• Chinese Journal of Lasers
  • Vol. 47, Issue 1, 0111001 (2020)
Hang Xiao, Zhenfa Yang, Lei Zhang*, Faye Zhang, Qingmei Sui, Lei Jia, and Mingshun Jiang
Author Affiliations
  • College of Control Science and Engineering, Shandong University, Jinan, Shandong 250061, China
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    DOI: 10.3788/CJL202047.0111001 Cite this Article Set citation alerts
    Hang Xiao, Zhenfa Yang, Lei Zhang, Faye Zhang, Qingmei Sui, Lei Jia, Mingshun Jiang. Effect of Temperature on Near-Infrared Spectrum Detection of Cement Raw Meal and Compensation Method[J]. Chinese Journal of Lasers, 2020, 47(1): 0111001 Copy Citation Text show less
    Diagram of system structure
    Fig. 1. Diagram of system structure
    Flow chart of experimental process. (a) Samples of calibration set; (b) samples of validation set
    Fig. 2. Flow chart of experimental process. (a) Samples of calibration set; (b) samples of validation set
    Near infrared spectrum of cement raw meal (changing from 52 ℃ to 29 ℃)
    Fig. 3. Near infrared spectrum of cement raw meal (changing from 52 ℃ to 29 ℃)
    Near infrared spectra of cement raw meal obtained by resetting the same sample and after five detections
    Fig. 4. Near infrared spectra of cement raw meal obtained by resetting the same sample and after five detections
    Comparison of predicted results between model I and model II. (a) SiO2; (b) Al2O3; (c) Fe2O3; (d) CaCO3
    Fig. 5. Comparison of predicted results between model I and model II. (a) SiO2; (b) Al2O3; (c) Fe2O3; (d) CaCO3
    ComponentMass fraction /%
    MaxMinAve
    SiO213.812.5413.1
    Al2O33.442.823.17
    Fe2O32.121.932.03
    CaCO342.5741.2941.98
    Table 1. Component information of cement raw meal samples
    ComponentStandard deviationRange
    SiO20.11000.330
    Al2O30.04300.120
    Fe2O30.00880.022
    CaCO30.07300.200
    Table 2. Standard deviation and range of prediction values obtained by five measurements after by resetting the same sample of cement raw meal
    ComponentModelR2RMSECV /%RMSEP /%
    SiO20.890.0860.460
    0.840.1000.100
    Al2O30.730.0660.110
    0.700.0730.081
    Fe2O30.510.0300.028
    0.470.0310.016
    CaCO30.860.0930.240
    0.840.1010.095
    Table 3. Comparison of evaluation indexes between model I and model II
    Hang Xiao, Zhenfa Yang, Lei Zhang, Faye Zhang, Qingmei Sui, Lei Jia, Mingshun Jiang. Effect of Temperature on Near-Infrared Spectrum Detection of Cement Raw Meal and Compensation Method[J]. Chinese Journal of Lasers, 2020, 47(1): 0111001
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