{"title":"近红外光谱法直接测定奶粉中的水分。","authors":"R Nagarajan, Parul Singh, Ranjana Mehrotra","doi":"10.1155/JAMMC/2006/51342","DOIUrl":null,"url":null,"abstract":"<p><p>Moisture content in commercially available milk powder was investigated using near infrared (NIR) diffuse reflectance spectroscopy with an Indian low-cost dispersive NIR spectrophotometer. Different packets of milk powder of the same batch were procured from the market. Forty-five samples with moisture range 4-10% were prepared in the laboratory. Spectra of the samples were collected in the wavelength region 800-2500 nm. Moisture values of all the samples were simultaneously determined by Karl Fischer (KF) titration. These KF values were used as reference for developing calibration model using partial least squares regression (PLSR) method. The calibration and validation statistics are R cal2:0.9942, RMSEC:0.1040, and R val2:0.9822, RMSEV:0.1730. Five samples of unknown moisture contents were taken for NIR prediction using developed calibration model. The agreement between NIR predicted results and those of Karl Fischer values is appreciable. The result shows that the instrument can be successfully used for the determination of moisture content in milk powder.</p>","PeriodicalId":15248,"journal":{"name":"Journal of Automated Methods & Management in Chemistry","volume":"2006 ","pages":"51342"},"PeriodicalIF":0.0000,"publicationDate":"2006-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1155/JAMMC/2006/51342","citationCount":"15","resultStr":"{\"title\":\"Direct determination of moisture in powder milk using near infrared spectroscopy.\",\"authors\":\"R Nagarajan, Parul Singh, Ranjana Mehrotra\",\"doi\":\"10.1155/JAMMC/2006/51342\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Moisture content in commercially available milk powder was investigated using near infrared (NIR) diffuse reflectance spectroscopy with an Indian low-cost dispersive NIR spectrophotometer. Different packets of milk powder of the same batch were procured from the market. Forty-five samples with moisture range 4-10% were prepared in the laboratory. Spectra of the samples were collected in the wavelength region 800-2500 nm. Moisture values of all the samples were simultaneously determined by Karl Fischer (KF) titration. These KF values were used as reference for developing calibration model using partial least squares regression (PLSR) method. The calibration and validation statistics are R cal2:0.9942, RMSEC:0.1040, and R val2:0.9822, RMSEV:0.1730. Five samples of unknown moisture contents were taken for NIR prediction using developed calibration model. The agreement between NIR predicted results and those of Karl Fischer values is appreciable. The result shows that the instrument can be successfully used for the determination of moisture content in milk powder.</p>\",\"PeriodicalId\":15248,\"journal\":{\"name\":\"Journal of Automated Methods & Management in Chemistry\",\"volume\":\"2006 \",\"pages\":\"51342\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2006-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1155/JAMMC/2006/51342\",\"citationCount\":\"15\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Automated Methods & Management in Chemistry\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1155/JAMMC/2006/51342\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Automated Methods & Management in Chemistry","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1155/JAMMC/2006/51342","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 15
摘要
采用印度低成本色散近红外分光光度计对市售奶粉中的水分含量进行了近红外漫反射光谱研究。同一批次的不同包装奶粉是从市场采购的。在实验室中制备了45份水分范围为4-10%的样品。样品的光谱在800 ~ 2500 nm波长范围内采集。所有样品的水分值同时用卡尔菲舍尔(KF)滴定法测定。以这些KF值为参考,利用偏最小二乘回归(PLSR)方法建立校正模型。校准和验证统计量为R cal2:0.9942, RMSEC:0.1040, R val2:0.9822, RMSEV:0.1730。采用所建立的校正模型对5个未知样品进行近红外预测。近红外预测结果与卡尔费歇尔值之间的一致性是值得赞赏的。结果表明,该仪器可用于奶粉中水分含量的测定。
Direct determination of moisture in powder milk using near infrared spectroscopy.
Moisture content in commercially available milk powder was investigated using near infrared (NIR) diffuse reflectance spectroscopy with an Indian low-cost dispersive NIR spectrophotometer. Different packets of milk powder of the same batch were procured from the market. Forty-five samples with moisture range 4-10% were prepared in the laboratory. Spectra of the samples were collected in the wavelength region 800-2500 nm. Moisture values of all the samples were simultaneously determined by Karl Fischer (KF) titration. These KF values were used as reference for developing calibration model using partial least squares regression (PLSR) method. The calibration and validation statistics are R cal2:0.9942, RMSEC:0.1040, and R val2:0.9822, RMSEV:0.1730. Five samples of unknown moisture contents were taken for NIR prediction using developed calibration model. The agreement between NIR predicted results and those of Karl Fischer values is appreciable. The result shows that the instrument can be successfully used for the determination of moisture content in milk powder.