DocumentCode
3264249
Title
Inspection of milk components by terahertz attenuated total reflectance (THz-ATR) spectrometer equipped temperature controller
Author
Naito, Hirotaka ; Ogawa, Yuichi ; Shiraga, Keiichiro ; Kondo, Naoshi ; Hirai, Tsunao ; Osaka, Ikuo ; Kubota, Asuka
Author_Institution
Grad. Sch. Agric., Kyoto Univ., Kyoto, Japan
fYear
2011
fDate
20-22 Dec. 2011
Firstpage
192
Lastpage
196
Abstract
It was confirmed that THz spectroscopy has a potential for quantitative analysis of milk fat, total solid, lactose, milk protein, casein and somatic cell. We investigated the correlation between the absorption spectrum of raw milk in the THz region and the measured milk contents by the Partial Least Square (PLS) regression and full cross validation as test for the calibration models. It was difficult to conduct transmission measurements because the absorption of water in the THz range is large. Thus, we used the attenuated total reflection (ATR) method with a high resistance silicon ATR-prism. This prism equipped a sample temperature controller to reduce the error due to temperature dependent changes of spectra. As the result of this experimentation, the R2 of validation of the best regression model to predict milk fat, total solid, lactose, milk protein, casein and somatic cell were 0.72, 0.80, 0.38, 0.37, 0.41 and 0.67. It was inferred that THz spectroscopy is suitable to predict several milk contents such as milk fat, total solid and somatic cell counts.
Keywords
attenuated total reflection; chemical analysis; dairy products; least squares approximations; reflectivity; spectrometers; temperature control; terahertz spectroscopy; THz spectroscopy; milk components; partial least square regression; quantitative analysis; temperature controller; terahertz attenuated total reflectance spectrometer; Calibration; Dairy products; Proteins; Solids; Spectroscopy; Temperature control; Temperature measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
System Integration (SII), 2011 IEEE/SICE International Symposium on
Conference_Location
Kyoto
Print_ISBN
978-1-4577-1523-5
Type
conf
DOI
10.1109/SII.2011.6147444
Filename
6147444
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