Proceedings of the 2019 International Conference on Modeling, Analysis, Simulation Technologies and Applications (MASTA 2019)

Predicting Pulverized Coal Plasma Ignition Performance by BP Neural Network

Authors
Lei Shi, Yi Zhang, Yu-bin Men, Ji Cheng
Corresponding Author
Lei Shi
Available Online July 2019.
DOI
10.2991/masta-19.2019.3How to use a DOI?
Keywords
BP Neural Network, Plasma Ignition, Prediction model, Pulverized coal streams
Abstract

To make sure the major factors and their influence for pulverized coal plasma ignition(PCPI), the way predicting the PCPI was investigated in this paper. The back propagation(BP) neural network was used to established a prediction model which can study by itself for PCPI. Then the sample database was set up by simulating the PCPI in kinds of conditions. After that, the prediction model was trained by sample database to improve the prediction level. At last, the prediction model was used to predict the PCPI in new conditions and the prediction error is under 0.004. The research show that the BP neural network can predict the PCPI correctly. In this paper, the BP neural network was applied to predict the PCPI innovatively, and the prediction efficiency increase highly and the prediction accurancy does not deline.

Copyright
© 2019, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2019 International Conference on Modeling, Analysis, Simulation Technologies and Applications (MASTA 2019)
Series
Advances in Intelligent Systems Research
Publication Date
July 2019
ISBN
10.2991/masta-19.2019.3
ISSN
1951-6851
DOI
10.2991/masta-19.2019.3How to use a DOI?
Copyright
© 2019, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Lei Shi
AU  - Yi Zhang
AU  - Yu-bin Men
AU  - Ji Cheng
PY  - 2019/07
DA  - 2019/07
TI  - Predicting Pulverized Coal Plasma Ignition Performance by BP Neural Network
BT  - Proceedings of the 2019 International Conference on Modeling, Analysis, Simulation Technologies and Applications (MASTA 2019)
PB  - Atlantis Press
SP  - 15
EP  - 19
SN  - 1951-6851
UR  - https://doi.org/10.2991/masta-19.2019.3
DO  - 10.2991/masta-19.2019.3
ID  - Shi2019/07
ER  -