The application of LM-BP Neural Network in the Circulating Fluidized Bed Unit

DOI

10.2991/icmmcce-15.2015.389How to use a DOI?

Keywords

LM-BP Neural Network, Circulating Fluidized Bed Unit

Abstract

Circulating fluidized bed technology is one of the developing direction of clean coal technology which is more reality, and one of the effective ways to solve the thermal power to meet the increasingly stringent environmental requirements. Due to the dynamic process of circulating fluidized bed boiler with control of multivariable, nonlinearity, large delay, strong coupling, etc., the general control strategy can not meet the actual requirements. This paper presents a generalized predictive control strategy based on LM-BP neural network, and validates the feasibility and superiority of control strategy through the comparison with traditional PID control strategy.

Copyright

© 2015, 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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TY  - CONF
AU  - Mengjie Hu
AU  - Hujun Ling
AU  - Dongxu Liu
PY  - 2015/12
DA  - 2015/12
TI  - The application of LM-BP Neural Network in the Circulating Fluidized Bed Unit
BT  - Proceedings of the 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering 2015
PB  - Atlantis Press
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmmcce-15.2015.389
DO  - 10.2991/icmmcce-15.2015.389
ID  - Hu2015/12
ER  -