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
Link To Document :
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