DOI QR코드

DOI QR Code

Reliability analysis by numerical quadrature and maximum entropy method

  • Zhu, Tulong (Aircraft Engineering Department, Northwestern Polytechnical University)
  • 발행 : 1995.03.25

초록

Since structural systems may fail in any one of several failure modes, computation of system reliability is always difficult. A method using numerical quadrature for computing structural system reliability with either one or more than one failure mode is presented in this paper. Statistically correlated safety margin equations are transformed into a group of uncorrelated variables and the joint density function of these uncorrelated variables can be generated by using the Maximum Entropy Method. Structural system reliability is then obtained by integrating the joint density function with the transformed safety domain enclosed within a set of linear equations. The Gaussian numerical integration method is introduced in order to improve computational accuracy. This method can be used to evaluate structural system reliability for Gaussian or non-Gaussian variables with either linear or nonlinear safety boundaries. It is also valid for implicit safety margins such as computer programs. Both the theory and the examples show that this method is simple in concept and easy to implement.

키워드

참고문헌

  1. Ditlevsen, O. (1979), "Narrow reliability bounds for structural system", J. Struct. Mech., 7(4), 45-472.
  2. Elderton, W. P. and Johnson, N.L. (1976), System of Frequency Curves, Cambridge University Press, Cambridge.
  3. Feng, Y.S. (1989), "A method for computing structural system reliability with high accuracy", Comput. Struct., 33(1), 1-5. https://doi.org/10.1016/0045-7949(89)90122-3
  4. Feng, Y. S. (1990), "The computation of failure probability for nonlinear safety margin equations", Reliability Engineering and Safety, 27(3), 323-331. https://doi.org/10.1016/0951-8320(90)90003-6
  5. Hasofer, A. M. and Lind, N. C. (1974), "An exact and invariant first order reliability format", J. Eng. Mech. Div. ASCE, 100(EM1), 11-121.
  6. Li, K.S. and Lumb, P. (1985), "Reliability analysis by numerical integration and curve fitting", Structural Safety, 3, 29-36. https://doi.org/10.1016/0167-4730(85)90005-0
  7. Shapiro, S. S. and Gross, A.J. (1981), Statistical Modelling Techniques, Marcel Dekker, New York.
  8. Sidall, J. N. (1982), Optimal Engineering Design: Principles and Applications, Marcel Dekker, New York.
  9. Sidall, J. N. (1983), Probabilistic Engineering Design, Marcel Dekker, New York.
  10. Zhu, T.-L. (1993), "Numerical integration in affine space to compute structural system reliability", Comput. Struct., 48(4), 749-753. https://doi.org/10.1016/0045-7949(93)90270-N