Practical second-order reliability analysis applied to foundation engineering

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...

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Main Authors: Chan, Chin Loong, Low, Bak Kong
Other Authors: School of Civil and Environmental Engineering
Format: Article
Language:English
Published: 2013
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Online Access:https://hdl.handle.net/10356/101086
http://hdl.handle.net/10220/16462
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1010862020-03-07T11:45:54Z Practical second-order reliability analysis applied to foundation engineering Chan, Chin Loong Low, Bak Kong School of Civil and Environmental Engineering DRNTU::Engineering::Environmental engineering 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. 2013-10-11T08:08:50Z 2019-12-06T20:33:13Z 2013-10-11T08:08:50Z 2019-12-06T20:33:13Z 2012 2012 Journal Article Chan, C. L.,& Low, B. K. (2012). Practical second-order reliability analysis applied to foundation engineering. International Journal for Numerical and Analytical Methods in Geomechanics, 36(11), 1387-1409. 0363-9061 https://hdl.handle.net/10356/101086 http://hdl.handle.net/10220/16462 10.1002/nag.1057 en International journal for numerical and analytical methods in geomechanics
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Environmental engineering
spellingShingle DRNTU::Engineering::Environmental engineering
Chan, Chin Loong
Low, Bak Kong
Practical second-order reliability analysis applied to foundation engineering
description 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.
author2 School of Civil and Environmental Engineering
author_facet School of Civil and Environmental Engineering
Chan, Chin Loong
Low, Bak Kong
format Article
author Chan, Chin Loong
Low, Bak Kong
author_sort Chan, Chin Loong
title Practical second-order reliability analysis applied to foundation engineering
title_short Practical second-order reliability analysis applied to foundation engineering
title_full Practical second-order reliability analysis applied to foundation engineering
title_fullStr Practical second-order reliability analysis applied to foundation engineering
title_full_unstemmed Practical second-order reliability analysis applied to foundation engineering
title_sort practical second-order reliability analysis applied to foundation engineering
publishDate 2013
url https://hdl.handle.net/10356/101086
http://hdl.handle.net/10220/16462
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