Jin-hao CHEN, Da-peng JIANG, Yi-zhuo ZHANG, Ke-qi WANG. Research on Data Migration Modeling Method for Bending Strength of Solid Wood Based on SWCSS-GFK-SVM[J]. Spectroscopy and Spectral Analysis, 2022, 42(5): 1471
- Spectroscopy and Spectral Analysis
- Vol. 42, Issue 5, 1471 (2022)
Fig. 1. Spectra of master instrument
Fig. 2. Spectra of slave instrument
Fig. 3. Process of SWCSS-GFK-SVM prediction model
Fig. 4. Master data treated by S-G and SNV preprocessing methods
Fig. 5. Slave data treated by the S-G and SNV preprocessing methods
Fig. 6. Slave data after preprocessing and segmenting
Fig. 7. SWCSS-GFK-SVM model optimized by grid search method
Fig. 8. DS-PLS NIR calibration transfer method
Fig. 9. DS-SWCSS-GFK-GVM NIR calibration transfer method
Fig. 10. PDS-PLS NIR calibration transfer method
Fig. 11. PDS-SWCSS-GFK-GVM calibration transfer
Fig. 12. PDS-GFK-GVM calibration transfer
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Table 1. A comparison of spectrometer equipment parameters
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Table 2. Analysis of modeling results based on different calibration transfer methods
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