Open AccessJustification of the possibility of application of a neural network for predicting methane release during underground mining of gas-bearing coal seams
Author(s) -
Mark Dvoryanchikov,
Л. Д. Павлова
Publication year - 2021
Publication title -
iop conference series. earth and environmental science
Language(s) - English
Resource type - Journals
eISSN - 1755-1307
pISSN - 1755-1315
DOI - 10.1088/1755-1315/823/1/012033
Subject(s) - artificial neural network , methane , coal mining , matlab , bearing (navigation) , methane gas , coal , petroleum engineering , software , mining engineering , computer science , data mining , geology , engineering , artificial intelligence , waste management , chemistry , programming language , organic chemistry , operating system
The mathematical apparatus of neural networks is presented and its application is substantiated for solution of the problem of predicting methane release in underground coal mining. An example of using a neural network for a regression problem in the Matlab software package is given.