DocumentCode
3166174
Title
A neural network expert system for evaluating the mining conditions of multiple mineral deposits of Gushan Mine
Author
Zheng, Minggui ; Zhang, Ying ; Cai, Sijing ; Wang, Wenxiao
Author_Institution
Min. Trade & Investment Res. Center, Jiangxi Univ. of Sci. & Technol., Ganzhou, China
fYear
2011
fDate
8-10 Aug. 2011
Firstpage
38
Lastpage
42
Abstract
There are usually multiple mineral deposits in one mineral area, so comprehensive exploitation is very important. Based on the interpretation of the working mechanism of neural network expert system, first, a mining condition evaluation index system was designed; second, according to the mining conditions of the mineral deposit, a three-layer neural network was built; third, a detailed study on knowledge acquisition and expression of the neural network expert system was made; Finally, the neural network expert system was trained and analyzed, which show that it can be used for the identification of the mining conditions, the mining scale, the total investment and the internal rate of return, thereby can provide scientific decision-making references for the mines from rational mining sequence, scientific arrangement of investment funds to the rational mining scales.
Keywords
expert systems; knowledge acquisition; mineral processing industry; mining industry; neural nets; Gushan Mine; investment funds; knowledge acquisition; knowledge expression; mining condition evaluation index system; multiple mineral deposits; neural network expert system; scientific decision-making references; Electromagnetic compatibility; Expert systems; Indexes; Investments; Iron; Minerals; investment; mining conditions; mining scale; multi mineral deposits; neural network expert system;
fLanguage
English
Publisher
ieee
Conference_Titel
Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
Conference_Location
Deng Leng
Print_ISBN
978-1-4577-0535-9
Type
conf
DOI
10.1109/AIMSEC.2011.6010205
Filename
6010205
Link To Document