Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Noise and Vibration Control》 2010-04
Add to Favorite Get Latest Update

Neural Network Predictive Control of Cantilever Beam with Piezoelectric Sensors and Actuators

WANG Er-cheng,ZHANG Jing-jun,MA Xiao-yu,LIU Jie(College of Civil Engineering,Hebei University of Engineering,Handan Hebei 056038,China)  
Piezoelectric sensors or actuators are bonded to the surfaces of a flexible cantilever beam.The finite element method is used to build the model of the beam.The dynamic response data of the piezoelectric smart structures is obtained through the FEM analysis.According to the nonlinear approximation capability of neural networks,a dynamic recursive BP neural network is used to identify the piezoelectric vibration system,and the predictive model is built.On the basis of the neural network predictive model,the generalized predictive control algorithm is proposed to control the piezoelectric vibration system and to suppress the undesired vibration of the structures.Simulation results demonstrate the excellent performance of the developed control system.It has some significance for guiding the application of intelligent control algorithms in smart structures.
【Fund】: 邯郸市科学技术研究与发展计划项目(0921120069);; 河北省教育厅科学研究计划项目(2009416)
【CateGory Index】: TB535
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 5 Hits
1 LU Dong-na,YANG Ma-ying(College of Information Engineering,Zhejiang University of Technology,Hangzhou 310032,China);Nonlinear model predictive control based on RBF networks[J];浙江工业大学学报;2007-02
2 XU Ya-lan,CHEN Jian-jun,XIE Yong-qiang,CHEN Long(School of Electronic & Mechanical Engineering,Xidian University,Xi'an 710071,China);FUZZY H∞ VIBRATION CONTROL OF PIEZOELECTRIC FLEXIBLE STRUCTURES WITH GEOMETRICAL NON-LINEARITY[J];振动与冲击;2007-02
3 QU Dong-cai,HE You(Department of Automatic Control,The Naval Aeronautical Engineering Institute,Yantai 264001,China.);Generalized Predictive Control Algorithm for Nonlinear Systems Based on Artificial Neural Network[J];控制与决策;2006-12
4 LI Chuan bing,ZHANG Yu lin,CHEN Wei min,YANG Jian chun,HUANG Shang lian (Center for Intelligent Structures,Chongqing University,Chongqing 400044,China);ARX Model Based Predictive Control of Piezo-intelligent Structures[J];压电与声光;2002-02
5 Huang Wenhu Harbin Institute of Technology, Harbin 150001 Zhang Jinghui Xian Jiao Tong University, Xian 710049Wang Xingqing China Academy of Launch Vehicle Technology, Beijing 100076 Zheng Gangtie Harbin Institute of Technology,Harbin 150001;SOME ADVANCES IN THE VIBRATION CONTROL OF AEROSPACE FLEXIBLE STRUCTURES[J];力学进展;1997-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Wenan;CHENG Qi;College of Information Engineering,Zhejiang University of Technology;;An H_∞ control approach to synchronization control of robot teleoperation systems with time-varying delays[J];浙江工业大学学报;2015-06
2 ZHANG Jia-ying;MENG Lei;WANG Jun;School of Aeronautic Science and Engineering,Beijing University of Aeronautics and Astronautics;;Active vibration control for large-space deployable antennas[J];飞机设计;2015-06
3 Sun Yinghong;The Twenty-seventh Research Institute of China Electronic Technology Group Corporation;;Identification of Modal Parameters and Active Vibration Control Method of Flexible Structures of Big Aerostat Based on Benchmark Model[J];河南科技;2015-07
4 SUN Hong-li;ZHANG Shao-wei;TAN Tian-le;Shanghai Institute of Spaceflight Control Technology;Shanghai Key Laboratory of Aerospace Intelligent Control Technology;;Deployment Dynamics Modeling of Spacecraft Deployable Accessories[J];上海航天;2015-01
5 CHEN Dan-dan;LI Bin;FENG Zhi-zhuang;School of Aeronautics,Northwestern Polytechnical University;;Experimental Research on Vibration Control of Cantilever Structures Using Plane Inflatable Stringer[J];科学技术与工程;2014-16
6 Xu Xiuxiu;Guo Yu;Yu Zhen;Zhang Yi;School of Automation,Nanjing University of Science and Technology;;Vibration measurement of flexible beam based on machine vision[J];华中科技大学学报(自然科学版);2013-S1
7 CHEN Wenying;ZHANG Bingzhi;Beijing Special Vehicle Research Institute;;Vibration mode analysis of piezoelectric intelligent truss structure based on Patran and MSC Nastran[J];计算机辅助工程;2013-S1
8 WANG Jun;SU Hong-bo;YANG Ya-dong;School of Aeronautical Science and Engineering,Beijing University of Aeronautics and Astronautics;Qingdao Branch,Naval Aeronautical and Astronautical University;;Studies on the Active Control and Placement of Piezoelectric in Piezoelectric Structure[J];控制工程;2013-03
9 Tao Chen 1 Ligang Wang (College of Science, Harbin Engineering University, Harbin 150001, China);SUPPRESSION OF BENDING WAVES IN A PERIODIC BEAM WITH TIMOSHENKO BEAM THEORY[J];Acta Mechanica Solida Sinica;2013-02
10 WU Da-fang,HUANG Liang,WANG Yue-wu,MU Meng,ZHOU An feng (1.School of Aeronautical Science and Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100191, China; 2.Department of Mechanical Engineering, Yanshan University, Qinhuangdao, Hebei 066004, China);Research on active vibration control on a piezoelectric intelligent flexible beam[J];Journal of Beijing Institute of Technology;2012-04
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 Xu Yang Jiang Hongzhou Ye Zhengmao Han JunweiIESTHarbin Institute of TechnologyHa'erbin 150001;RESEARCH ON THE APPLICATION OF H_∞ CONTROL IN THE MD ACTIVE STRUCTURE CONTROL BENCHMARK PROBLEM[J];振动与冲击;2005-05
2 ZHANG Ri-dong, WANG Shu-qing(Institute of Advanced Process Control, Zhejiang University, Hangzhou 310027, China.);Neural network based multi-step predictive control for nonlinear systems[J];控制与决策;2005-03
3 LIU Xiao-dong~1, ZHANG Qing-ling~2 (1.Department of Mathematics and Physics, Dalian Maritime University, Liaoning Dalian 116024,China; 2.College of Sciences, Northeastern University, Liaoning Shenyang 110004,China);LMI-based H_∞-control design for T-S fuzzy systems[J];控制理论与应用;2004-01
4 YANG Ping1, PENG Daogang1,2, HAN Pu2, YU Xining2 (1 Dept of Information and Control Technology, Shanghai Institute of Electric Power, Shanghai 200090, China; 2 Dept of Power Engineering, North China Electric Power University, Baoding 071003, China);Neural Networks Predictive Control Algorithm and its Application Study[J];控制工程;2003-04
5 Huang Wenhu Harbin Institute of Technology, Harbin 150001 Zhang Jinghui Xian Jiao Tong University, Xian 710049Wang Xingqing China Academy of Launch Vehicle Technology, Beijing 100076 Zheng Gangtie Harbin Institute of Technology,Harbin 150001;SOME ADVANCES IN THE VIBRATION CONTROL OF AEROSPACE FLEXIBLE STRUCTURES[J];力学进展;1997-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved