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International Symposium on Information Engineering and Electronic Commerce, 3rd (IEEC 2011)

Editor
C. B. Povloviq
C. B. Povloviq
National Technical University of Ukraine
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C. W. Lu
C. W. Lu
Huangshi Institute of Technology
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ISBN:
9780791859759
No. of Pages:
562
Publisher:
ASME Press
Publication date:
2011

On the basis of various influence factors of mine gas concentration with nonlinear characteristics, we build mine gas concentration prediction model construction based on the BP algorithm, so as to realize the nonlinear mapping of coal mine, thus achieving the purpose of gas concentration prediction. MATLAB simulation results show that the model possesses high accuracy, fast forecasting speed and good prediction effect etc.

Abstract
Keywords
Introduction
Thoery of the BP Neural Network
Prediction Modeling
Network Training and Simulation
Acknowledgments
References
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