The Boolean Stochastic Generation method - BoSG: A tool for the analysis of the error associated with the simplification of the stratigraphy in geotechnical models

In geotechnical modelling, some minor stratigraphic features are usually discarded in order to simplify the problem, avoiding to deal with further uncertainties about their position, thickness and lateral extent. The study proposes a new method based on the stochastic generation of different soil la...

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Published inEngineering geology Vol. 203; pp. 99 - 106
Main Authors Bossi, G., Borgatti, L., Gottardi, G., Marcato, G.
Format Journal Article
LanguageEnglish
Published Elsevier B.V 25.03.2016
Subjects
Online AccessGet full text
ISSN0013-7952
1872-6917
DOI10.1016/j.enggeo.2015.08.003

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Abstract In geotechnical modelling, some minor stratigraphic features are usually discarded in order to simplify the problem, avoiding to deal with further uncertainties about their position, thickness and lateral extent. The study proposes a new method based on the stochastic generation of different soil layers configurations, following a boolean logic: the material is either matrix or layer (i.e., gravel lenses in a clay-rich matrix).The method has been called BoSG (Boolean Stochastic Generation). The methodology allows to randomize the presence of a specific material interdigitated in a uniform matrix thus enabling to gather a dataset which could be analysed automatically, in order quantify the error associated with the adopted simplification. The commercial codes FLAC and FLAC3D were used for the geotechnical modelling. A specifically-coded MatLab program allows to generate randomly the different soil configurations and then to automate the computation with the commercial software in order to maximize the sample number. In this paper the methodology is applied with reference to a simplified slope in 2D and in 3D. Results show that within a low resistance matrix, the presence of layers with higher friction angle can significantly affect significantly the stability and the displacement pattern of an unstable slope. Therefore, a method to investigate the influence of the spatial distribution of these layers can be particularly useful. •a new method for the stochastic generation of different soil layers configurations•the method has been called BoSG (Boolean Stochastic Generation)•random generation and automatic analysis•quantify the error associated with the simplification of stratigraphy•displacement pattern strongly influenced by the presence of rigid layers
AbstractList In geotechnical modelling, some minor stratigraphic features are usually discarded in order to simplify the problem, avoiding to deal with further uncertainties about their position, thickness and lateral extent. The study proposes a new method based on the stochastic generation of different soil layers configurations, following a boolean logic: the material is either matrix or layer (i.e., gravel lenses in a clay-rich matrix).The method has been called BoSG (Boolean Stochastic Generation). The methodology allows to randomize the presence of a specific material interdigitated in a uniform matrix thus enabling to gather a dataset which could be analysed automatically, in order quantify the error associated with the adopted simplification. The commercial codes FLAC and FLAC3D were used for the geotechnical modelling. A specifically-coded MatLab program allows to generate randomly the different soil configurations and then to automate the computation with the commercial software in order to maximize the sample number. In this paper the methodology is applied with reference to a simplified slope in 2D and in 3D. Results show that within a low resistance matrix, the presence of layers with higher friction angle can significantly affect significantly the stability and the displacement pattern of an unstable slope. Therefore, a method to investigate the influence of the spatial distribution of these layers can be particularly useful. •a new method for the stochastic generation of different soil layers configurations•the method has been called BoSG (Boolean Stochastic Generation)•random generation and automatic analysis•quantify the error associated with the simplification of stratigraphy•displacement pattern strongly influenced by the presence of rigid layers
In geotechnical modelling, some minor stratigraphic features are usually discarded in order to simplify the problem, avoiding to deal with further uncertainties about their position, thickness and lateral extent. The study proposes a new method based on the stochastic generation of different soil layers configurations, following a boolean logic: the material is either matrix or layer (i.e., gravel lenses in a clay-rich matrix).The method has been called BoSG (Boolean Stochastic Generation). The methodology allows to randomize the presence of a specific material interdigitated in a uniform matrix thus enabling to gather a dataset which could be analysed automatically, in order quantify the error associated with the adopted simplification.The commercial codes FLAC and FLAC3D were used for the geotechnical modelling. A specifically-coded MatLab program allows to generate randomly the different soil configurations and then to automate the computation with the commercial software in order to maximize the sample number.In this paper the methodology is applied with reference to a simplified slope in 2D and in 3D. Results show that within a low resistance matrix, the presence of layers with higher friction angle can significantly affect significantly the stability and the displacement pattern of an unstable slope. Therefore, a method to investigate the influence of the spatial distribution of these layers can be particularly useful.
Author Gottardi, G.
Marcato, G.
Bossi, G.
Borgatti, L.
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Keywords Stochastic generation
boolean logic
geotechnical model
uncertainty
slope stability
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Snippet In geotechnical modelling, some minor stratigraphic features are usually discarded in order to simplify the problem, avoiding to deal with further...
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StartPage 99
SubjectTerms Boolean algebra
boolean logic
computer software
data collection
engineering
Error analysis
friction
geotechnical model
Geotechnics
Matlab
Modelling
Simplification
slope stability
Slopes
soil
Stochastic generation
Stochasticity
stratigraphy
uncertainty
Title The Boolean Stochastic Generation method - BoSG: A tool for the analysis of the error associated with the simplification of the stratigraphy in geotechnical models
URI https://dx.doi.org/10.1016/j.enggeo.2015.08.003
https://www.proquest.com/docview/1773824992
https://www.proquest.com/docview/1793279881
https://www.proquest.com/docview/2116938608
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