ASSESSMENT OF LIQUEFACTION POTENTIAL OF SOIL USING MULTI-LINEAR REGRESSION MODELING
Journal: International Journal of Civil Engineering and Technology (IJCIET) (Vol.7, No. 1)Publication Date: 2016-02-25
Authors : ABDULLAH ANWAR; YUSUF JAMAL; SABIH AHMAD; M.Z. KHAN;
Page : 373-415
Keywords : Liquefaction; Multi-Linear Regression Modeling; MATLAB; SPSS; SPT; CSR; CRR; Iaeme Publication; IAEME; Civil Engineering; IJCIET;
Abstract
The Standard Penetration Test (SPT) is the most widely used in-situ test throughout the world for subsurface geotechnical investigation and this procedure have evolved over a period of 100 years. Estimation of the liquefaction potential of soils is often based on SPT test. Liquefaction is one of the critical problems in the field of Geotechnical engineering. It is the phenomena when there is loss of shear strength in saturated and cohesion-less soils because of increased pore water pressures and hence reduced effective stresses due to dynamic loading. In the present study, SPT based data were analysed to find out a suitable numerical procedure for establishing a Multi-Linear Regression Model using IBM-Statistical Package for the Social Sciences (IBM SPSS Statistics v20.0.0) and MATLAB(R2010a) in analysis of soil liquefaction for a particular location at a site in Lucknow City. A Multi-Storeyed Residential Building Project site was considered for this study to collect 12 borehole datasets along 10 km stretch of IIM road, Lucknow, Uttar Pradesh (India).
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Last modified: 2016-05-21 18:44:49