Modeling and Simulation of Circulating Fluidized Bed Boiler Combustion System Based on Neural Network

被引:0
|
作者
Cui, Linlin [1 ]
Lai, Hua [1 ]
Yu, Xiaoqian [1 ]
Qi, Mingjie [2 ]
机构
[1] Kunming Univ Sci & Technol, Fac Informat Engn & Automat, Kunming 650500, Peoples R China
[2] Kunming Univ Sci & Technol, Fac City Coll, Kunming 650500, Peoples R China
关键词
circulating fluidized bed boiler; combustion system; neural network; simulation;
D O I
10.4028/www.scientific.net/AMR.706-708.859
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
According to the multivariable coupling, large time delay, non-linearity and time-varying and other difficulties of circulating fluidized bed boiler combustion system, a kind of control technology based on neural network to circulating fluidized bed boiler combustion system was presented. Actual parameter data of a paper mill in Kunming and neural network control principle were used in the establishment of a circulating fluidized bed boiler combustion system mathematical model and modified BP neural network algorithm training. Results of MATLAB simulation show that boiler combustion system control precision was effectively improved and good effects in production and application were got.
引用
收藏
页码:859 / +
页数:2
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