Cloud traditional Chinese medicine quality detection system of multi-wavelength LED fluorescence spectrum and method
A fluorescence spectrum, quality detection technology, applied in the field of analysis and inspection instruments, optical sensing, can solve the problems of complex pretreatment process, to achieve the effect of expanding the scope of application
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example 1
[0038] Example 1: Classification of four coffee samples
[0039] Coffee samples: Four different kinds of coffee beans were purchased in the market and ground into powder samples. They are Brazilian Coffee (Brazilian Coffee), Mandheling Coffee (Mandheling Coffee), Blue Mountain Coffee (Bluemoutain Coffee) and Jamaican Coffee (Jamaican Coffee).
[0040] 1. Collect the fluorescence spectrum of the coffee sample induced by LED (400nm).
[0041] After the fluorescence induced by LED passed through a 450nm long-pass filter, eight sets of spectral data were collected with a spectrometer (Ocean Optics USB2000) for each coffee sample, and eight sets of background signals were measured simultaneously. A total of 32 sets of spectral data were obtained by removing the background signal. Each set was normalized and then averaged and smoothed by type to obtain the following: Figure 5 Normalized fluorescence spectra of the four coffees shown.
[0042] 2. Perform principal component analy...
example 2
[0061] Example 2: Classification of nine West Lake Longjing teas
[0062] Tea samples: Nine grades of West Lake Longjing are marked as 1, 2, 3, 4, 5, 6, 7, 8, and 9 from poor to good.
[0063] 1. Perform spectrum acquisition and principal component analysis as in steps 1 and 2 in Example 1.
[0064] Y k=1,2...N,k≠i;1...M = Φ k=1,2...N,k≠i;0...tr θ 0...tr;1...M (1)
[0065] Φ k , j = 1 j = 0 ; U k , j j = 1,2 . . . ...
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