Optimization of NOx modeling for coal-fired boilers based on time series dataset division and time series cross-validation

被引:0
|
作者
Qu, Keyang [1 ]
Cheng, Jing [2 ]
Gan, Yunhua [1 ]
Chen, Dongsheng [1 ]
机构
[1] School of Electric Power Engineering, South China University of Technology, Guangzhou,510640, China
[2] Shenzhen Institute of Quality & Safety Inspection and Research, Shenzhen,518029, China
关键词
D O I
10.11817/j.issn.1672-7207.2024.12.024
中图分类号
学科分类号
摘要
23
引用
收藏
页码:4665 / 4674
相关论文
共 50 条
  • [31] Modeling and forecasting of coal price based on influencing factors and time series
    Wang, Cong
    Xu, Gang
    Sun, Changliang
    Xu, Jun
    Xu, Kai
    Jiang, Long
    Wang, Yi
    Su, Sheng
    Hu, Song
    Xiang, Jun
    JOURNAL OF CLEANER PRODUCTION, 2024, 467
  • [32] Modeling and optimization of NOX emission in a coal-fired power plant using advanced machine learning methods
    Tan, Peng
    Xia, Ji
    Zhang, Cheng
    Fang, Qingyan
    Chen, Gang
    INTERNATIONAL CONFERENCE ON APPLIED ENERGY, ICAE2014, 2014, 61 : 377 - 380
  • [33] Dynamic modeling and optimization of a coal-fired utility boiler to forecast and minimize NOx and CO emissions simultaneously
    Safdarnejad, Seyed Mostafa
    Tuttle, Jake F.
    Powell, Kody M.
    COMPUTERS & CHEMICAL ENGINEERING, 2019, 124 : 62 - 79
  • [34] Soot Blowing Optimization for Coal-fired Boilers with Ash Accelerated Deposition Model based on Gamma Process
    Shi, Yuanhao
    Zhang, Zehui
    Li, Mengwei
    Wen, Jie
    Cui, Fangshu
    2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC), 2021, : 6617 - 6622
  • [35] Dynamic NOx emission prediction based on composite models adapt to different operating conditions of coal-fired utility boilers
    Yin, Guihao
    Li, Qinwu
    Zhao, Zhongyang
    Li, Lianmin
    Yao, Longchao
    Weng, Weiguo
    Zheng, Chenghang
    Lu, Jiangang
    Gao, Xiang
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2022, 29 (09) : 13541 - 13554
  • [36] Dynamic NOx emission prediction based on composite models adapt to different operating conditions of coal-fired utility boilers
    Guihao Yin
    Qinwu Li
    Zhongyang Zhao
    Lianmin Li
    Longchao Yao
    Weiguo Weng
    Chenghang Zheng
    Jiangang Lu
    Xiang Gao
    Environmental Science and Pollution Research, 2022, 29 : 13541 - 13554
  • [37] Out-of-time cross-validation strategies for classification in the presence of dataset shift
    Sebastián Maldonado
    Julio López
    Andrés Iturriaga
    Applied Intelligence, 2022, 52 : 5770 - 5783
  • [38] Out-of-time cross-validation strategies for classification in the presence of dataset shift
    Maldonado, Sebastian
    Lopez, Julio
    Iturriaga, Andres
    APPLIED INTELLIGENCE, 2022, 52 (05) : 5770 - 5783
  • [39] Modeling and Prediction of NOx Emission of a Coal-Fired Boiler by a Learning-Based KNN Mechanism
    Song, Xin
    Zhu, Liang
    Liu, Haibo
    Wei, Yonggang
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2022, 36 (13)
  • [40] 3D Real-Time Modeling Based on Lidar for Circular Coal Bunker of Coal-Fired Enterprise
    Li, Shuaihao
    Huang, Yanrong
    Zhao, Yajun
    Li, Wenxing
    Bi, Xiang
    CHEMISTRY AND TECHNOLOGY OF FUELS AND OILS, 2022, 58 (01) : 50 - 54