Predicting ε50 for Lateral Behavior of Piles in Marine Clay Using an Evolutionary Based Approach

Analyzing piles subjected to lateral loads significantly depends on soil resistance at any point along the pile as a function of pile deflection, known as p-y curve. On the other hand, the deformation characteristics of soil defined as “the soil strain at 50% of maximum deviatoric stress (ε50)” has...

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Main Authors: Babak Ebrahimian, Aida Nazari
Format: Article
Language:English
Published: Iranian Association of Naval Architecture and Marine Engineering 2014-09-01
Series:International Journal of Maritime Technology
Subjects:
Online Access:http://ijmt.ir/article-1-288-en.html
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spelling doaj-65fd76943e3d4fad8e63361206376acb2021-02-14T08:52:55ZengIranian Association of Naval Architecture and Marine EngineeringInternational Journal of Maritime Technology2345-60002476-53332014-09-012Summer and Autumn 20141528Predicting ε50 for Lateral Behavior of Piles in Marine Clay Using an Evolutionary Based ApproachBabak Ebrahimian0Aida Nazari1 University of Tehran Iran University of Science and Technology Analyzing piles subjected to lateral loads significantly depends on soil resistance at any point along the pile as a function of pile deflection, known as p-y curve. On the other hand, the deformation characteristics of soil defined as “the soil strain at 50% of maximum deviatoric stress (ε50)” has considerable effect on the generated p-y curve. In this research, several models are proposed to predict ε50 specifically for designing very long pile foundations of offshore oil and gas platforms in South Pars field Persian Gulf Iran. Herein, ε50 is evaluated from extensive soil data of marine clays including in-situ and laboratory test results using evolutionary polynomial regression (EPR). It is demonstrated that the normalized cone tip resistance, which is an indication of soil undrained shear strength, leads to more realistic ε50 values compared with the laboratory-derived undrained shear strength parameter. Furthermore, the results of full scale lateral pile load tests in different sites are used in order to validate the performance of the proposed models in predicting lateral pile behavior. The results of a numerical study on lateral pile-soil system also show the efficiency of the proposed model in predicting lateral pile responsehttp://ijmt.ir/article-1-288-en.htmlp-y curvelaterally loaded pilepiezocone penetration test (pcpt)marine claysouth pars field
collection DOAJ
language English
format Article
sources DOAJ
author Babak Ebrahimian
Aida Nazari
spellingShingle Babak Ebrahimian
Aida Nazari
Predicting ε50 for Lateral Behavior of Piles in Marine Clay Using an Evolutionary Based Approach
International Journal of Maritime Technology
p-y curve
laterally loaded pile
piezocone penetration test (pcpt)
marine clay
south pars field
author_facet Babak Ebrahimian
Aida Nazari
author_sort Babak Ebrahimian
title Predicting ε50 for Lateral Behavior of Piles in Marine Clay Using an Evolutionary Based Approach
title_short Predicting ε50 for Lateral Behavior of Piles in Marine Clay Using an Evolutionary Based Approach
title_full Predicting ε50 for Lateral Behavior of Piles in Marine Clay Using an Evolutionary Based Approach
title_fullStr Predicting ε50 for Lateral Behavior of Piles in Marine Clay Using an Evolutionary Based Approach
title_full_unstemmed Predicting ε50 for Lateral Behavior of Piles in Marine Clay Using an Evolutionary Based Approach
title_sort predicting ε50 for lateral behavior of piles in marine clay using an evolutionary based approach
publisher Iranian Association of Naval Architecture and Marine Engineering
series International Journal of Maritime Technology
issn 2345-6000
2476-5333
publishDate 2014-09-01
description Analyzing piles subjected to lateral loads significantly depends on soil resistance at any point along the pile as a function of pile deflection, known as p-y curve. On the other hand, the deformation characteristics of soil defined as “the soil strain at 50% of maximum deviatoric stress (ε50)” has considerable effect on the generated p-y curve. In this research, several models are proposed to predict ε50 specifically for designing very long pile foundations of offshore oil and gas platforms in South Pars field Persian Gulf Iran. Herein, ε50 is evaluated from extensive soil data of marine clays including in-situ and laboratory test results using evolutionary polynomial regression (EPR). It is demonstrated that the normalized cone tip resistance, which is an indication of soil undrained shear strength, leads to more realistic ε50 values compared with the laboratory-derived undrained shear strength parameter. Furthermore, the results of full scale lateral pile load tests in different sites are used in order to validate the performance of the proposed models in predicting lateral pile behavior. The results of a numerical study on lateral pile-soil system also show the efficiency of the proposed model in predicting lateral pile response
topic p-y curve
laterally loaded pile
piezocone penetration test (pcpt)
marine clay
south pars field
url http://ijmt.ir/article-1-288-en.html
work_keys_str_mv AT babakebrahimian predictinge50forlateralbehaviorofpilesinmarineclayusinganevolutionarybasedapproach
AT aidanazari predictinge50forlateralbehaviorofpilesinmarineclayusinganevolutionarybasedapproach
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