Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Earthquake Engineering and Engineering Vibration》 2006-02
Add to Favorite Get Latest Update

Damage diagnosis of spacial grid structures based on wavelet packet decomposing and fuzzy clustering

Yan Weiming,Wang Zhuo,He Haoxiang,Ma Hua,Zhang Weidong(Beijing Laboratory of Earthquake Engineering and Structural Retrofit,Beijing University of Technology,Beijing 100022,China)  
In this paper,according to the characteristics of spacial grid structures,a method of damage diagnosis is presented by the dynamic response under fast sine sweep motivation based on the analysis of frequency band energy of wavelet packet decomposition and fuzzy cluster method(FCM).The problem of detecting symmetric damage with only one sensor is effectually resolved by combined the diagnosis with two sensors.The method is tested by the finite element analysis for a single-layer latticed shell.The results show that the energy components of sub-frequency bands are sensitive to the small-degree damage.Energy components are used as a diagnosis vector to establish damage sample base,fuzzy cluster and target identification,hence the damage location and degree for different elements can be identified basically.This approach has some advantages such as short detecting time,less equipments,reliable theoretical basis and engineering value.
【Fund】: 北京市自然科学基金重点项目(8041002);; 北京市科委奥运专项项目(Z0005191040111)
【CateGory Index】: TU399
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 3 Hits
1 YAN Guirong,DUAN Zhongdong,OU Jinping(School of Civil Engineering,Harbin Institute of Technology,Harbin 150090,China);Review on structural damage detection based on vibration data[J];Journal of Earthquake Engineering and Engineering Vibration;2007-03
2 TAO Kun;Current status and prospects on health monitoring and safe assessment of bridge[J];Shanxi Architecture;2009-27
3 RAN Zhi-hong1,LI Qiao2(1.School of Urban Construction and Management,Yunnan University,Kunming 650091,China;2.School of Civil Engineering,Southwest Jiaotong University,Chengdu 610031,China);The damage identification method based on fuzzy clustering and support vector machine[J];Journal of Vibration Engineering;2007-06
【Citations】
Chinese Journal Full-text Database 3 Hits
1 LI Hongnan1,SUN Hongmin2(1.Dalian University of Technology,Dalian 116024,China;2.Shenyang Architectural and Civil Engineering Institute,Shenyang 110015,China);Damage diagnosis of framework structure based on wavelet packet analysis and neural network[J];Earthquake Engineering and Engineering Vibration;2003-05
2 QIU Ying~1, REN Qing-wen~1, YE Hai-jing~2 (1.College of Civil Engineering, Hohai Univ., Nanjing 210098, China; 2.Nanning Corporation, Bobai Construction Group, Nanning 530003, China);Structural damage detection based on wavelet transform and neural network[J];Journal of Hehai University (Natural Sciences );2004-03
3 Zong Zhouhong Ren Weixin Ruan Yi (Fuzhou University);RECENT ADVANCES IN RESEARCH ON DAMAGE DIAGNOSIS FOR CIVIL ENGINEERING STRUCTURES[J];China Civil Engineering Journal;2003-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHOU Lili,CAO Guo,ZHANG Xin(Civil Engineering and Architecture Institute,Southwest University of Science and Technology,Mianyang 621010,China);Structural static multiple damage detection based on average strain of cell[J];Sichuan Building Science;2007-06
2 LI Duo-tian1,ZHANG Wei-lin2 (1.Department of Civil Engineering,Anhui University of science and technology,Huainan 232001,China;2.Department of Engineering Mechanics,Anhui University of Architecture,Hefei 230022,China);Structural Nondestructive Testing and Wavelet Analysis[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2008-03
3 HUANG Chu-long et al(School of Resources and Environmental Sciences,Quanzhou Normal University,Quanzhou,Fujian 362000);Fuzzy Comprehensive Evaluation on the Sustainable Utilization of Regional Agricultural Water Resources[J];Journal of Anhui Agricultural Sciences;2009-05
4 XI Wei-dong et al(College of Economics and Management,Northeast Dianli University,Jilin,Jilin 132012);Study On Household Live Pig Scatter-feed Regulation Based on Risk Mode Extraction[J];Journal of Anhui Agricultural Sciences;2009-07
5 ZHANG Zhi-hong(Anhui Technical College of Water Resources and Hydroelectric Power, Hefei 230601,China);Clustering algorithm and its application based on optimized Fuzzy C-Means[J];Journal of Anhui Technical College of Water Resources and Hydroelectric Power;2008-01
6 GAO Li-xin TANG Wen-liang XU Yong-gang YIN Hai-chen (The Key Laboratory of Advanced Manufacturing Technology,College of Mechanical Engineering and Applied Electronics Technology,Beijing University of Technology,Beijing 100022,China);Research on Application of Redundant Second Generation Wavelet Transform in Denoising[J];Journal of Beijing University of Technology;2008-12
7 ZHU Chun-mei1,2,XU Xiao-li1,2,ZHANG Jian-min2(1.School of Electromechanical Engineering,Beijing Information Science and Technology University,Beijing 100192,China;2.School of Mechanical and Vehicular Engineering,Beijing Institute of Technology,Beijing 100081,China);Condition development prediction of rotating machine based on chaos-neural networks[J];Journal of Beijing Institute of Machinery;2009-01
8 Liu Jingwei(School of Science,Beijing University of Aeronautics and Astronautics,Beijing 100083,China) Xu Meizhi(Department of Mathematical Sciences,Tsinghua University,Beijing,100084);Bezdek type fuzzy attribute C-means clustering algorithm[J];Journal of Beijing University of Aeronautics and Astronautics;2007-09
9 XUE Gang1,2),CAI Meifeng1)1)Civil and Environmental Engineering School,University of Science and Technology Beijing,Beijing 100083,China2)Architecture and Civil Engineering School,Inner Mongolia University of Science and Technology,Baotou 014010,China;Application of wavelet analysis to damage detection of reinforced concrete beams[J];Journal of University of Science and Technology Beijing;2007-12
10 XU Yuan-qing1,CHEN Xiang-guang1,WANG Li2,ZHANG Qi-hong3 (1.School of Chemical Engineering and Environment,Beijing Institute of Technology,Beijing 100081,China;2.School of Computer Science and Technology,Beijing Institute of Technology,Beijing 100081,China;3.Department of Automatic Control,School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China);An Improved Neural Network Ensemble for the Prediction of PMV Index[J];Transactions of Beijing Institute of Technology;2007-02
China Proceedings of conference Full-text Database 10 Hits
1 Ying Yuan Gao Lin Ai-hong Zhou Dong-ming Yan 1.State Key Laboratory of Coastal and Offshore Engineering,Dalian University of Technology,Dalian 116023,China 2.School of Civil Engineering and Architecture,Beijing Jiaotong University,Beijing 100044,China;Study on a Two-stage Procedure for Structural Damage Assessment[A];[C];2005
2 Cai Weixin Luo Renan (Institute of Seismology,CEA.Wuhan 430071 Shanghai University,Shanghai 200444);Long_term Continuous Monitoring and Impairment Diagnosis Eraluation of Structure Safety for Significant Runing Buildings in Cities[A];[C];2007
3 CHEN Li-chao Guangdong telecom Ltd.corporation Guangzhou Liwan Branch;Intelligent monitoring of the intemational long distance and Hong kong-Macao-Taiwan call tracfic[A];[C];2007
4 GU Zheng KANG Xiao-wen SUN Xin-shan WU Zhao-xia WANG Shi LIU Ya-qiang JIN Yong-jie (Department of engineering physics,THU,Beijing,100084,China);A method based on Fuzzy-C-Means clustering algorithm for crystal identification of MicroPET detector[A];[C];2008
5 AN Ningli CAO Jujiang (School of Electromechanics Engineering,Shanxi University of science and technology,Xianyang 712081,China);The Evolving design of Cam Shedding Mechanism in Air-jet Looms[A];[C];2003
6 MA De-yun YANG Ya-ping TENG Hai-wen HUO Da (The College Of Architecture and Civil Engineering,BeiJing University of Technology,100022);Application of Wavelet Transform to the Diagnosis of a Beam Stiffness Damage[A];[C];2007
7 Cui Jianguo~(1,2,3) Zhang Daqian~2 Lv Rui~3 Xu Xinhe~1 (1 School of Information Science & Engineering,Northeastern University,Shenyang 110004,China;2 Shenyang Institute of Aeronautical Engineering,Shenyang 110034,China;3 Shenyang Aircraft Design Research Institute,Shenyang 110035,China);Complicated signal pattern recognition method based on fuzzy cluster network[A];[C];2007
8 Li Lin, Na Wenbo(China Jiliang University, Hangzhou 310018, China);Application and research of fuzzy clustering analysis in ABS faults diagnosis[A];[C];2007
9 Feng Zhipeng~1 Zhu Pingyu~2 Chu Fulei~3 (1 Institute of Vehicular Engineering, University of Science and Technology Beijing, Beijing 100083, China; 2 Hunan Key Laboratory of Machinery Health Maintenance, Hunan University of Science and Technology, Xiangtan 411201, China; 3 Department of Precision Instruments and Mechanology, Tsinghua University, Beijing 100084, China);Application of Adaptive Time Frequency Analysis to Fault Diagnosis of Machinery:A Review[A];[C];2008
10 Huo Li-fei , Deng Guang-fan , XU Jiu (Bridge Technology Co, Beijing 100102, China);Study on the method of damage identification for Structural System Composed of bar[A];[C];2004
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 PEI Qiang,GUO Xun,ZHANG Minzheng(Institute of Engineering Mechanics,China Seismological Bureau,Harbin 150080,China);A review of health monitoring and damage detection of bridge structures[J];Earthquake Engineering and Engineering Vibration;2003-02
2 LI Hongnan1,SUN Hongmin2(1.Dalian University of Technology,Dalian 116024,China;2.Shenyang Architectural and Civil Engineering Institute,Shenyang 110015,China);Damage diagnosis of framework structure based on wavelet packet analysis and neural network[J];Earthquake Engineering and Engineering Vibration;2003-05
3 Sun Zengshou~(1,2), Han Jiangang~1,Ren Weixin ~1 (1.Department of Civil Engineering, Fuzhou University,Fuzhou 350002, China; 2.Department of Civil Engineering,Zhengzhou University,Zhengzhou 450002,China);State-of-the-art research and development of wavelet analysis based structural damage detection[J];Earthquake Engineering and Engineering Vibration;2005-02
4 YAN Guirong,DUAN Zhongdong,OU Jinping(School of Civil Engineering,Harbin Institute of Technology,Harbin 150090,China);Review on structural damage detection based on vibration data[J];Journal of Earthquake Engineering and Engineering Vibration;2007-03
5 *XIE Jun1,2,JIANG Jian-jing2,HAN Da-jian3,WANG Guo-liang1(1.Research Institute of Highway,Ministry of Communications,Beijing 100088,China;2.Department of Civil Engineering,Tsinghua University,Beijing 100084,China;3.Department of Civil Engineering,South China University of Technology,Guangzhou,Guangdong 510640,China);THREE-STEP METHOD FOR DAMAGE DETECTION OF LONG SPAN CABLE-STAYED BRIDGES[J];Engineering Mechanics;2006-08
6 LIU Long MENG Guang (State Key Laboratory of Vibration,Shock and Noise,Shanghai Jiao Tong University,Shanghai 200240,China);Structure damage severity identification based on support vector machine[J];Structure & Environment Engineering;2005-04
7 Sha Li-xin and Ruan Xin (Department of Bridge Engineering, Tongji University, Shanghai 200092);State of the Art of Health Inspecting and Assessment Methods in the Bridge Structures[J];Journal of Qingdao Institute of Architecture and Engineering;2003-04
8 QU Weilian1,HUANG Dongmei1,2(1.Institute of Civil Engineering and Architecture, Wuhan University of Technology, Wuhan 430070, China;2.Department of Civil Engineering, Guangxi College of Technology, Liuzhou 545005, China);Two-step damage diagnosis methods of large and complex structures[J];World Information On Earthquake Engineering;2003-02
9 ZHANG Yang,LI Guo-qiang(School of Civil Engineering,Tongji University,Shanghai 200092,China);Application of universal bank of natural frequency indexes in damage location of beams with fixed ends[J];;2005-04
10 liu Wenfeng 1 Liu Chuntu 1 Ying Huaiqiao 2 (1.Institute of Mechanics,Chinese Academy of Sciences,Beijing 100080; 2.China Orient Institute of Noise & Vibration,Beijing 100085);RESEARCH ON DAMAGE ORIENTATION BY CHANGE OF EIGENFREQUENCY[J];Journal of Vibration and Shock;2004-02
【Secondary References】
Chinese Journal Full-text Database 2 Hits
1 CHENG Lei1,QU Weilian2(1.Research Institute of Structural Engineering and Disaster Reduction,Tongji University,Shanghai 200092,China;2.Hubei Key Laboratory ofRoadway Bridge and Structure Engineering,Wuhan University of Technology,Wuhan 430070,China);Structural damage detection based on EMD method and RBF neural network[J];Journal of Earthquake Engineering and Engineering Vibration;2008-04
2 TAO Kun;Current status and prospects on health monitoring and safe assessment of bridge[J];Shanxi Architecture;2009-27
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 YUAN Shen fang,TAO Bao qi,ZHU Xiao rong,SHI Li hua (The Aeronautic Key Laboratory for Smart Material and Structure, Nanjing University of Aeronautic and Astronautic, Nanjing 210016, China;Damage Self diagnose of Composite Material Using Active Monitoring Technology and Wavelet Analysis Method[J];Journal of Materials Engineering;2001-02
2 Wang Yunjian (Institute of Engineering Mechanics,State Seismological Bureau .Harbin 150080 China);APPLICATIONS OF INVERSE PROBLEM TO ENGINEERING VIBRATION[J];Earthquake Engineering and Engineering Vibration;1995-03
3 Li Guoqiang; Hao Kunchao; Lu Ye(Tongji University);A Deflection Approach for Damage ldentification of Cantilever-type Structures With Bending and Shear Deformation[J];EARTHQUAKE ENGINEERING AND ENGINEERING VIBRATION;1999-01
4 LI Hong nan, LI Dong sheng(Dalian University of Technology, Dalian 116024, China);Safety assessment, health monitoring and damage diagnosis for structures in civil engineering[J];Earthquake Engineering and Engineering Vibration;2002-03
5 QU Wei lian, CHEN Chao, WANG Jing (Institute of Civil Engineering and Architecture of Wuhan University of Technology, Wuhan 430070, China);Instantaneous stress field identification for bracket of roof latticed truss structure in Shenzhen Citizens Center[J];Earthquake Engineering and Engineering Vibration;2002-04
6 Li Jie Chen Jun (Tongji University,Shanghai,200092);INVERSION OF GROUND MOTION WITH UNKNOWN STRUCTURAL PARAMETERS[J];EARTHQUAKE ENGINEERING AND ENGINEERING VIBRATION;1997-03
7 Liu Fengnian Li Hongnan Liu Ming(Shenyang Architectural and Civil Engineering Institute,Shenyang 110015,China);IDENTIFYING DYNAMIC PARAMETERS OF STRUCTURES USINGOPTIMUM METHOD[J];EARTHQUAKE ENGINEERING AND ENGINEERING VIBRATION;1998-01
8 LIU Ying\|xi 1,2 , WANG Deng\|gang 1,2 , LI Shou\|ju 1,2 , WANG Hai\|ju 1,2 ( 1. Dept. of Eng. Mechanics, Dalian Univ. of Technol, Dalian 116024, China; 2. State Key Lab. of Struct. Anal. for Ind. Equip., Dalian Univ. of Techno;New method for identifying elastic modulus of concrete gravity dam[J];JOURNAL OF DALIAN UNIVERSITY OF TECHNOLOGY;2000-02
9 Zhong Wanxie(Research Institute of Engineering Mechanics,DUT);On precise time-integration method for structural dynamics[J];JOURNAL OF DALIAN UNIVERSITY OF TECHNOLOGY;1994-02
10 REN Wei-xin (Department of Civil Engineering and Architectures, Fuzhou University, Fuzhou, Fujian 350002, China);Comparison of system identification methods using ambient vibration measurements[J];Journal of Fuzhou University(Natural Sciences Edtion);2001-06
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved