• Acta Optica Sinica
  • Vol. 42, Issue 7, 0711002 (2022)
Chiwu Bu1、*, Tao Liu1、**, Rui Li1, Guozeng Liu2, and Qingju Tang3
Author Affiliations
  • 1College of Light Industry, Harbin University of Commerce, Harbin, Heilongjiang 150028, China
  • 2School of Astronautics, Harbin Institute of Technology, Harbin, Heilongjiang 150001, China
  • 3School of Mechanical Engineering, Heilongjiang University of Science and Technology, Harbin, Heilongjiang 150022, China
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    DOI: 10.3788/AOS202242.0711002 Cite this Article Set citation alerts
    Chiwu Bu, Tao Liu, Rui Li, Guozeng Liu, Qingju Tang. Infrared Thermography Detection and Images Sequence Processing for Defects in Photovoltaic Cells[J]. Acta Optica Sinica, 2022, 42(7): 0711002 Copy Citation Text show less
    Polysilicon photovoltaic cells with different types of defects. (a) S1; (b) S2; (c) S3; (d) S4; (e) S5; (f) S6
    Fig. 1. Polysilicon photovoltaic cells with different types of defects. (a) S1; (b) S2; (c) S3; (d) S4; (e) S5; (f) S6
    Schematic of PEIT imaging system
    Fig. 2. Schematic of PEIT imaging system
    Recognition results of defects by different algorithms. (a) PCA algorithm; (b) FCC algorithm; (c) LDA algorithm; (d) QDA algorithm
    Fig. 3. Recognition results of defects by different algorithms. (a) PCA algorithm; (b) FCC algorithm; (c) LDA algorithm; (d) QDA algorithm
    Selection of defect area and non-defect area
    Fig. 4. Selection of defect area and non-defect area
    AlgorithmS1S2S3S4S5S6
    PCA2.577919.64466.924612.94562.9929-
    FCC3.132610.80947.00865.22692.4340-
    LDA8.108321.552012.393431.82516.3424-
    QDA12.163428.410618.202053.457510.9035-
    Table 1. Evaluation results of RSN
    AlgorithmS1S2S3S4S5S6
    PCA2.38552.36882.52832.68062.77462.4988
    FCC2.44062.33282.76872.57992.63871.6379
    LDA2.74642.79372.89362.89463.56352.7229
    QDA3.62863.70233.68113.72703.68573.5575
    Table 2. Evaluation results of IEN
    AlgorithmS1S2S3S4S5S6
    PCA34.653357.618261.933149.935056.375252.2431
    FCC48.673871.589667.629847.595442.673570.0350
    LDA46.3230102.693668.873360.581658.001893.6639
    QDA70.0355104.010474.388072.495768.208894.5781
    Table 3. Evaluation results of MSE
    Chiwu Bu, Tao Liu, Rui Li, Guozeng Liu, Qingju Tang. Infrared Thermography Detection and Images Sequence Processing for Defects in Photovoltaic Cells[J]. Acta Optica Sinica, 2022, 42(7): 0711002
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