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Near-infrared spectroscopic sensing system for on-line milk quality assessment in a milking robot
http://hdl.handle.net/10659/1706
http://hdl.handle.net/10659/17067b974fef-d5ce-4fed-b33c-7a1010c20fcf
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
S-394_Morita.pdf (314.4 kB)
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| Item type | 学術雑誌論文 / Journal Article(1) | |||||
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| 公開日 | 2011-03-31 | |||||
| タイトル | ||||||
| タイトル | Near-infrared spectroscopic sensing system for on-line milk quality assessment in a milking robot | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| 資源タイプ | ||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
| 資源タイプ | journal article | |||||
| 著者 |
Kawasaki, Masataka
× Kawasaki, Masataka× Kawamura, Shuso× Tsukahara, Maki× Morita, Shigeru× Komiya, Michio× Natsuga, Motoyasu |
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| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | A near-infrared (NIR) spectroscopic sensing system was constructed on an experimental basis. This system enabled NIR spectra of raw milk to be obtained in an automatic milking system (milking robot system) over a wavelength range of 600–1050 nm. Calibration models for determining three major milk constituents (fat, protein and lactose), somatic cell count (SCC) and milk urea nitrogen (MUN) of unhomogenized milk were developed, and the precision and accuracy of the models were validated. The coefficient of determination (r^2) and standard error of prediction (SEP) of the validation set for fat were 0.95 and 0.25%, respectively. The values of r^2 and SEP for lactose were 0.83 and 0.26%, those for protein were 0.72 and 0.15%, those for SCC were 0.68 and 0.28 log SCC/mL, and those for MUN were 0.53 and 1.50 mg/dL, respectively. These results indicate that the NIR spectroscopic system can be used to assess milk quality in real-time in an automatic milking system. The system can provide dairy farmers with information on milk quality and physiological condition of an individual cow and, therefore, give them feedback control for optimizing dairy farm management. By using the system, dairy farmers will be able to produce high-quality milk and precision dairy farming will be realized. | |||||
| 書誌情報 |
Computers and Electronics in Agriculture 巻 63, 号 1, p. 22-27, 発行日 2008-08 |
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| ISSN | ||||||
| 収録物識別子タイプ | ISSN | |||||
| 収録物識別子 | 0168-1699 | |||||
| DOI | ||||||
| 関連タイプ | isVersionOf | |||||
| 識別子タイプ | DOI | |||||
| 関連識別子 | 10.1016/j.compag.2008.01.006 | |||||
| 権利（URI） | ||||||
| 権利情報 | http://dx.doi.org/10.1016/j.compag.2008.01.006 | http://dx.doi.org/10.1016/j.compag.2008.01.006 | |||||
| 著者版フラグ | ||||||
| 出版タイプ | AM | |||||
| 出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa | |||||
| その他のタイトル | ||||||
| その他のタイトル | Near-infrared spectroscopic sensing system for online milk quality assessment in a milking robot | |||||
| 出版者 | ||||||
| 出版者 | Elsevier | |||||
| 資源タイプ | ||||||
| 内容記述タイプ | Other | |||||
| 内容記述 | Article | |||||
