DocumentCode
2374949
Title
Prediction of Mine Water Inflow Based on Support Vector Machine
Author
Wei, Wenxue ; Shi, Longqing ; Lu, Xinming ; Zhang, Feng
Author_Institution
Shandong Univ. of Sci. & Technol., Qingdao, China
fYear
2011
fDate
15-16 May 2011
Firstpage
326
Lastpage
329
Abstract
The prediction of water inflow is significant to the preventing and controlling water of mine pit. In this paper SVM is applied to the prediction of water inflow, and the workflow and prediction model is given. Combing with the practical demands, a prediction was made about water inflow of a new working face. The result shows that the maximum value of water inflow of the new mining face is higher than that of a mining face already mined, and the prediction result has been verified in the mining process of the new working face.
Keywords
flow control; mining; support vector machines; SVM; mine pit; mine water inflow control; mining process; prediction model; support vector machine; workflow model; Coal; Data models; Face; Geology; Mathematical model; Predictive models; Support vector machines; SVM; prediction of water inflow; water inflow of mine;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Media and Digital Content Management (DMDCM), 2011 Workshop on
Conference_Location
Hangzhou
Print_ISBN
978-1-4577-0271-6
Electronic_ISBN
978-0-7695-4413-7
Type
conf
DOI
10.1109/DMDCM.2011.17
Filename
5959745
Link To Document