Modeling of Integrated Processes for Coking Flue Gas Desulfurization and Denitrification Based on RBFNN

被引:0
|
作者
Li, Yaning [1 ]
Wang, Xuelei [1 ]
Tan, Jie [1 ]
机构
[1] Chinese Acad Sci, Inst Automat, Beijing, Peoples R China
关键词
coking; desulfurization and denitrification; K-means; clustering; RBFNN;
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
This paper proposes an efficient modeling method based on the history running data of a coking chemical company flue gas desulfurization and denitrification integration device: construct data set according to the technology principle and corresponding data preprocessing method; make division of working conditions and reduce the sample set by means of K-Means clustering method; realize static modeling for each of the conditions based on RBF neural network The simulation results show the effectiveness of the method and the artificial neural network model.
引用
收藏
页码:71 / 76
页数:6
相关论文
共 50 条
  • [1] WET FLUE GAS DESULFURIZATION PROCESSES
    Cavusoglu, Hayrunnisa
    Gulaboglu, M. Sahin
    PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, 2013, 19 (04): : 187 - 194
  • [2] PROCESSES FOR FLUE-GAS DESULFURIZATION
    KAMINSKY, W
    CHEMIE INGENIEUR TECHNIK, 1983, 55 (09) : 667 - &
  • [3] Integrated modeling of coking flue gas indices based on mechanism model and improved neural network
    Li, Yaning
    Wang, Xuelei
    Tan, Jie
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2019, 41 (01) : 85 - 96
  • [4] Experimental study on integrated desulfurization and denitrification of low-temperature flue gas by oxidation method
    Bai, Yanyuan
    Wang, Yungang
    Xiu, Haoran
    Liu, Tao
    Zou, Li
    Liao, Guoqiang
    Xiao, Qi
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [5] The roles of red mud as desulfurization and denitrification in flue gas: A review
    Liu, Shuai
    Liu, Zewei
    Zhu, Hengxi
    Wang, Zixuan
    Guo, Junjiang
    Zhang, Xiaoyue
    Yu, Hongxin
    Yue, Xiangdong
    Ning, Ping
    Li, Bin
    JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING, 2023, 11 (03):
  • [6] Flue Gas Simultaneous Desulfurization and Denitrification with Urea in Spouted Bed
    Wang, Jingang
    Zhang, Shaofeng
    Liu, Hailong
    Li, Lingmi
    ADVANCES IN CHEMICAL ENGINEERING II, PTS 1-4, 2012, 550-553 : 2151 - 2154
  • [7] A composite absorption liquid for simultaneous desulfurization and denitrification in flue gas
    Chunlai Liu
    Jing Li
    Changlin Yang
    Zhenheng Diao
    Chengxue Wang
    ChineseJournalofChemicalEngineering, 2019, 27 (10) : 2566 - 2573
  • [8] Simultaneous Desulfurization and Denitrification from Flue Gas by Ferrate(VI)
    Zhao, Yi
    Han, Yinghui
    Ma, Tianzhong
    Guo, Tianxiang
    ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2011, 45 (09) : 4060 - 4065
  • [9] A composite absorption liquid for simultaneous desulfurization and denitrification in flue gas
    Liu, Chunlai
    Li, Jing
    Yang, Changlin
    Diao, Zhenheng
    Wang, Chengxue
    CHINESE JOURNAL OF CHEMICAL ENGINEERING, 2019, 27 (10) : 2566 - 2573
  • [10] Simultaneous desulfurization and denitrification of flue gas enabled by hydrojet cyclone
    Ma, Liang
    Duan, Xiaoxu
    Wu, Jiwei
    Li, Jianping
    Peng, Lv
    Wang, Liwang
    Xiao, Lingyu
    JOURNAL OF CLEANER PRODUCTION, 2022, 377