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《Earthquake Resistant Engineering and Retrofitting》 2007-05
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Prediction of Structural Dynamic Response with RBF Neural Network

Guo Jian-hong,Liu Jian-xin,Zhang Li-juan(College of Architecture Engineering,Shanghai Normal University,Shanghai 201418,China)  
Structural active control is more efficient in the control of seismic response,which makes active control have wide application prospect in the field of structural vibration control.But it is hard to establish an accurate mathematics model for the active control which has the problem of time lag.Neural network doesn't need to establish accurate mathematics model,it sums up the relation implicit in the systematic input and output through studying the input and output training sample data.By applying neural network to predict structural response,the problem of time lag in active control may be solved and the basis for controlling decision is offered.A new method for the structural active control may be offered by predicting the structural response with RBF neural network.
【CateGory Index】: TU311.3
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Chinese Journal Full-text Database 9 Hits
1 YAN Shi 1, LIN Gao 1, LI Hai lin 2 ( 1. Dept. of Civil Eng., Dalian Univ. of Technol., Dalian 116024, China; 2. Constra. Proj. Co., Shenyang Econ. Dev. Zone., Shenyang 110015, China );Development on structure vibration control using artificial neural networks[J];JOURNAL OF DALIAN UNIVERSITY OF TECHNOLOGY;2000-05
2 DU Yong-feng~(*1,2), LI Hui~2, ZHAO Guo-fan~1n 116024, China;2.Inst. of Earthquake Prot. and Disaster Mitigation, Lanzhou Univ. of Technol., Lanzhou 730050, China );A generalized algorithm for optimal control of structures subjected to seismic excitation[J];Journal of Dalian University of Technology;2004-06
3 DU Yong-feng~(1,2), BAI Li~1, XIA Ya-feng~3, LI Hui~1, SHANG Jiu-ping~4, ZHAO Guo-fan~2 (1. Institute of Earthquake Protection and Disaster Mitigation, Lanzhou Univ. of Tech., Lanzhou730050, China; ology, Dalian116023, China; 3. School of Sciences, Lanzhou Univ. of Tech., Lanzhou730050, China; 4. Division of Campus Construction and Planning, Lanzhou Univ. of Tech., Lanzhou730050, China);Random response and failure probability of isolated structure under minor earthquake[J];;2004-06
4 ZHAI Dongwu, ZHU Xi (College of Civil Engineering and Architecture, Northern Jiaotong University, Beijing 100044, China);Prediction control of structural vibration response based on neural network[J];JOURNAL OF TSINGHUA UNIVERSITY(SCIENCE AND TECHNOLOGY);2000-S1
5 WU Jian -jun'; HE Yu -ao(Institute of Physical and Chemical Engineering or Nuclear Industry, Tianjin 300180, China Department of Civil Engineering, Tianjin University, Tianjin 300072, China);The new achievements of neural network's application in structural vibration control[J];WORLD INFORMATION ON EARTHQUAKE ENGINEERING;2000-01
6 XU Jiangong1 , WANG Zhaomin1 , HE Yuao2(1.Department of Construction Engineering, Tongji University,Shanghai 200092,China; 2.Department of Civil Engineering, Tianjin University,Tianjin 300072,China) ;Study of semi-active control of structure based on predictive control[J];World Information On Earthquake Engineering;2003-02
7 HE Yu′ao  HU Xianzhong ZHAN Sheng (Dept. of Civil Engineering);PREDICTING SEISMIC RESPONSE OF STRUCTURES BY ARTIFICIAL NEURAL NETWORKS [J];天津大学学报(英文版);1996-02
8 Li Qingfeng Peng Gang Li Li (College of Civil Engineering & Mechanics, Huazhong Univ. of Science & Technology, Wuhan 4430074, China;College of Civil & Hydropower Engineering,China Three Gorges Univ. , Yichang 443002,China);Predicting Dynamic Response of Structures to Earthquake Wave by Applying Artificial Neural Network[J];Journal of University of Hydraulic and Electric Engineering/yichang;2003-03
9 SHEN Qian (Department of Electrical Engineering and Information Science, Anhui University, Hefei 230039) WANG Tao(Department of Electronic Science and Technology, University of Science and Technology of China, Hefei 230026);A Learning Algorithms for Optimizing RBF Neural Network Structure[J];MICROELECTRONICS & COMPUTER;2000-04
Chinese Journal Full-text Database 10 Hits
1 CHEN Wen-yuan,LI Xue-mei,CHI Xiao-mei(Sichuan Architecture Professional Technology College,Deyang 618000,China);Dynamic response based multi-damage monitoring of shear-type structure using wavelet-neural network[J];Sichuan Building Science;2006-03
2 SUN Hong-yi~1,ZHU Mei~2 (1.Dept. of Appl. Math & phy., Anhui University of Technoligy and Science, Wuhu 241000, China; 2.Department of Mathematics, Southeast University, Nanjing 210096, China);Chaotic time series prediction and its applications in stock market[J];Journal of Anhui University of Technology and Science;2003-04
3 ZHU Mei~1,WANG Hai-yan~2 (1.Dep. of Appl. Math. & Phy., Anhui University of Technology and Science, Wuhu 241000, China; 2.Ins. of Sys. Engn., Southeast University, Nanjing, 210096, China);Nonlinear deterministic prediction in stock market of China[J];Journal of Anhui University of Technology and Science;2004-02
4 DONG Cui-ying CHEN Juan(College of Information Science and Technology, Beijing University of Chemical Technology,Beijing 100029,China);Low velocity problems in a servo system by internal model control based on an inverse system method[J];Journal of Beijing University of Chemical Technology;2005-02
5 LI Chuan-guang~1,JIANG Li-fei~1,LI Chang-qing~2 (1.Department of Automatic Control, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China; 2.Department of Computer Science and Technology, Jiaozuo Institute of Technology, Jiaozuo, Henan454000, China);Active Noise Control in Military Vehicle Cabin Using RBF Neural Network[J];Journal of Beijing Institute of Technology;2004-04
6 Guo Qingzhu, Ren Guang (Dalian Maritime University marine engineering college, Dalian 116026, China);Simulink Research of Controllable Pitch Propeller Based on Fuzzy-Intelligence Control[J];Marine Electric & Electric Technology;2005-03
7 LI Zu-lin (Dept of Elct Info,Hunan Building Materials College, Hengyang 421008, China);Error compensation of measuring motor current with Hall sensor[J];Journal of Transducer Technology;2003-12
8 LU Tie-ding,ZHONG Xiao-wei;GPS Height Conversion on the Improvement of BP Learning Algorithm[J];Bulletin of Surveying and Mapping;2005-12
9 XU Qiang, ZHANG Xing-hong,HAN Jie-cai,HE Xiao-dong,PAN Wei ( Dept. of Materials Science and Engineering, Tsinghua University, Beijing 100084,China, E -mail;xq@ mail, tsinghua. edu. cn; Center for Composite Materials, Harbin Institute of Technology, Harbin 150001,China);Application and prospect of artificial neural networks in materials science[J];Material Science and Technology;2005-04
10 LI Yong, SHAO Cheng(Institute of Advanced Control Technology, Dalian University of Technology, Dalian 116024, China);Grey Soft Sensor of Concrete Fracture Parameters Based on Neural Network[J];Journal of Test and Measurement Technology;2005-02
China Proceedings of conference Full-text Database 4 Hits
1 XIONG Jian-min, YU Qi-zhi, YU Tian-qing (School of Mechanical Engin. , Hubei Univ. of Technology, Wuhan 430068, China);The Optimal Damping Constant Study of Cable Incorporated Viscous Damper[A];[C];2006
2 Sun Yannan, Han Min(School of Electronic and Information Engineering. Dalian University of Technology. Liaoning Dalian 116023);Neural Network for Fuzzy if-then Rules Realization[A];[C];2005
3 Yongfeng Du Hui Li (Institute of Earthquake Protection and Disaster Mitigation, Lanzhou University of Technology, Lanzhou, 730050, PR China);Smart Isolation: Future Prospect based on Energy Response and Dynamic Reliability[A];[C];2006
4 Du Yong-feng, Li Hui, Cheng Xuan-sheng, Di Sheng-kui, Dang Yu, Liu Kai-yan (Institute of Earthquake Protection and Disaster Mitigation, Lanzhou University of Technology, Lanzhou 730050, China);A Preliminary Investigation to Energy Response of Smart Isolated Structures and Control Efficiency Evaluation[A];[C];2005
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 JING Yu_an,HU Lin,ZHANG Yu_hua (School of Material Science and Engineering,Anshan Institute of I.& S.Technology,Anshan 114002,China);An Artificial Neural Network for Prediction of Mechanical Properties of Heavy Plates Hot Rolled[J];Journal of Anshan Institute of Iron and Steel Technology;2002-01
2 Li Guiqing and Ou Jinping (Wuhan Institute of Building Materials);FIRST PASSAGE PROBABILITY OF NONLINEAR OSCILLATORS SUBJECTED TO STATIONARY RANDOM EXCITATION[J];Earthquake Engineering and Engineering Vibration;1982-03
3 Lin Jiahao (Dalian Institute of Technology);A DETERMINISTIC METHOD FOR THE COMPUTATION OF STOCHASTIC EARTHQUAKE RESPONSE[J];Earthquake Engineering and Engineering Vibration;1985-01
4 Wang Guangyuan Tan Dongyao (Harbin Architectural and Civil Engineering Institute)Wang Dongwei(Zhengzhou Institute of Technology);RELIABILITY OF THE FAILURE-DEPENDENT ENGINEERING SYSTEMS[J];Earthquake Engineering and Engineering Vibration;1992-01
5 Hong Feng Wang Qianxin Jiang Jinren(Institute of Engineering Mechanics,State Seismological Bureau);RANDOM SLIDING RESPONSE AND RELIABILITY ANALYSIS OF RIGID STRUCTURES WITH FRICTIONAL BASE ISOLATION[J];Earthquake Engineering and Engineering Vibration;1993-02
6 Li Dawang Huo Da Jin Yan Li Hailing (Zhengzhou University of Technology,Zhengzhou 450002,China);OPTIMUM DESIGN FOR SLIDING ISOLATION SYSTEM BASED ON DYNAMIC RELIABILITY ANALYSIS[J];Earthquake Engineering and Engineering Vibration;1998-04
7 LI Hong -nan; YAN Shi; LIN Gao(Shenyang Architectural and Civil Engrn. Ins., Shenyang 110015), (Dalian University of Technology, Dalian 116023);State-of-the-art review for intelligent structural control[J];EARTHQUAKE ENGINEERING AND ENGINEERING VIBRATION;1999-02
8 DU Yong -feng; ZHAO Guo -fan (Gansu University of Technology, Lanzhou 730050. Dalian University of Technology, Dalian 116023);Analysis of effect of non-classical damping on isolated structure and optimum damping[J];EARTHQUAKE ENGINEERING AND ENGINEERING VIBRATION;2000-03
9 LI Guoqiang (Tongii University, Shanghai 200029, China);Several Theoretical Problems in Seismic Design of Structure Based on Reliability Theory[J];JOURNAL OF BUILDING STRUCTURES;2000-01
10 ZHOU Xiyuan1,2 ,YAN Weiming2 ,YANG Renlin1 (1.Institute of Earthquake Engineering,China Academy of Building Research,Beijing 100013,China;2.School of Architecture and Civil Engineering,Beijing Polytechnic University,Beijing 100022,China);Seismic Base Isolation,Energy Dissipation and Vibration Control of Building Structures[J];Journal of Building Structures;2002-02
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