Abstract

Due to manufacturing errors and material deteriorations in the metal rubber of clamps, the clamp stiffness of the pipeline is uncertain. This paper presents a non-intrusive multi-dimensional Chebyshev polynomial approximation method (M-CPAM) to evaluate uncertain characteristics of the frequency response function (FRF) of the clamp-pipeline system (CPS), where the clamp stiffness parameters are taken as unknown but bounded interval variables. Firstly, a finite element model of the clamp-pipeline system is established. Secondly, the variance-based global sensitivity analysis is implemented to determine significant stiffness parameters. Then, the uncertain intervals of the clamp stiffness are measured by experiments and the dispersion of the clamp stiffness is described. Finally, based on the measured stiffness interval, the uncertain frequency responses of the CPS under different tightening torques are analyzed by the proposed M-CPAM, and the effectiveness of simulation results is verified by experiments. Compared with the results obtained from the Monte Carlo simulation, the experimental measurements, and the polynomial chaos expansion, the proposed M-CPAM provides a more accurate, time-saving and practical method for solving the uncertain frequency responses of the CPS with interval stiffness variables. The results show that the clamp stiffness has great dispersion under the same tightening torque. A frequency shift phenomenon will be observed when the clamp stiffness is uncertain. Moreover, the dispersion of the frequency response of the CPS tends to be concentrated with the increase of the tightening torques.

Highlights

  • The pipeline system, as an important component for transporting fluids such as lubricating oil, fuel oil, and hydraulic oil, is widely used in the aviation industry

  • This paper presents a multi-dimensional Chebyshev polynomial approximation method for uncertain frequency response analysis of the clamp-pipeline system (CPS) with interval stiffness variables

  • This paper develops a non-intrusive multi-dimensional Chebyshev polynomial approximation method (M-CPAM) for the uncertain frequency response of clamppipeline systems with interval variables, which is seldom studied in previous literatures

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Summary

NOMENCLATURE

Ai the i-th order eigenvector ai1,··· ,ig Chebyshev polynomial expansion coefficient b uncertain parameter vector bLi , bHi the lower and upper bounds of the ith member of b. GREEK SYMBOLS θx variation of the angular displacement in the θx direction ρ(x) weight function of Chebyshev polynomial. VOLUME 8, 2020 ρ μY φαk (ζk ) δij material density of the pipeline mean of Y αk th-order marginal orthogonal polynomial Kronecker delta symbol

INTRODUCTION
THE GLOBAL SENSITIVITY ANALYSIS OF THE CPS
METHODS
THE PROPOSED MULTI-DIMENSIONAL CHEBYSHEV POLYNOMIAL APPROXIMATION METHOD
RESULTS COMPARISON
CONCLUSION
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