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Infrared and Laser Engineering, Volume. 50, Issue 8, 20200471(2021)

Hybrid PSO-AMLS-based method for data fitting in the calibration of the infrared radiometer

Sen Yang
Author Affiliations
  • College of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin 150000, China
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    AbstractGet PDF(in Chinese)
    Figures&Tables (12)
    Equations (15)
    References (20)
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    Figures & Tables(12)
    Flowchart of the hybrid PSO-AMLS-based method

    Fig. 1. Flowchart of the hybrid PSO-AMLS-based method

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    The fitting errors δ of the LS and PSO-AMLS method when the independent variables are uniform distribution: (a) nnodes=11; (b) nnodes=21

    Fig. 2. The fitting errors δ of the LS and PSO-AMLS method when the independent variables are uniform distribution: (a) nnodes=11; (b) nnodes=21

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    The fitting errors δ of the ALS and the PSO-AMLS method when the independent variables are non-uniform distribution

    Fig. 3. The fitting errors δ of the ALS and the PSO-AMLS method when the independent variables are non-uniform distribution

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    Diagram of the infrared radiometer

    Fig. 4. Diagram of the infrared radiometer

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    The fitting errors δ of the LS and ALS method: (a) LS method; (b) ALS method

    Fig. 5. The fitting errors δ of the LS and ALS method: (a) LS method; (b) ALS method

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    The fitting errors of the PSO-AMLS and ALS method

    Fig. 6. The fitting errors of the PSO-AMLS and ALS method

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    The deviation δ* obtained for different fitting methods

    Fig. 7. The deviation δ* obtained for different fitting methods

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    • Table 1. The data used in the first example

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      Table 1. The data used in the first example

      xyxyxy
      0173.6458144.7417
      1283.8284154.873
      22.414294165
      32.7321104.1623175.1231
      43114.3166185.2426
      53.2361124.4641195.3589
      63.4495134.6056205.4721

    • Table 2. The data used in the second example

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      Table 2. The data used in the second example

      yxyxyx
      11611.51146.5
      21.5716.51256.5
      32.5822.51367.5
      44.5929.51479.5
      57.51037.51592.5

    • Table 3. Main specifications of the infrared radiometer

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      Table 3. Main specifications of the infrared radiometer

      ComponentParameter
      Optical lensDiameter: 70 mm
      Field of view: ±0.6°
      Spectral channelsMW: 3.7-4.8 µm
      DetectorType: Insb
      A/DPrecision: 16
      Frequency: 100 kHz
      Preamplifier106×

    • Table 4. Main specifications of the blackbody-collimator

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      Table 4. Main specifications of the blackbody-collimator

      ComponentParameter
      BlackbodyModel: HFY-200C
      Temperature: 5-1000 ℃
      ApertureDiameter: 0.1-13.5 mm
      CollimatorModel: HGD-1
      Focal length: 650 mm

    • Table 5. The calibration data of T and V in the calibration of the infrared radiometer

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      Table 5. The calibration data of T and V in the calibration of the infrared radiometer

      V /V T /℃ V /V T /℃
      0.021001.354450
      0.051501.828500
      0.1172002.383550
      0.2272502.994600
      0.3943003.75650
      0.6323504.555700
      0.949400
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    Sen Yang. Hybrid PSO-AMLS-based method for data fitting in the calibration of the infrared radiometer[J]. Infrared and Laser Engineering, 2021, 50(8): 20200471

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    Paper Information

    Category: Infrared technology and application

    Received: Dec. 7, 2020

    Accepted: --

    Published Online: Nov. 2, 2021

    The Author Email:

    DOI:10.3788/IRLA20200471

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology