FIR and IIR filtering and data driven stochastic subspace identification for the continuous dynamic modal parameter identification of cable stayed bridge

被引:0
|
作者
Khan, Inamullah [1 ]
Malik, Khurram [1 ]
Ali, Sarfraz [1 ]
Shan, Deshan [2 ]
机构
[1] NUST, Coll Civil Engn, Risalpur, Pakistan
[2] Southwest Jiaotong Univ, Civil Engn Sch, Bridge Engn Dept, Chengdu, Sichuan, Peoples R China
关键词
D O I
暂无
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
With the advancement in technology, the need for an effectual health monitoring of structures, specially the long span cable stayed bridges have increased the quest for a continuous monitoring of these cable stayed bridges so that, an accurate and reliable data is collected from these sophisticated instruments installed at these bridges and then analyzed in a very effective way. Therefore in this paper the FIR and IIR filter are introduce one by one, to the dynamic data obtained from real life cable stayed bridge. Then the reconstructed signal obtained after performing the filtering was used for the continuous modal parameters identification such as Frequency and Damping Ratio using the improved Data Driven Stochastic Subspace Identification (DATA-SSI). For this purpose the real life data has been collected form Sutong cable stayed Bridge, and the proposed technique was applied to this real life data. The results shows that the proposed method gives better results and the modal parameters obtained by this technique are more accurate and consistent and provides better representation of real life bridge health monitoring.
引用
收藏
页码:741 / 749
页数:9
相关论文
共 50 条
  • [1] Continuous Modal Parameter Identification of a Cable-Stayed Bridge Based on Robustious Decomposition and Covariance-Driven Stochastic Subspace Identification
    I. Khan
    D. Shan
    Q. Li
    Iranian Journal of Science and Technology, Transactions of Civil Engineering, 2016, 40 : 11 - 22
  • [2] Continuous Modal Parameter Identification of a Cable-Stayed Bridge Based on Robustious Decomposition and Covariance-Driven Stochastic Subspace Identification
    Khan, I.
    Shan, D.
    Li, Q.
    IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING, 2016, 40 (01) : 11 - 22
  • [3] Data interpretation and continuous modal parameter identification of cable stayed bridge
    Khan, Inamullah
    Shan, Deshan
    Li, Qiao
    He, Jie
    Nan, Fei Long
    Open Civil Engineering Journal, 2015, 9 (01): : 577 - 591
  • [4] MODAL PARAMETER IDENTIFICATION OF CABLE STAYED BRIDGE BASED ON EXPLORATORY DATA ANALYSIS
    Khan, I.
    Shan, D.
    Li, Q.
    ARCHIVES OF CIVIL ENGINEERING, 2015, 61 (02) : 3 - 22
  • [5] Modal identification of a cable-stayed bridge
    Yen, WHP
    Baber, TT
    Barton, FW
    ENGINEERING MECHANICS: PROCEEDINGS OF THE 11TH CONFERENCE, VOLS 1 AND 2, 1996, : 600 - 603
  • [6] Data processing in subspace identification and modal parameter identification of an arch bridge
    Fan, Jiangling
    Zhang, Zhiyi
    Hua, Hongxing
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2007, 21 (04) : 1674 - 1689
  • [7] Challenges in the application of stochastic modal identification methods to a cable-stayed bridge
    Magalhaes, Filipe
    Caetano, Elsa
    Cunha, Alvaro
    JOURNAL OF BRIDGE ENGINEERING, 2007, 12 (06) : 746 - 754
  • [8] MODAL PARAMETER IDENTIFICATION OF GIRDER BRIDGE BASED ON COVARIANCE-DRIVEN STOCHASTIC SUBSPACE ALGORITHM
    Shan, D. S.
    Li, Q.
    ENVIRONMENTAL VIBRATIONS: PREDICTION, MONITORING, MITIGATION AND EVALUATION, VOLS I AND II, 2009, : 1365 - 1370
  • [9] Modal Parameter Identification of a Quayside Container Crane Based on Data-Driven Stochastic Subspace Identification
    Xiuzhong Xu
    Xu Zhang
    Weidong Zhu
    Xiancheng Gu
    Journal of Vibration Engineering & Technologies, 2021, 9 : 919 - 938
  • [10] Modal Parameter Identification of a Quayside Container Crane Based on Data-Driven Stochastic Subspace Identification
    Xu, Xiuzhong
    Zhang, Xu
    Zhu, Weidong
    Gu, Xiancheng
    JOURNAL OF VIBRATION ENGINEERING & TECHNOLOGIES, 2021, 9 (05) : 919 - 938