Wavelet based system identification for a nonlinear experimental model

被引:1
|
作者
Li, Luyu [1 ,2 ]
Qin, Han [2 ]
Niu, Yun [2 ]
机构
[1] Dalian Univ Technol, State Key Lab Coastal & Offshore Engn, Dalian 116024, Liaoning, Peoples R China
[2] Dalian Univ Technol, Sch Civil Engn, Dalian 116024, Liaoning, Peoples R China
基金
美国国家科学基金会;
关键词
nonlinear system identification; wavelet transform; nonlinear test model; adjustable dampers; shake table test; SUBSPACE IDENTIFICATION; TRANSFORM; PARAMETERS;
D O I
10.12989/sss.2017.20.4.415
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Traditional experimental verification for nonlinear system identification often faces the problem of experiment model repeatability. In our research, a steel frame experimental model is developed to imitate the behavior of a single story steel frame under horizontal excitation. Two adjustable rotational dampers are used to simulate the plastic hinge effect of the damaged beam-column joint. This model is suggested as a benchmark model for nonlinear dynamics study. Since the nonlinear form provided by the damper is unknown, a Morlet wavelet based method is introduced to identify the mathematical model of this structure under different damping cases. After the model identification, earthquake excitation tests are carried out to verify the generality of the identified model. The results show the extensive applicability and effectiveness of the identification method.
引用
收藏
页码:415 / 426
页数:12
相关论文
共 50 条
  • [21] Experimental Nonlinear Model Identification of a Highly Nonlinear Resonator
    Yildirim, Tanju
    Zhang, Jiawei
    Sun, Shuaishuai
    Alici, Gursel
    Zhang, Shiwu
    Li, Weihua
    JOURNAL OF VIBRATION AND ACOUSTICS-TRANSACTIONS OF THE ASME, 2018, 140 (03):
  • [22] Photovoltaic Power Forecasting Model Based on Nonlinear System Identification
    Alqahtani, Ayedh
    Marafi, Suhaila
    Musallam, Basim
    El Khalek, Nour
    CANADIAN JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING-REVUE CANADIENNE DE GENIE ELECTRIQUE ET INFORMATIQUE, 2016, 39 (03): : 243 - 250
  • [23] Model determination for nonlinear state-based system identification
    Jason R. Kolodziej
    D. Joseph Mook
    Nonlinear Dynamics, 2011, 63 : 735 - 753
  • [24] Model determination for nonlinear state-based system identification
    Kolodziej, Jason R.
    Mook, D. Joseph
    NONLINEAR DYNAMICS, 2011, 63 (04) : 735 - 753
  • [25] A Nonlinear Fractional Oscillator and Its Experimental Identification in Terms of Wavelet Method
    Bereteu, Liviu
    Draganescu, Gheorghe Eugen
    Stanescu, Dan Viorel
    PHYSICS CONFERENCE (TIM-10), 2011, 1387
  • [26] Dynamic wavelet neural network for nonlinear dynamic system identification
    Tan, YH
    Dang, XJ
    Liang, F
    Su, CY
    PROCEEDINGS OF THE 2000 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, 2000, : 214 - 219
  • [27] Robust speaker identification system based on wavelet transform and Gaussian mixture model
    Chen, WC
    Hsieh, CT
    Lai, E
    NATURAL LANGUAGE PROCESSING - IJCNLP 2004, 2005, 3248 : 263 - 271
  • [28] Robust speaker identification system based on wavelet transform and Gaussian mixture model
    Hsieh, CT
    Lai, E
    Wang, YC
    JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2003, 19 (02) : 267 - 282
  • [29] Parameter identification of nonlinear system and its application based on strong tracking filter and wavelet transform
    Chen, Jie
    Deng, Fang
    Chen, Wen-Jie
    Ma, Tao
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2010, 27 (06): : 738 - 744
  • [30] Parameter identification of time-varying and typical nonlinear vibration system based on wavelet transform
    Central South University, Changsha 410075, China
    不详
    不详
    J Vib Shock, 13 (123-129+147):