Soft-sensing and Error Analysis of Air Flow

被引:0
|
作者
Li Jian [1 ]
Zhang Bin-wen [1 ]
机构
[1] North China Elect Power Univ, 2 Beinong Rd, Beijing, Peoples R China
关键词
air flow; soft-sensing; error analysis; data fusion;
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
To measure air flow in the power plant, regression models are set up with variables according to mechanical analysis and data mining technique, and the results are verified by goodness of fit, F-test and deviance. It is proved that the results using multi-sensor data fusion is more reliable and accurate than the single ones or the arithmetic average value, and based on that, a principle is presented to ensure the data with smaller error is selected. The soft-sensing model of air flow is established by the experiment in a power plant.
引用
收藏
页码:20 / 23
页数:4
相关论文
共 50 条
  • [31] Soft-sensing of key process variables in a biomass combustion plant
    Belkhir, Fethi
    Frey, Georg
    2016 7TH INTERNATIONAL RENEWABLE ENERGY CONGRESS (IREC), 2016,
  • [32] Soft-sensing in body-in-white assembly quality control
    Wang, Hua
    Jiliang Xuebao/Acta Metrologica Sinica, 2006, 27 (04): : 309 - 312
  • [33] STUDY ON SOFT-SENSING MODEL OF THE CARBON CONTENT IN COAL ASH
    Wang, Siyuan
    Ju, Yuanfeng
    Wang, Wenbiao
    2011 INTERNATIONAL CONFERENCE ON INSTRUMENTATION, MEASUREMENT, CIRCUITS AND SYSTEMS ( ICIMCS 2011), VOL 1: INSTRUMENTATION, MEASUREMENT, CIRCUITS AND SYSTEMS, 2011, : 419 - 422
  • [34] Data-based Soft-sensing for Melt Index Prediction
    Fei, Zhengshun
    Liu, Kangling
    Liang, Jun
    Hou, Beiping
    Zheng, Hui
    PROCEEDINGS OF THE 2014 9TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2014, : 1251 - +
  • [35] Soft-sensing Design Based on Semiclosed-loop Framework
    Tang Qifeng
    Li Dewei
    Xi Yugeng
    Yin Debin
    CHINESE JOURNAL OF CHEMICAL ENGINEERING, 2012, 20 (06) : 1213 - 1218
  • [36] Soft-sensing method for optimizing combustion efficiency of reheating furnaces
    Wang, Jian-Guo
    Shen, Tiao
    Zhao, Jing-Hui
    Ma, Shi-Wei
    Wang, Xiao-Fei
    Yao, Yuan
    Chen, Tao
    JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS, 2017, 73 : 112 - 122
  • [37] Support vector machines and genetic algorithms for soft-sensing modeling
    Sang Haifeng
    Yuan Weiqi
    Wang Fuli
    He Dakuo
    ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 3, PROCEEDINGS, 2007, 4493 : 330 - +
  • [38] Soft-sensing model of oxygen content based on data fusion
    Liu, JZ
    Zhao, Z
    Zeng, DL
    Chen, YQ
    PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9, 2005, : 3991 - 3995
  • [39] Soft-sensing modeling method of vinyl acetate polymerization rate
    Huang, Jiangping
    Luo, Wenzhi
    Liu, Anan
    Telkomnika - Indonesian Journal of Electrical Engineering, 2013, 11 (06): : 3473 - 3478
  • [40] Soft-sensing technique in pulping and papermaking - problems worth investigating
    Pi, Dao-ying
    Zhongguo Zaozhi Xuebao/Transactions of China Pulp and Paper, 1997, 12 : 117 - 120