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Multicut-High Dimensional Model Representation for Reliability Bounds Estimation

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Numerical Methods for Reliability and Safety Assessment
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Abstract

The structural reliability analysis in presence of mixed uncertain variables demands more computation as the entire configuration of fuzzy variables needs to be explored. The existence of multiple design points plays an important role in the accuracy of results as the optimization algorithms may converge to a local design point by neglecting the main contribution from the global design point. Therefore, in this chapter, a method for estimating the reliability bounds of structural systems involving multiple design points in presence of mixed uncertain variables is presented. The proposed method involves weight function to identify multiple design points, multicut-high dimensional model representation for the limit state function approximation, transformation technique to obtain the contribution of the fuzzy variables and fast Fourier transform for solving the convolution integral.

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References

  • Adduri PR, Penmetsa RC (2008) Confidence bounds on component reliability in the presence of mixed uncertain variables. Int J Mech Sci 50(3):481–489

    Article  MATH  Google Scholar 

  • Au SK, Papadimitriou C, Beck JL (1999) Reliability of uncertain dynamical systems with multiple design points. Struct Saf 21:113–133

    Article  Google Scholar 

  • Balu AS, Rao BN (2012a) High dimensional model representation based formulations for fuzzy finite element analysis of structures. Finite Elem Anal Des 50:217–230

    Article  Google Scholar 

  • Balu AS, Rao BN (2012b) Multicut-HDMR for structural reliability bounds estimation under mixed uncertainties. Comput Aided Civ Infrastruct Eng 27(6):419–438

    Article  Google Scholar 

  • Balu AS, Rao BN (2014) Efficient assessment of structural reliability in presence of random and fuzzy uncertainties. ASME J Mech Des 136(5):051008. doi:10.1115/1.4026650

    Article  Google Scholar 

  • Breitung K (1984) Asymptotic approximations for multinormal integrals. ASCE J Eng Mech 110(3):357–366

    Article  Google Scholar 

  • Briabant V, Oudshoorn A, Boyer C, Delcroix F (1999) Nondeterministic possibilistic approaches for structural analysis and optimal design. AIAA J 37(10):1298–1303

    Article  Google Scholar 

  • Der Kiureghian A, Dakessian T (1998) Multiple design points in first and second order reliability. Struct Saf 20(1):37–49

    Article  Google Scholar 

  • Penmetsa RC, Grandhi RV (2003) Uncertainty propagation using possibility theory and function approximations. Mech Base Des Struct Mach 81(15):1567–1582

    Google Scholar 

  • Rabitz H, Alis OF, Shorter J, Shim K (1999) Efficient input-output model representations. Comput Phys Commun 117(1–2):11–20

    Article  MATH  Google Scholar 

  • Rackwitz R (2001) Reliability analysis—a review and some perspectives. Structural Safety 23(4):365–395

    Article  Google Scholar 

  • Rao BN, Chowdhury R (2008) Probabilistic analysis using high dimensional model representation and fast Fourier transform. Int J Comput Meth Eng Sci Mech 9(6):342–357

    Article  MATH  Google Scholar 

  • Sakamoto J, Mori Y, Sekioka T (1997) Probability analysis method using fast Fourier transform and its application. Structural Safety 19(1):21–36

    Article  Google Scholar 

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Correspondence to A. S. Balu .

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Balu, A.S., Rao, B.N. (2015). Multicut-High Dimensional Model Representation for Reliability Bounds Estimation. In: Kadry, S., El Hami, A. (eds) Numerical Methods for Reliability and Safety Assessment. Springer, Cham. https://doi.org/10.1007/978-3-319-07167-1_18

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  • DOI: https://doi.org/10.1007/978-3-319-07167-1_18

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-07166-4

  • Online ISBN: 978-3-319-07167-1

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