Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《JOURNAL OF NORTHEASTERN UNIVERSITY》 2002-05
Add to Favorite Get Latest Update

Study of Damage Localization Based-Probabilistic Neural Network for Suspension Bridge

JIANG Shao fei 1,4 , LIU Kui hao 2, LIAO Yun 3, JIA Lian guang 4 (1.?School of Resources & Civil Engineering, Northeastern University, Shenyang 110004, China;?2.?Liaoyang Construction Management Department, Liaoyang 111000,China;?3.?Shenyang Na  
The methods and principles of a traditional probabilistic neural network (PNN) and an adaptive PNN model were given respectively. The damage localization for suspension bridge was studied using the traditional and adaptive PNN, and the effect of noise level on identification accuracy (IA) was discussed. The IA for damage localization by using the adaptive PNN is better than that by using the traditional PNN. Furthmore, the IA values decrease as the noise level increse.
【Fund】: 建设部科技攻关项目 ;; 香港RGC项目
【CateGory Index】: U448
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 10 Hits
1 Fan Yanyan,Li Ziqi;Study of Damage Distinguishing of Suspension Bridge Base on BP Nerve Network Algorithm[J];Urban Roads Bridges & Flood Control;2008-06
2 SHA Cheng-man,LIU Bin,WANG En-de(School of Resources & Civil Engineering,Northeastern University,Shenyang 110004,China.);Influence of Structure-Soil Interaction on Identification of Damage to Structure[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2006-08
3 SUN Hongmin1, LI Hongnan2 (1.Department of Civil Engineering, Shenyang Architectural Institute, Shenyang 110015, China; 2.School of Civil and Hydraulic Engineering, Dalian University of Technology, Dalian 116024, China);State-of-the-Art Review of the Structural Health Monitoring in Civil Engineering[J];Journal of Seismology;2003-03
4 DI Sheng-kui,GAO Hong(School of Civil Engineering,Lanzhou University of Science and Technology,Lanzhou 730050,China);On Damage Localization of Thick Pile Cap Based on Probabilistic Neural Network[J];Journal of Gansu Sciences;2007-03
5 Han Da-jian Yang Bing-yao Yan Quan-sheng(College of Architecture and Civil Engineering, South China Univ. of Tech., Guangzhou 510640, Guangdong, China);An Artificial Neural Network Method to Evaluate Bridge Damage Conditions[J];Journal of South China University of Technology(Natural Science);2004-09
6 HU Li-li,ZHENG Hong*(College of Civil Engineering and Architecture,Chang'an University,Xi'an 710061,China);Research on Ductility of Unbonded Partially Prestressed Concrete Beam with High Strength Based on Genetic Algorithm and Neural Network[J];Journal of Jiangnan University(Natural Science Edition);2008-04
7 WANG Qing, YI Cheng*, WANG Jianqiang (China University of Mining and Technology(Beijing), Beijing 100083);Choice of Parameter and Decrease of Stylebook with the Method of Damage Location Hierachical Identification for Complex Structure[J];Science Technology and Engineering;2006-11
8 JIANG Shao fei,ZHOU Guang shi,LIU Ming (Faculty of Civ.Eng.,Shenyang Arch.and Civ.Eng.Univ.,Shenyang,110005,China);Methods of Structural Damage Detection with regared to Uncertain Factors[J];Journal of Shenyang Architectural and Civil Engineering Institute;2002-02
9 YANG Xiaonan1,JIANG Shaofei1,NI Yiqing2(1.Dept.of Civ.Eng.,Shenyang Architecture and Civil Engineering University,Shenyang,110015,China;2.Dept.of Civ.Eng.& Struc.Eng.,Hong Kong Polytechnic University,HongKong,China);Damage detection of the complex civil engineering structures based on feature vectors reduction[J];Journal of Shenyang Architectural and Civil Engineering Institute;2003-02
10 DU De-run, QIU De-lun~(1)), LI Ai-qun~(2)), WANG Xiu-xin(College of Civil Engineering, Southeast University, Nanjing 210096, China);APPLICATION OF ARTIFICIAL NEURAL NETWORK ON STRUCTURAL HEALTH MONITORING IN CIVIL ENGINEERING[J];Nondestructive Testing;2004-08
【Citations】
Chinese Journal Full-text Database 2 Hits
1 Jiang Shaofei;Zhong Shantong;The Application of Neural Networks in Structural Engineering[J];Journal of Harbin University of Civil Engineering and Architecture;1998-06
2 Hang Shaofei Liu Zhiyang ( Northeastern University);APPLICATION OF ARTIFICIAL NEURAL NETWORK TO THE DESIGN PARAMETERS PREDICTION FOR STEEL-ENCASED CONCRETE FRAME COLUMNS AND ITS ADAPTABILITY[J];China Civil Engineering Journal;1997-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Wu Bo~(1),Hu Yunxia~(1,2)(1.Department of Civil Engineering,South China University of Technology,Guangzhou 510640,China;2.Guangzhou Jinhai Design Co.,Ltd,Guangzhou 510300,China);Research on damage identification of load-bearing cables in a practical spatial cable-strut structure based on back-propagation neural networks[J];Earthquake Engineering and Engineering Vibration;2005-06
2 Wu Bo,Hu Yunxia(Department of Civil Engineering,South China University of Technology,Guangzhou 510640,China);Research on damage identification of joints in a practical spatial cable-strut structure based on back-propagation neural networks[J];Earthquake Engineering and Engineering Vibration;2006-01
3 Jiang Shaofei;The Method of Data Processing of Artificial Neural Networksin Civil Engineering Problems[J];JOURNAL OF HARBIN UNIVERSITY OF CIVIL ENGINEERING AND ARCHITECTURE;1999-05
4 Wei Pengsheng (Dept. of Civil Eng., Huaqiao Univ., 362011, Quanzhou);Dynamic Adaptation of Accelerated BP Network in Preestimating the Settlement of Single Pile[J];JOURNAL OF HUAQIAO UNIVERSITY(NATURAL SCIENCE);1999-01
5 YAO Jin xing,LIU Gong li,MA Cheng song (Jianghan Petroleum Institute,Jingzhou 434102);Evaluating Aseismatic Design of Old Buildings by Using ANN Analysis[J];JOURNAL OF JIANGHAN PETROLEUM INSTITUTE;2000-01
6 MA Cheng song,XU Cheng xiang,LI Ji xiang (Jianghan Petroleum Institute,Jingzhou 434102);Constructing an Expert System for Diagnosing the Quality of Pile Foundation[J];JOURNAL OF JIANGHAN PETROLEUM INSTITUTE;2000-01
7 HU Li-li,ZHENG Hong*(College of Civil Engineering and Architecture,Chang'an University,Xi'an 710061,China);Research on Ductility of Unbonded Partially Prestressed Concrete Beam with High Strength Based on Genetic Algorithm and Neural Network[J];Journal of Jiangnan University(Natural Science Edition);2008-04
8 ZHAO A-qun GUO Hui-guo;The local max Mises stress calculation and analysis of cast-steel joint[J];Shanxi Architecture;2007-29
9 ;Fast learning approach based on functional-link neural netword and its application[J];COMPUTER ENGINEERING AND DESIGN;1999-05
10 GAO Hua-guo,WANG Hai-jun,LI Xing-quan(School of Civil Engineering,Shenyang University of Technology,Shenyang 110023,China);Investigation on bearing capacity of square CFT columns under axial load based on neural network[J];Journal of Shenyang University of Technology;2005-06
【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 WU Da hong,ZHAO Ren da (Department of Bridge and Structural Engineering,Southwest Jiaotong University,Chengdu 610031,China);Research on the bridge health monitoring system based on genetic algorithms and neural network[J];Building Science Research of Sichuan;2002-03
3 YUAN Xin,XIE Huicai,CHEN Gaofeng(Dept.of Civil Eng.,Shantou Univ.,Shantou515063,China);Study of infrared thermography in non-destructive testing of building finish[J];Building Science Research of Sichuan;2003-02
4 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
5 XIA Hong-xia~1, ZHOU Hong~1, ZHONG Luo~1, WEI Guang-qiong~2 (1 The Research Center of Intelligent Technology and Intelligent System, Wuhan University of Technology, Wuhan 430070, China;2 School of Engineering, China University of Geosciences, Wuhan 430030, China);ASSESSMENT OF EFFICIENT LIFETIME OF CONCRETE STRUCTURE BY MEANS OF NEURAL NETWORK[J];Journal of Safety and Environment;2004-01
6 Zeng Kaihua et al.(35);Application of Fractal Theory in Side Slope Prediction[J];UNDERGROUND SPACE;1999-01
7 Li Qing; Zheng Deling; Zeng Yongsheng(Information Engineering School,UST Beijing, Beijing 100083, China);A New Identification Method for Chaos (Ⅱ)[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;1999-03
8 QIN Zaidong LI Ping (College of politics and Law Huazhong Normal University, Wuhan Hubei 430079);The Philosophical Premise of the Theory of Sustainable Development[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;2000-03
9 CHEN Yi-an , ZHANG Yi-ping (dept of economic math chongqing commerce institute);The Non-linear Prediction on Study Based on Wavelet Network[J];Commercial Research;2003-04
10 WU Heng-yu, LIN Xiang (School of Management, Xi'an Jiaotong University, Xi'an 710049, China);Nonlinear Characteristis of Financial Market: Chaos and Fractal[J];Commercial Research;2003-07
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 WU Yang1,ZHUO Lin2,XIE Xin2 (1.School of Electrical Engineering;2.School of Science,Beijing Jiaotong University,Beijing 100044,China);A Study on the Assessment of Economic Value of Environmental Factors in Commercial House Business[J];Journal of Beijing Jiaotong University(Social Sciences Edition);2007-04
2 ;A Structural Vibration Monitoring System Based on PoE and Its Engineering Application[J];Chongqing Architecture;2009-05
3 JIANG Shao-fei~(1),YANG Xiao-nan~(1), CHEN Zhao-cai~(1),NI Yi-qing~(2), GAO Zan-ming~(2) (1.School of Civil Engineering, Shenyang Architectural and Civil Engineering University,Shenyang 110168,China; 2.Dept.Civil Engineering & Structural Engineering, The Hong Kong Polytechnic University,Hong Kong,China);Research on damage localization of principal component analysis-based probabilistic neural network[J];Earthquake Engineering and Engineering Vibration;2004-02
4 DU Feiping1,TAN Yonghua2,CHEN Jianhua1 (1.Xi'an Aerospace Propulsion Institute,Xi'an 710100,China;2.Academy of Aerospace Propulsion Technology,Xi'an 710100,China);Structural damage identification methods based on improved generalized Kalman filter[J];Journal of Earthquake Engineering and Engineering Vibration;2010-04
5 WANG Hui,YANG Lin,DING Jin-hua,LI Ming-yingSchool of Mechanical Engineering & Automation,Dalian Polytechnic University,Dalian 116034,China;Classification and recognition of wood block texture based on PNN[J];Journal of Dalian Polytechnic University;2009-05
6 Liu Yu Bi Dan Li Zhaoxia(School of Civil Engineering,Southeast University,Nanjing 210096,China);Optimal placement of accelerometers in long cable-stayed bridges based on genetic algorithm[J];Journal of Southeast University(Natural Science Edition);2009-04
7 DI Sheng-kui,HAN Quan-zhi,LI Hui,YANG Dong (School of Civil Engineering,Lanzhou University of Technology,Lanzhou 730050,China);RESEARCH ON THE SHAPE MEMORY ALLOY APPLIED IN STRUCTURAL HEALTH MONITORING[J];Low Temperature Architecture Technology;2008-04
8 ;Design of Monitoring System for High-speed Railway Bridges[J];Electronic Engineering & Product World;2010-12
9 Li Hong-sheng,Dong Jun (Automation School of Wuhan University of Technology,Wuhan 430074,China);The Application of RS-485 in a Structural Health MonitoringSystem[J];Electronics Quality;2004-07
10 He Fei/Faculty of Architectural Engineering,Kunming University of Science and Technology,Kunming 650000,China Ye Liao-yuan/Yunnan University,Kunming 650091,China;Review of Vibration-based Structural Damage Identification Approaches[J];Earthquake Resistant Engineering;2005-S1
China Proceedings of conference Full-text Database 3 Hits
1 Zheng Jingjie1 Zuo Yongzhi 2 Shi Gang 3 Huo Da1 (1.The College of Architecture and Civil Engineering, BeiJing University of Technology, Beijing 100124; 2.Beijing Building Construction Research Institute, Beijing 100039; 3.Key Laboratory of Structural Engineering and Vibration of Education Ministry, Department of Civil Engineering, Tsinghua University, Beijing 100084);Detection technique and evaluation method for glass curtain wall[A];[C];2008
2 He Feil Faculty of Architectural Engineering, Kunming University of Science and Technology, Kunming 650000, China Ye Liao-yuan/Yunnan University, Kunming 650091, China;Review of Vibration-based Structural Damage Identification Approaches[A];[C];2005
3 CHENG Yuan-sheng, WANG Huai-qun, WANG Gang (College of Traffic Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China);Damage Detection of Structures Using Dynamic Characteristics of Controlled Structures[A];[C];2004
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Wang Hendong;Zhao Guofan(Department of Civil Eogineering,Dalian University of Technology 116024);EVALUATION OF EXISTING STRUCTURES BASED ON ANTIFICIAL NEURAL NETWORK[J];;1996-08
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved