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《Journal of Vibration and Shock》 2007-01
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STUDY ON APPLICATION OF FUZZY NEURAL NETWORK TO ACTIVE CONTROL OF ACROSS WIND RESPONSE OF TALL BUILDINGS

Yan Guiyun~(1,2),Chen Fuquan~1,Sun Bingnan~1(1.Department of Civil Engineering,Zhejiang University,Hangzhou 310027;2.Department of Civil Engineering,Fujian University of Technology,Fuzhou 350007)  
A robust fuzzy neural network methodology is proposed for vibration mitigation of tall building under across wind excitation.Based on measurement of floor accelerations and control forces,a fuzzy neural network controller(FNNC) is designed,in which few sensors and no observer are needed.The FNNC by predicting control action eliminates effects of time delay in the control loop.Utilizing the characteristics of adaptation and learning of the FNNC,it's easy to obtain an appropriate set of rules and membership functions,which are difficult to obtain by experts'experience in a fuzzy logic control strategy.The main advantage of the proposed controller is its inherent robustness and ability to handle(nonlinearity),uncertainty and time-varying properties of structures.The robustness of the controller is demonstrated through the uncertainty in stiffness(+15% and-15% varying from initial stiffness) of a benchmark building.The results of simulation show a good performance in reducing across wind-induced response by the proposed controller for all cases tested.Also the results show that the proposed controller performs slightly better than the LQG controller,while possessing several advantages over the LQG controller.
【CateGory Index】: TU973.213
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【References】
Chinese Journal Full-text Database 3 Hits
1 WANG Zhao-liang,GU Mei-xiang,CHEN Wen-bin,XU Sheng-huai(Department of Civil Engineering,FuJian University of Technology,Fuzhou 350108);The fuzzy control of wind vibration response of the architectural structure[J];Fujian Building Materials;2010-05
2 Yan Guiyun,Zhang Jianxun,Ye Jianfeng(Civil Engineering Department,Fujian University of Technology,Fuzhou 350007,China);Review of approaches to civil engineering structural vibration control[J];Journal of Fujian University of Technology;2009-01
3 NING Xiang-liang, HUANG Dong-yang, TAN Ping1, ZHOUFu-lin1( Harbin Institute of Technology Shenzhen Graduate School, Shenzhen 518055, P. R. China;Earthquake Engineering Research Test Center, Guangzhou University1, Guangzhou 510405, P. R. China);Vibration Reduction Method of Neural Network-Fuzzy Control Based on Genetic Algorithm[J];Science Technology and Engineering;2008-08
【Citations】
Chinese Journal Full-text Database 3 Hits
1 YAN Shi; LIn Gao; LI Xiao -guang; LI Hong - nan(Civil Engineering Department, Dalian University of Technology, Dalian 116023, China,Building Design and Research Institute of Liaoning Province. Shenyang, 110005, China,Civil Engineering Department. Shenyang;Fuzzy vibration control of adjacent structures[J];EARTHQUAKE ENGINEERING AND ENGINEERING VIBRATION;2000-02
2 Wang Deshan~(1), Chen Shuisheng~(2), Lu Qifa~3(1.Highway Management Bureau of Shangrao Jiangxi, Shangrao 343000, China; 2.Department of Civil Engineering,East-China JiaotongUniversity, Nanchang 330013,China; 3.Consultation Center of Jiangxi Communication Engineering,Nanchang 330013,China);Fuzzy semi-active control for civil engineering structure by using magnetorheological dampers subjected to seismic excitation[J];Earthquake Engineering and Engineering Vibration;2005-04
3 Zheng Gang 1 Gao Zanming 2 Ni Yiqing 2 (1.Chongqing Communications Research & Desigh Institute,Chongqing 400067;2.The Hong Kong Pdytechnic University);PARAMETER OPTIMIZATION OF MULTI-TMDS FOR WIND-EXCITED VIBRATION SUPPRESSION OF TALL BUILDINGS[J];Journal of Vibration and Shock;2004-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 YAN Guiyun 1,2,SUN Bingnan2(1.Department of Civil Engineering,Fujian University of Technology,Fuzhou 350007,China2.Department of Civil Engineering,Zhejiang University,Hangzhou 310027,China);Fuzzy neural network control of across wind response for tall buildings[J];Journal of Earthquake Engineering and Engineering Vibration;2007-06
2 ZOU Li-hua1,ZHAO Ren-da2,YANG Zhi-guo1(1.Lanzhou Jiaotong Universtiy,Lanzhou Gansu 730070,China;2.Southwest Jiaotong Unversity,Chengdu 610031,China);DISCUSSION OF LATERALLY ASEISMIC REINFORCEMENT METHODS FOR FLEXIBLE PIERS OF RAILWAY BRIDGES[J];Engineering Mechanics;2005-05
3 GAO Jian-ping~1,WANG Qian~2 (1.School of Civil Engineering and Architecture, East China Jiaotong University, Nanchang 330013; 2.Kaiping Junior College, Guangdong 529300 China);The Status-quo of Practice and Research for the Story-adding and Upgrading of Existing Building Structures in China[J];Journal of East China Jiaotong University;2004-04
4 ZOU Li-hua*1,HUANG Kun1,2(1.School of Civil Engineering,Lanzhou Jiaotong University,Lanzhou 730070,China;2.Sanli Architecture Design Company Limited of Shandong,Jinan 250100,China);Study on combined multi-unit isolated structures with magneto-rheological dampers by fuzzy control[J];Chinese Journal of Computational Mechanics;2007-03
5 ZOU Li-hua~1,ZHAO Jian-chang~2,YU Lu-song~1(1.Civil School,Lanzhou Jiaotong University,Lanzhou Gansu 730070,China;2.School of Science,Shanghai University,Shanghai 200092,China);Random optimal vibration-control for a double-part combination of isolated structures[J];Control Theory & Applications;2005-06
6 Huang Ruixin a Li Aiqun a,b(a School of Civil Engineering;b Key Laboratory of RC and PC Structure of Ministryof Education,Southeast University,Nanjing 210096,China);MTMD control of wind-induced vibration of high-rise structures[J];Journal of Huazhong University of Science and Technology(Nature Science Edition);2010-04
7 HUANG Ruixin1,2,LI Aiqun2,ZHANG Zhiqiang2(1.School of Civil Engineering and Architecture,Jiangsu University of Science and Technology,Zhenjiang 212003,China;2.School of Civil Engineering,Southeast University,Nanjing 210096,China);MTMD wind-induced vibration control of Beijing Olympic Center Broadcast Tower based on its simplified model[J];Journal of Building Structures;2010-S2
8 ZHANG Wei-jing, OU Jin-ping(1.School of Civil Engineering, Harbin Institute of Technology, Harbin 150090,China; 2. College of Architecture and Civil Engineering, Beijing Polytechnic University, Beijing 100022, China);Intelligent control algorithm and its application in structural vibration control[J];World Information On Earthquake Engineering;2002-02
9 ZOU Li-hua, ZHAO Ren-da, YANG Zhi-guo Southwest Jiaotong University, Lanzhou jiaotong University;STUDY OF VIBRATION-CONTROL OF COMBINED ISOLATED STRUCTURES[J];Journal of Railway Engineering Society;2004-02
10 ZOU Li-hua1, ZHAO Ren-da2, ZHAO Jian-chang3 (1. School of Civil Engineering, Lanzhou Jiaotong University, Lanzhou 730070, China; 2. School of Civil Engineering, Southwest Jiaotong University,Chengdu 610031, China; 3. Shanghai University, Shanghai 200331, China);Study of Hybrid Vibration-control of Combined Multi-unit Structures[J];Journal of The China Railway Society;2005-03
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 XU Yu-ye,WANG Quan-feng (Department of Civil Engineering,National Huaqiao University,Quanzhou 362011,China);Structural optimization based on hopfield neural networks[J];Building Science Research of Sichuan;2002-02
2 LI Bo~1, QU Wei_lian~2 (1.School of Civil Engineering and Architecture, Beijing Jiaotong University, Beijing 100044,China; 2.Wuhan University of Technology, Wuhan 430070, China);Fuzzy Control for Wind Response of Guyed Mast by MR Damper[J];Journal of Northern Jiaotong University;2005-01
3 DENG Guang(Dept.of Resource and Architecture,Liaoning Institue of Science and Technology,Benxi Liaoning,117022,China);Research into Blended Control by the Magnetohydro-resistor and the Quake Insulation of Building Structure[J];Journal of Liaoning Institute of Science and Technology;2006-01
4 WAN Le-kun,JI Chun-yan,YIN Qun (School of Naval Architecture and OceanEng.,Jiangsu University of Science and Technology,Zhenjiang 212003,China);Study on MR semi-active vibration control for offshore platforms[J];Ship Engineering;2007-04
5 MA Hai-long, LU Jian-hui, LI Yu-sheng( College of Engineering, Ocean University of China, Qingdao 266071, China);Viscoelastic damper vibration control of platformwith pole assignment technique[J];Journal of Ship Mechanics;2004-04
6 ZHONG Jun-ping, CHENG Yuan-sheng (Faculty of Traffic Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China);MR damper based semi-active vibration fuzzy control on the mast of warships[J];Journal of Ship Mechanics;2008-04
7 LI Huajun Sau-Lon James HUand Tomotsuka TAKAYAMA College of Engineering, Ocean University of Qingdao, Qingdao 266071, China Department of Ocean Engineering, University of Rhode Island, Narragansett, Rhode Island, 02882, USA Disaster Prevention Research Institute, Kyoto University, Gokasho, Uji, Kyoto 611-0011, Japan;Optimal Active Control of Wave-Induced Vibration for Offshore Platforms[J];中国海洋工程(英文版);2001-01
8 ZHANG Yan-nian,LIU Bin,Li Yi,FAN He(School of Resources & Civil Engineering,Northeastern University,Shenyang 110004,China.);Hybrid Control of MRD and LRB for Structural Vibration[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2006-01
9 QU Wei-lian, LI Zhuo-qiu, JIANG De-sheng GUAN Jian-guo, YUAN Run-zhang (Wuhan University of Technology);Application of intelligent material structure system in civil engineering[J];EARTHQUAKE ENGINEERING AND ENGINEERING VIBRATION;1999-03
10 ZHAO Bin 1, L Xi lin 1, WU Min zhe 2, MEI Zhan xin 2 (1 Research Institute of Engineering Structures, Tongji University, Shanghai 200092, China; 2 Xi'an University of Architecture & Technology, Xi'an 710055, China);Reaching law control method for buildings with base isolation hybrid protective system[J];EARTHQUAKE ENGINEERING AND ENGINEERING VIBRATION;1999-03
【Secondary Citations】
Chinese Journal Full-text Database 9 Hits
1 Lou Menglin Lin Gao (Dalian Institute of Technology);SEISMIC RESPONSE OF APPURTENANT STRUCTURES[J];Earthquake Engineering and Engineering Vibration;1984-02
2 Min Shuliang Liu Ji (Harbin Architectural and Civil Engineering Institute);VIBRATION CONTROL METHOD OF COMPOSITE STRUCTURE SYSTEMS[J];Earthquake Engineering and Engineering Vibration;1989-04
3 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
4 Min Shuliang Sun Jinghui Liang Guangrong;The Open-loop Control Principles and Analysis for the Earthquake Response of Bistructure Composite Systems[J];;1991-02
5 Min Shuliang;Study on the Composition and Control Principles of Main-secondary Structures[J];;1993-04
6 Li Chunxiang Xiong Xueyu (Tongji University);RESEARCH ON MTMD OPTIMAL PARAMETERS TO SUPPRESS SEISMIC RESPONSE OF STRUCTURES[J];JOURNAL OF VIBRATION AND SHOCK;1999-01
7 Li Chunxiang Huang Jinzhi (College of Building Engineering & Mechanics,Shanghai Jiaotong University,Shanghai,200030);THE OPTIMUM DESIGN OF MTMD CONTROL FOR EARTHQUAKE-EXCITED STEEL TALL BUILDING[J];JOURNAL OF VIBRATION AND SHOCK;2000-01
8 Li Chunxiang 1 Xiong Xueyu 2 Si Weijian 1 (1.School of Civil Engineering and Mechanics,Shanghai Jiaotong University,Shanghai 200030; 2.School of Civil Engineering.Tongji University,Shanghai 200092);EVALUATION OF THE EFFECT OF DISPLACEMENT-CONTROL-BASED MTMD ON THE ACCELERATION OF THE STRUCTURE SUBJECTED TO EARTHQUAKE[J];Journal of Vibration and Shock;2003-01
9 CHEN Shui-sheng (School of Civil Engineering and Architecture, East China Jiaotong University, Nanchang 330013, China);Research on MR semi-active control of cables in cable-stayed bridges[J];China Journal of Highway and Transport;2004-02
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