%0 Journal Article
%T Estimation Of Los Angeles And Micro Deval Abrasion Values For Gneiss And Granite Using Anfis Approach
%A Ajavon
%A Ayit¨¦ S. A.
%A Johnson
%A Ampah Kodjo Christophe
%A Pachoukova
%A Irina
%A Salami
%A Adekunl¨¦ A.
%J -
%D 2020
%R 10.30765/er.40.1.07
%X Sa£¿etak Gneisses and granites mechanical properties knowledge such as the Los Angeles and Micro-Deval coefficients is very important for the engineer when designing and building civil engineering works. Laboratories test often performed to obtain Los Angeles and Micro-Deval values are expensive and time consuming. For this, the depths (parallel and perpendicular to the foliation planes) obtained during a rock drilling test will be used to estimate its coefficients Los Angeles and Micro-Deval. In this study, an ANFIS approach is used to estimate gneisses and granites Los Angeles and Micro-Deval that have been compared to the Multiple Linear Regression method. For this purpose, we have used a database of a sample size of 80 to determine the parameters of the ANFIS and Multiple Linear Regression models, and a second sample of size 15 used for the validation tests. The results obtained show us that we can estimate the mechanical properties (Los Angeles and Micro-Deval) of gneisses and granites with ANFIS approach
%K prediction
%K ANFIS
%K MLR
%K Los Angeles abrasion test (LA)
%K Micro-Deval abrasion test (MD)
%K rock drilling test
%U https://hrcak.srce.hr/index.php?show=clanak&id_clanak_jezik=338678