRESSION OF A FLEXIBLE STRUCTURE
CRASSIDIS, JL
LEO, DJ
INMAN, DJ
MOOK, DJ
[J]. JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1994, 17 (05) : 921 - 928
[34] Active vibration suppression in flexible spacraft attitude tracking
Di Gennaro, S
[J]. JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1998, 21 (03) : 400 - 408
[35] Active vibration suppression in flexible spacecraft with optical measurement
Wang, Zhaohui
Jia, Yinghong
Xu, Shijie
Tang, Liang
[J]. AEROSPACE SCIENCE AND TECHNOLOGY, 2016, 55 : 49 - 56
[36] Output stabilization of flexible spacecraft with active vibration suppression
Di Gennaro, S
[J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2003, 39 (03) : 747 - 759
[37] Inductively coupled transmission of neuro-active signals:: Analysis of optimal parameters
Tulgar, M
Soysal, ÖM
[J]. MEDICAL PHYSICS, 2003, 30 (01) : 79 - 87
[38] Adaptive variable structure and active vibration reduction for flexible spacecraft under input nonlinearity
Hu, Qinglei
Xie, Lihua
Gao, Huijun
[J]. JOURNAL OF VIBRATION AND CONTROL, 2007, 13 (11) : 1573 - 1602
[39] Adaptive vibration control schemes for flexible structure
Fei, Juntao
[J]. 2007 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS I-V, CONFERENCE PROCEEDINGS, 2007, : 2547 - 2552
[40] Robust adaptive vibration control of a flexible structure
Khoshnood, A. M.
Moradi, H. M.
[J]. ISA TRANSACTIONS, 2014, 53 (04) : 1253 - 1260

← 1 2 3 4 5 →