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HE Hao-xiang, YAN Wei-ming, ZHANG Ai-lin, WANG Zhuo. Structural Damage Information Fusion Based on Soft Computing[J]. Journal of Beijing University of Technology, 2009, 35(2): 206-212. DOI: 10.3969/j.issn.0254-0037.2009.02.011
Citation: HE Hao-xiang, YAN Wei-ming, ZHANG Ai-lin, WANG Zhuo. Structural Damage Information Fusion Based on Soft Computing[J]. Journal of Beijing University of Technology, 2009, 35(2): 206-212. DOI: 10.3969/j.issn.0254-0037.2009.02.011

Structural Damage Information Fusion Based on Soft Computing

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  • Received Date: May 13, 2007
  • Available Online: December 09, 2022
  • Information fusion is introduced to enhance the accuracy of damage detection with multi sensors.In the damage information fusion for character level,the concept for integral support vector machine damage detection matrix,damage self-information and damage information entropy are presented.The structure is divided into multiple substructures,the data acquisition and support vector machine are established for each substructure in order to form integral SVM damage detection matrix.In the damage information fusion for decision level,the methods based on fuzzy set theory,material element theory and fuzzy neural network are studied.The results,proven by a numerical example of space structure,show that the methods are valid and effective.
  • [1]
    HALL D L.Mathematical techniques in multi-sensor data fusion[M].Boston:Artech House,1992:2-10.
    [2]
    吕大刚,王光远.结构智能健康诊断的信息融合原理[J].哈尔滨建筑大学学报,2002,35(4):1-5.L(?)Da-gang,WANG Guang-yuan.Information fusion principle for intelligent health diagnosis of structures[J].Journal of Harbin University of Civil Engineering and Architecture,2002,35(4):1-5.(in Chinese)
    [3]
    ZADEH L A.Fuzzy logic,neural networks,and soft computing[J].Communications of ACM,1994,37(3):77-84.
    [4]
    闫维明,何浩祥,马华,等.基于粗糙集和支持向量机的空间结构健康监测[J].沈阳建筑大学学报,2006,22(1):86-90.YAN Wei-ming,HE Hao-xiang,MA Hua,et al.Structural health monitoring for spatial structures based on rough set and support vector machine[J].Journal of Shenyang Jianzhu University,2006,22(1):86-90.(in Chinese)
    [5]
    REZA F M.An introduction to information theory[M].New York:Dover Publications,1994:35-40.
    [6]
    王光远.工程软设计理论[M].北京:科学出版社,1992:2-10.
    [7]
    丁阳,张玉峰,李忠献.大跨度空间网格结构的损伤定位[J].建筑结构学报,2006,27(1):70-85.DING Yang,ZHANG Yu-feng,LI Zhong-xian.Damage localization for long-span spatial lattice structures[J].Journal of Building Structures,2006,27(1):70-85.(in Chinese)
    [8]
    蔡文.物元模型及其应用[M].北京:科学技术文献出版社,1994:31-50.
    [9]
    TAKAGI T,SUGENO M.Fuzzy identification of systems and its application to modeling and control[J].IEEE Transactions on Systems,Man and Cybernetics,1985,15(1):116-132.

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