Practical second‐order reliability analysis applied to foundation engineering

SUMMARY A practical and efficient approach of implementing second-order reliability method (SORM) is presented and illustrated for cases related to foundation engineering involving explicit and implicit limit state functions. The proposed SORM procedure is based on an approximating paraboloid fitted to the limit state surface in the neighborhood of the design point and can be easily carried out in a spreadsheet. Complex mathematical operations are relegated to relatively simple user-created functions. The failure probability is calculated automatically based on the reliability index and principal curvatures of the limit state surface using established closed-form SORM formulas. Four common foundation engineering examples are analyzed using the proposed method and discussed: immediate settlement of a flexible rectangular foundation, bearing capacity of a shallow footing, axial capacity of a vertical single pile, and deflection of a pile under lateral load. Comparisons with Monte Carlo simulations are made. In the case of the laterally loaded pile, the friction angle of the soil is represented as a one-dimensional random field, and pile deflections are computed based on finite element analysis on a stand-alone computer package. The implicit limit state function is approximated via the response surface method using two quadratic models. Copyright © 2011 John Wiley & Sons, Ltd.

[1]  H. U. Köylüoglu,et al.  New Approximations for SORM Integrals , 1994 .

[2]  Cee Ing Teh,et al.  Reliability analysis of laterally loaded piles using response surface methods , 2000 .

[3]  Jerzy Bauer,et al.  Reliability with respect to settlement limit-states of shallow foundations on linearly-deformable subsoil , 2000 .

[4]  A. Kiureghian,et al.  Multiple design points in first and second-order reliability , 1998 .

[5]  A. Kiureghian,et al.  Second-Order Reliability Approximations , 1987 .

[6]  Isaac Elishakoff,et al.  Refined second-order reliability analysis☆ , 1994 .

[7]  L. Tvedt Distribution of quadratic forms in normal space-application to structural reliability , 1990 .

[8]  Wojciech Puła,et al.  A probabilistic analysis of foundation settlements , 1996 .

[9]  Connie M. Borror,et al.  Response Surface Methodology: A Retrospective and Literature Survey , 2004 .

[10]  Bak Kong Low,et al.  Reliability Analysis of Laterally Loaded Piles Involving Nonlinear Soil and Pile Behavior , 2009 .

[11]  O. Ditlevsen Generalized Second Moment Reliability Index , 1979 .

[12]  Dennis E Becker,et al.  Eighteenth Canadian Geotechnical Colloquium: Limit States Design For Foundations. Part I. An overview of the foundation design process , 1996 .

[13]  W. Tang,et al.  Efficient Spreadsheet Algorithm for First-Order Reliability Method , 2007 .

[14]  R. Ayothiraman,et al.  Observed and Predicted Dynamic Lateral Response of Single Pile in Clay , 2006 .

[15]  Sondipon Adhikari,et al.  Reliability Analysis Using Parabolic Failure Surface Approximation , 2004 .

[16]  J. Beck,et al.  New Approximations for Reliability Integrals , 2001 .

[17]  Anthony T. C. Goh,et al.  Three‐dimensional analysis of single pile response to lateral soil movements , 2002 .

[18]  Anthony T. C. Goh,et al.  Three‐dimensional finite element analyses of passive pile behaviour , 2006 .

[19]  Li Min Zhang,et al.  BEHAVIOR OF LATERALLY LOADED LARGE-SECTION BARRETTES , 2003 .

[20]  M. Shinozuka Basic Analysis of Structural Safety , 1983 .

[21]  Bak Kong Low,et al.  Probabilistic Stability Analyses of Embankments Based on Finite-Element Method , 2006 .

[22]  A. Kiureghian,et al.  STRUCTURAL RELIABILITY UNDER INCOMPLETE PROBABILITY INFORMATION , 1986 .

[23]  R. Rackwitz Reliability analysis—a review and some perspectives , 2001 .

[24]  H. Hong Simple Approximations for Improving Second-Order Reliability Estimates , 1999 .

[25]  K. Breitung Asymptotic approximations for multinormal integrals , 1984 .

[26]  Sung Eun Cho,et al.  Probabilistic stability analyses of slopes using the ANN-based response surface , 2009 .

[27]  M. D. Stefano,et al.  Efficient algorithm for second-order reliability analysis , 1991 .

[28]  Raymond H. Myers,et al.  Response Surface Methodology--Current Status and Future Directions , 1999 .

[29]  M. Hohenbichler,et al.  Improvement Of Second‐Order Reliability Estimates by Importance Sampling , 1988 .

[30]  Arvid Naess Bounding Approximations to Some Quadratic Limit States , 1987 .

[31]  A. Kiureghian,et al.  Optimization algorithms for structural reliability , 1991 .

[32]  K. Phoon,et al.  Characterization of Geotechnical Variability , 1999 .

[33]  Michael McVay,et al.  Nonlinear Pile Foundation Analysis Using Florida-Pier , 1996 .

[34]  Henrik O. Madsen,et al.  Omission sensitivity factors , 1988 .