Spectroscopy and Spectral Analysis, Volume. 41, Issue 9, 2962(2021)
Classification Method of Liquor Quality Based on Time and Frequency Spectrum Characteristics
Fig. 1. The ion mobility spectra of real liquor and liquor with different proportion of alcohol
Fig. 3. The frequency domain response curve of ion mobility spectrum
Fig. 4. The spectral entropy time diagram of liquor samples
(a): Real liquor; (b): Liquor added with 10% alcohol; (c): Liquor added with 20% alcohol; (d): Liquor added with 30% alcohol; (e): Liquor added with 40% alcohol; (f): Liquor added with 50% alcohol
Fig. 5. The contribution rate of features after dimension reduction using PCA
Fig. 6. The contribution rate of features after dimension reduction using LDA
Fig. 7. The optimization results of parameter
Fig. 8. The optimization results of parameter gamma in SVM binary classification experiment
Fig. 9. The optimization results of parameter
Fig. 10. The optimization results of parameter gamma in SVM six classification experiment
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Hai-jiang ZHU, Hao TANG, Jing-xian SUN, Zhen-xia DU. Classification Method of Liquor Quality Based on Time and Frequency Spectrum Characteristics[J]. Spectroscopy and Spectral Analysis, 2021, 41(9): 2962
Category: Research Articles
Received: Aug. 27, 2020
Accepted: --
Published Online: Oct. 29, 2021
The Author Email: ZHU Hai-jiang (zhuhj@mail.buct.edu.cn)