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Uncertainty analysis of nonlinear systems employing the first-order reliability method
Chan Kyu Choi and Hong Hee Yoo*
The Journal of Mechanical Science and Technology, vol. 26, no. 1, pp.39-44, 2012
Abstract : In most mechanical systems, properties of the system elements have uncertainties due to several reasons. For example, mass, stiffness
coefficient of a spring, damping coefficient of a damper or friction coefficients have uncertain characteristics. The uncertain characteristics
of the elements have a direct effect on the system performance uncertainty. It is very important to estimate the performance uncertainty
since the performance uncertainty is directly related to manufacturing yield and consumer satisfaction. Due to this reason, the performance
uncertainty should be estimated accurately and considered in the system design. In this paper, performance measures are defined
for nonlinear vibration systems and the performance measure uncertainties are estimated employing the first order reliability method
(FORM). It was found that the FORM could provide good results in spite of the system nonlinear characteristics. Comparing to the
results obtained by Monte Carlo Simulation (MCS), the accuracy of the uncertainty analysis results obtained by the FORM is validated.
Keyword : First order reliability method (FORM); Nonlinear vibration system; Performance measure; Uncertainty analysis |
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