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近赤外分光法による搾乳時乳質の連続測定（第1報） : 乳質測定装置の精度および生乳の温度変動が精度に与える影響
| Title: | 近赤外分光法による搾乳時乳質の連続測定（第1報） : 乳質測定装置の精度および生乳の温度変動が精度に与える影響 |
| Other Titles: | Near-Infrared Spectroscopy for Online Real-Time Monitoring of Milk Quality during Milking (Part 1) : Precision and Accuracy of Near-Infrared Spectroscopy for Determining Milk Constituent Contents and Influence of Milk Temperature on Performance of Calibration Models |
| Authors: | 川崎, 正隆1 Browse this author | | 川村, 周三2 Browse this author →KAKEN DB | | 中辻, 浩喜3 Browse this author →KAKEN DB | | 夏賀, 元康4 Browse this author |
| Authors(alt): | KAWASAKI, Masataka1 | | KAWAMURA, Shuso2 | | NAKATSUJI, Hiroki3 | | NATSUGA, Motoyasu4 |
| Keywords: | 乳脂肪 | | 乳タンパク質 | | 乳糖 | | 検量線の温度補償 | | fat | | protein | | lactose | | temperature compensation |
| Issue Date: | 2009 |
| Publisher: | 農業食料工学会 |
| Journal Title: | 農業機械学会誌 |
| Journal Title(alt): | JOURNAL of the JAPANESE SOCIETY of AGRICULTURAL MACHINERY |
| Volume: | 71 |
| Issue: | 2 |
| Start Page: | 39 |
| End Page: | 45 |
| Publisher DOI: | 10.11357/jsam.71.2_39 |
| Abstract: | 搾乳時における乳質の連続測定技術の開発を目標に，近赤外分光法を用いた乳質測定装置を試作した。乳成分を測定する検量線を作成し，装置の測定精度を検証した。その結果，乳成分を精度良く測定できた。また実用を想定し，生乳の温度変動が測定精度に与える影響を検証した。その結果，検量線作成に用いた試料の温度範囲内の生乳であれば，乳成分を高い精度で測定できた。よって様々な温度の試料を採取し検量線作成に用いる事で，検量線の温度補償が可能になる事がわかった。 | | We constructed an online near-infrared spectroscopic sensing system on an experimental basis. Calibration models for determining three major milk constituents (fat, protein and lactose) were developed, and the precision and accuracy of the models were validated. The sensing system can be used to assess milk quality with sufficient precision and accuracy. Moreover we evaluated the influence of milk temperature on the performance of calibration models in practical use. When the temperature of the validation subset was in the temperature range of the calibration subset, the performance of calibration models was good. Therefore, temperature compensation of a calibration model was possible using calibration subset that covers a variation in temperature of the sample to be measured. |
| Rights: | © 2009 農業機械学会 | | © 2009 The Japanese Society of Agricultural Machinery |
| Type: | article |
| URI: | http://hdl.handle.net/2115/71030 |
| Appears in Collections: | 農学院・農学研究院 (Graduate School of Agriculture / Faculty of Agriculture) > 雑誌発表論文等 (Peer-reviewed Journal Articles, etc)
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Submitter: 川村 周三
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