Neural network-based intelligent integrated modeling for the CFB-FGD process

被引:0
作者
Li Hongru [1 ]
Fan Liting [1 ]
Wang Fuli [1 ]
机构
[1] Northeastern Univ, Sch Informat Sci & Engn, Shenyang 110004, Peoples R China
来源
WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS | 2006年
关键词
CFB-FGD; mechanism model; intelligent integrated model; neural network;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The integration modeling method based on input weighted feed-forward neural network was proposed under the intelligent integrated modeling theory. According to the mechanism model of circulated fluidized bed for flue gas desulfurization(CFB-FGD), the influencing factor of sulfur dioxide removal was confirmed. Furthermore, depending on the effect of influencing factor, weighting coefficients of each factor were got and the intelligent integrated model based on neural network was set up. The simulation results indicate that the integrated model can simulate and predict the desulfurization efficiency perfectly, and is better than the mechanism model.
引用
收藏
页码:4686 / +
页数:3
相关论文
共 12 条
[1]   Modeling and experimental studies of SO2 absorption in coaxial cylinders with impinging streams:: Part I [J].
Berman, Y ;
Tanklevsky, A ;
Oren, Y ;
Tamir, A .
CHEMICAL ENGINEERING SCIENCE, 2000, 55 (05) :1009-1021
[2]  
DASARATHA VS, 1996, AICHE J, V42, P2529
[3]  
GAO JH, 1999, P 4 INT S COAL COMB, P18
[4]  
GUNASEKERA JS, 1998, ENG APPL ARTIF INTEL, P597
[5]  
LI XX, 2003, APPL ARTIFICIAL NEUR
[6]   Model for flue-gas desulfurization in a circulating dry scrubber [J].
Neathery, JK .
AICHE JOURNAL, 1996, 42 (01) :259-268
[7]   Model identification of nonlinear time variant processes via artificial neural network [J].
Nikravesh, M ;
Farell, AE ;
Stanford, TG .
COMPUTERS & CHEMICAL ENGINEERING, 1996, 20 (11) :1277-1290
[8]   GAS-PHASE HYDRODYNAMICS IN THE RISER OF A CIRCULATING FLUIDIZED-BED [J].
PATIENCE, GS ;
CHAOUKI, J .
CHEMICAL ENGINEERING SCIENCE, 1993, 48 (18) :3195-3205
[9]   Modelling a circulating fluidized bed riser reactor with gas-solids downflow at the wall [J].
Puchyr, DMJ ;
Mehrotra, AK ;
Behie, LA ;
Kalogerakis, NE .
CANADIAN JOURNAL OF CHEMICAL ENGINEERING, 1997, 75 (02) :317-326
[10]  
TAN ZC, 1999, ENV SCI, V20, P19