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 50 条
  • [21] Neural network-based intelligent sensor operating in harsh environment
    Patra, JC
    Ang, EL
    Das, A
    PROCEEDINGS OF THE 2004 INTELLIGENT SENSORS, SENSOR NETWORKS & INFORMATION PROCESSING CONFERENCE, 2004, : 137 - 142
  • [22] Neural Network-based Prediction Modeling for External Labeling
    Liu, Shan
    Shen, Yuzhong
    SOUTHEASTCON 2024, 2024, : 525 - 530
  • [23] Neural network-based sensor modeling and its application
    Shi, HC
    INTERNATIONAL CONFERENCE ON SENSORS AND CONTROL TECHNIQUES (ICSC 2000), 2000, 4077 : 441 - 444
  • [24] Artificial neural network-based modeling of flashlamp characteristics
    Mairaj, Aakif
    Ansari, M. S.
    Singh, Manoranjan P.
    ELECTRICAL ENGINEERING, 2023, 105 (01) : 531 - 550
  • [25] Effect Investigation of Composite Humidification Way on Wall Deposition of Water Droplets and Desulfurization Process in Semi-dry CFB-FGD Tower
    Cui, Lin
    Zhang, Liqiang
    Li, Bing
    Dong, Yong
    Yuan, Xueliang
    Ma, Chunyuan
    2010 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2010,
  • [26] Diagonal Recurrent Neural Network-Based Hysteresis Modeling
    Chen, Guangzeng
    Chen, Guangke
    Lou, Yunjiang
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 33 (12) : 7502 - 7512
  • [27] Artificial neural network-based modeling of flashlamp characteristics
    Aakif Mairaj
    M. S. Ansari
    Manoranjan P. Singh
    Electrical Engineering, 2023, 105 : 531 - 550
  • [28] A PCA based output integrated recurrent neural network for dynamic process modeling
    Qian, Y
    Cheng, HN
    Li, XX
    Yin, QH
    Jiang, YB
    KNOWLEDGE-BASED INTELLIGENT INFORMATION ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, PTS 1 AND 2, 2001, 69 : 606 - 611
  • [29] An Integrated Artificial Neural Network-based Precipitation Revision Model
    Li, Tao
    Xu, Wenduo
    Wang, Li Na
    Li, Ningpeng
    Ren, Yongjun
    Xia, Jinyue
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2021, 15 (05): : 1690 - 1707
  • [30] Neural Network-Based Thermal Simulation of Integrated Circuits on GPUs
    Sridhar, Arvind
    Vincenzi, Alessandro
    Ruggiero, Martino
    Atienza, David
    IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2012, 31 (01) : 23 - 36
12345