Modeling and Optimization of Coal Moisture Control System Based on BFO

被引:0
|
作者
Li, Xiaobin [1 ]
Hu, Ting [1 ]
Yu, Yang [1 ]
Sun, Haiyan [1 ]
机构
[1] Shanghai Inst Technol, Sch Elect & Elect Engn, Shanghai, Peoples R China
关键词
coal moisture control; BFO; modeling; optimization;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Coal moisture control process is a critical process in energy saving, pollution reduction and improving production efficiency and the quality of coke. To achieve precise control of coal moisture control system, against their strong coupling, large, nonlinear systems with time-delay characteristics using the RBF artificial neural network approach for modeling. And use the bionic BFO (Bacterial Foraging Optimization) according to the fitness to optimize the RBF Neural network parameters. Also compare the RBF Neural network performance optimized by these bionic BFO in order to achieve better results. This method provides a theoretical basis for accurate control of coal moisture process. To created the conditions for the reduction of energy and pollution with improving the quality of coke.
引用
收藏
页码:269 / 274
页数:6
相关论文
共 50 条
  • [41] EFFECTS OF MOISTURE ON STRATA CONTROL IN COAL MINES.
    CHUGH, Y.P.
    MISSAVAGE, R.A.
    1981, V 270 : 1816 - 1820
  • [42] Data-based control, optimization, modeling and applications
    Zhao, Dongbin
    Shen, Yi
    Wang, Zhanshan
    Hu, Xiaolin
    NEURAL COMPUTING & APPLICATIONS, 2013, 23 (7-8): : 1839 - 1842
  • [43] Data-based control, optimization, modeling and applications
    Dongbin Zhao
    Yi Shen
    Zhanshan Wang
    Xiaolin Hu
    Neural Computing and Applications, 2013, 23 : 1839 - 1842
  • [44] MODELING OF SPONTANEOUS COMBUSTION OF COAL WITH MOISTURE-CONTENT INCLUDED
    ARISOY, A
    AKGUN, F
    FUEL, 1994, 73 (02) : 281 - 286
  • [45] Effects of coal moisture control and coal briquette technology on structure and reactivity of cokes
    Cui P.
    Qu K.-L.
    Ling Q.
    Cheng L.-Y.
    Cao Y.-P.
    Coke and Chemistry, 2015, 58 (05) : 162 - 169
  • [46] Optimal Design of Cascaded Control Scheme for PV System Using BFO Algorithm
    Kalaam, R. N.
    Hasanien, Hany M.
    Al-Durra, Ahmed
    Al-Wahedi, Khaled
    Muyeen, S. M.
    2015 INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA), 2015, : 907 - 912
  • [47] Editorial: Advances in Stochastic System Modeling, Control, Optimization, and Their Applications
    Zhang, Qichun
    Shu, Zhan
    ELECTRONICS, 2022, 11 (24)
  • [48] 4TH CONFERENCE SYSTEM MODELING, OPTIMIZATION AND CONTROL
    BAKULE, L
    KYBERNETIKA, 1988, 24 (01) : 77 - 77
  • [49] Advanced control and optimization for coal-based syngas to ethylene glycol
    Zhang B.
    Yang W.
    Yang W.
    Yang, Weimin (yangwm.sshy@sinopec.com), 2020, Chemical Industry Press Co., Ltd. (39): : 43 - 49
  • [50] Decomposition of error based control system optimization
    Keviczky, L
    Bányász, C
    INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, 2005, : 2174 - 2181