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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Iranian Association of Naval Architecture and Marine Engineering
2014-09-01
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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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1724271222850584576 |