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Prediction of YoungModulus of coal using artificial neural networks in Qinshui Basin, China.

Authors :
GUO, Xiaoqian
LIU, Dameng
YAO, Yanbin
Source :
Acta Geologica Sinica (English Edition); Sep2015 Supplement, Vol. 89, p339-341, 3p
Publication Year :
2015

Abstract

The article presents a study on the prediction of Young's modulus, and shear modulus for the accurate assessment of elastic properties of coal rocks in Qinshui Basin, China using artificial neural networks. The use of traditional methods to obtain the compressive strength and elastic modulus is tackled. The applicability of artificial neural network to predict the Young's Modulus is also revealed.

Details

Language :
English
ISSN :
10009515
Volume :
89
Database :
Complementary Index
Journal :
Acta Geologica Sinica (English Edition)
Publication Type :
Academic Journal
Accession number :
109015484
Full Text :
https://doi.org/10.1111/1755-6724.12305_15