TY  - CONF
VL  - 244
UR  - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85063517310&doi=10.1088%2f1755-1315%2f244%2f1%2f012029&partnerID=40&md5=91341d913e4e5ba088568d1518997286
A1  - Lim, E.S.
A1  - Liew, M.S.
SN  - 17551307
PB  - Institute of Physics Publishing
Y1  - 2019///
KW  - Communication channels (information theory); Earthquake engineering; Engineering geology; Equations of motion; Frequency estimation; Frequency response; Geophysics; Iterative methods; MIMO systems; Nonlinear systems; Religious buildings; Spectrum analysis; Stochastic systems
KW  -  Duffing oscillator; Equation of motion; Frequency response functions; Non-linear stiffness; Non-linear structural behaviours; Non-linear system identification; Physical parameters; Spectral estimation techniques
KW  -  Nonlinear equations
ID  - scholars11701
TI  - Nonlinear System Identification of Structures Subject to Stochastic Loadings
N2  - This paper intends to explore the application of the Reverse Multiple Input Multiple Output (R-MISO) technique in the system identification of nonlinear structural behaviour. This paper introduces two concepts in improving the identification estimates of multiple inputs and nonlinear systems, which is the conditioned spectral estimation technique and the inversion of the frequency response function formulas. In this paper, a linear equation of motion with a nonlinear Duffing oscillator is modelled and tested using this technique in order to model the typical nonlinear stiffness characteristics of materials and their design limit. The results indicate a good fit between the predicted physical parameters and the model properties. The nonlinearities were successfully isolated in a non-iterative procedure and the parameters were correctly identified. Multiple coherency was used as a tool to describe the various contributions of the inputs to the system outputs. © 2019 Published under licence by IOP Publishing Ltd.
N1  - cited By 0; Conference of 2nd National Colloquium on Wind and Earthquake Engineering, NCWE 2018 ; Conference Date: 17 August 2018 Through 18 August 2018; Conference Code:146114
AV  - none
ER  -