Reverse extrusion test for fine-grained soil characterisation: internal flow pattern with ANN-enhanced particle tracking
Citation:
Xu S., Lai J., O'Kelly B.C. and Zhao B., Reverse extrusion test for fine-grained soil characterisation: internal flow pattern with ANN-enhanced particle tracking, Proceedings of the Fourth International Symposium on Machine Learning and Big Data in Geoscience, Cork, Ireland, 29 Aug - 1 Sept 2023, 2023, 3 (Extended Abstract #94)Download Item:

Abstract:
The reverse extrusion test involves one-dimensionally (1D) compressing a fine-grained soil
sample contained in a cup container of cross-sectional area A. The force Fe applied by the
loading platen causes extrusion of the soil to occur via a small and centrally located orifice on
the platen. The applied force is continuously monitored during the test, with the pressure value
causing extrusion (i.e., 𝑝e = 𝐹e 𝐴⁄ ) proposed as a means of quantifying the undrained shear
strength and consistency limits of fine-grained soils [1]. Previous experimental results showed
that the pe value correlates well with undrained shear strength at various water content for a
specific soil type [2]. However, their relationship varies between soils and also depends on the
compression velocity. Gas bubbles entrained during sample preparation and the complex
internal flow pattern and possible localized sample consolidation that occur during the extrusion
test [2] hinder understanding of the mechanism of the extrusion test. Thus, we adopted X-ray
computed tomography (CT) combined with a recently developed marker-based tracking
algorithm [3,4] to quantify the internal flow pattern of saturated kaolinite during extrusion tests.
Author's Homepage:
http://people.tcd.ie/bokellyDescription:
PUBLISHEDCork, Ireland
Author: O'Kelly, Brendan
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Proceedings of the Fourth International Symposium on Machine Learning and Big Data in GeoscienceType of material:
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