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논문 기본 정보

자료유형
학술저널
저자정보
Lee, Dae Hyun (Dept. of Bio-mechatronic Engineering Sungkyunkwan University) Kim, Yong Joo (Dept. of Biosystems Machinery Engineering Chungnam National University) Min, Kyu Ho (Dept. of Bio-mechatronic Engineering Sungkyunkwan University) Choi, Chang Hyun
저널정보
한국농식품정보과학회 Agribusiness and information management : AIM Agribusiness and information management : AIM 제6권 제2호
발행연도
2014.1
수록면
32 - 39 (8page)

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초록· 키워드

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The goal of this research was to develop a portable system that could be used to evaluate the quality of milk in real time at a raw milk production site. A real-time portable quality evaluation system for raw milk was developed to enable non-destructive quality evaluation of somatic cell count (SCC), fat, protein, lactose, and total solid (TS) in milk samples. A prediction model of SCC, fat, protein, lactose, and TS was constructed using partial least squares (PLS) and 200 milk samples were used to evaluate the prediction performance of the portable quality evaluation system and high performance spectroscopy. Through prediction model development and verification, it was found that the accuracy of high performance spectroscopy was 90% for SSC, 96% for fat, 96% for protein, 91% for lactose, and 97% for TS. In comparison, the accuracy of the portable quality evaluation system was relatively low, at 90% for SSC, 95% for fat, 92% for protein, 89% for lactose, 92% for TS. However, the measurement time for high performance spectroscopy was 10 minutes for 1 sample, while for the portable quality evaluation system it was 6 minutes. This means that the high performance spectroscopy system can measure 48 samples per day (8 hours), while the portable quality evaluation system can measure 80 (8 hours). Therefore, it was found that the portable quality evaluation system enables quick on-site quality evaluation of milk samples.

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