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
来源：
PROCEEDINGS OF THE 2015 JOINT INTERNATIONAL MECHANICAL, ELECTRONIC AND INFORMATION TECHNOLOGY CONFERENCE (JIMET 2015) | 2015年 / 10卷
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
  • [1] Soft-sensing of turbine steam flow based on CQGAPSO
    Tang, Qifeng
    Zhao, Liang
    Qi, Rongbin
    Qian, Feng
    Huagong Xuebao/CIESC Journal, 2010, 61 (11): : 2855 - 2860
  • [2] Soft-sensing model of flatness error on the surface of machining workpiece and its application
    Lei Ji-ping
    Chen Jian-mei
    MATERIALS SCIENCE, MECHANICAL ENGINEERING AND APPLIED RESEARCH, 2014, 628 : 436 - 441
  • [3] Soft-sensing Method for Flow of the Variable Speed Drive Constant Pump
    Jia Yong-feng
    Gu Li-chen
    Tian Qingqing
    2013 INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS SCIENCE AND ENERGY ENGINEERING, 2013, 318 : 55 - 58
  • [4] Toward an enhanced Bayesian estimation framework for multiphase flow soft-sensing
    Luo, Xiaodong
    Lorentzen, Rolf J.
    Stordal, Andreas S.
    Naevdal, Geir
    INVERSE PROBLEMS, 2014, 30 (11)
  • [5] Research on the soft-sensing of biochemical process
    Lv Zhe
    Chang Yu-qing
    Wang Fu-li
    Proceedings of 2006 Chinese Control and Decision Conference, 2006, : 249 - 252
  • [6] Soft-sensing with qualitative trend analysis for wastewater treatment plant control
    Thurlimann, Christian M.
    Durrenmatt, David J.
    Villez, Kris
    CONTROL ENGINEERING PRACTICE, 2018, 70 : 121 - 133
  • [7] Optimization of a Chemical Process with Soft-Sensing Technologies
    Garcia-Ceja, Enrique
    Hugo, Asmund
    Morin, Brice
    Hansen, Per Olav
    ERCIM NEWS, 2020, (122): : 43 - 44
  • [8] Soft-sensing technique based on extension method
    He, B
    Zhu, XF
    FIFTH INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION AND CONTROL TECHNOLOGY, 2003, 5253 : 38 - 42
  • [9] SOFT-SENSING - A SOLUTION TO THE PROBLEM OF MEASUREMENT DELAYS
    THAM, MT
    MORRIS, AJ
    MONTAGUE, GA
    COMPUTER INTEGRATED PROCESS ENGINEERING, CIPE 89, 1989, 114 : 115 - 129
  • [10] SOFT-SENSING - A SOLUTION TO THE PROBLEM OF MEASUREMENT DELAYS
    THAM, MT
    MORRIS, AJ
    MONTAGUE, GA
    CHEMICAL ENGINEERING RESEARCH & DESIGN, 1989, 67 (06): : 547 - 554
12345