Matches in SemOpenAlex for { <https://semopenalex.org/work/W4300541008> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W4300541008 endingPage "156" @default.
- W4300541008 startingPage "145" @default.
- W4300541008 abstract "The composition of milk powder (powdered milk) determines its quality and nutritional value. Currently, the standard or traditional methods that measure content of main components of milk powder have some disadvantages. In this study, ultraviolet (UV) spectroscopy combined with multivariate calibration/regression model was used to simultaneously predict the value of four main quality parameters including protein, fat, carbohydrate and energy rather than single component content in milk powder. Partial least squares (PLS) was chosen to establish regression model with the optimized number of principal factor. Without component separation/purification in the measurement with UV spectroscopy and pretreatment process in PLS modeling, good prediction results of multi-parameters were obtained with low root mean square error of prediction (RMSEP), high correlation coefficients (>0.98) and high RPD (Residual predictive deviation). By comparison, the results obtained by directly using work curve method were not satisfactory. Furthermore, PLS model acquired accurate and robust results than those of multivariate linear regression (MLR) model. It indicates that with the help of PLS, UV spectrometry is an effective, fast and simple “green” technique to simultaneously detect content of main parameters in milk powder. The proposed method could be applied to the quality control of milk powder, and be studied further to extend to quantitative analysis of milk liquid and even other food." @default.
- W4300541008 created "2022-10-03" @default.
- W4300541008 creator A5015155494 @default.
- W4300541008 creator A5026269938 @default.
- W4300541008 creator A5073360081 @default.
- W4300541008 date "2022-01-01" @default.
- W4300541008 modified "2023-09-27" @default.
- W4300541008 title "Rapid Prediction of Multiple Quality Parameters in Milk Powder by Ultraviolet Spectrometry Combined with Chemometric Method" @default.
- W4300541008 cites W1899660180 @default.
- W4300541008 cites W1967452478 @default.
- W4300541008 cites W1972990186 @default.
- W4300541008 cites W1981629874 @default.
- W4300541008 cites W1983601830 @default.
- W4300541008 cites W2154027472 @default.
- W4300541008 cites W2173648751 @default.
- W4300541008 cites W2520224233 @default.
- W4300541008 cites W2559848180 @default.
- W4300541008 cites W2767994481 @default.
- W4300541008 cites W2911863681 @default.
- W4300541008 cites W2955317533 @default.
- W4300541008 cites W2973265366 @default.
- W4300541008 cites W3017101249 @default.
- W4300541008 cites W3017389978 @default.
- W4300541008 cites W3025059132 @default.
- W4300541008 cites W3033033500 @default.
- W4300541008 cites W3109395352 @default.
- W4300541008 doi "https://doi.org/10.1007/978-981-19-4884-8_15" @default.
- W4300541008 hasPublicationYear "2022" @default.
- W4300541008 type Work @default.
- W4300541008 citedByCount "0" @default.
- W4300541008 crossrefType "book-chapter" @default.
- W4300541008 hasAuthorship W4300541008A5015155494 @default.
- W4300541008 hasAuthorship W4300541008A5026269938 @default.
- W4300541008 hasAuthorship W4300541008A5073360081 @default.
- W4300541008 hasConcept C105795698 @default.
- W4300541008 hasConcept C113196181 @default.
- W4300541008 hasConcept C151304367 @default.
- W4300541008 hasConcept C161584116 @default.
- W4300541008 hasConcept C165838908 @default.
- W4300541008 hasConcept C185592680 @default.
- W4300541008 hasConcept C186060115 @default.
- W4300541008 hasConcept C192562407 @default.
- W4300541008 hasConcept C22354355 @default.
- W4300541008 hasConcept C27438332 @default.
- W4300541008 hasConcept C33923547 @default.
- W4300541008 hasConcept C43617362 @default.
- W4300541008 hasConcept C48921125 @default.
- W4300541008 hasConcept C74887250 @default.
- W4300541008 hasConcept C86803240 @default.
- W4300541008 hasConceptScore W4300541008C105795698 @default.
- W4300541008 hasConceptScore W4300541008C113196181 @default.
- W4300541008 hasConceptScore W4300541008C151304367 @default.
- W4300541008 hasConceptScore W4300541008C161584116 @default.
- W4300541008 hasConceptScore W4300541008C165838908 @default.
- W4300541008 hasConceptScore W4300541008C185592680 @default.
- W4300541008 hasConceptScore W4300541008C186060115 @default.
- W4300541008 hasConceptScore W4300541008C192562407 @default.
- W4300541008 hasConceptScore W4300541008C22354355 @default.
- W4300541008 hasConceptScore W4300541008C27438332 @default.
- W4300541008 hasConceptScore W4300541008C33923547 @default.
- W4300541008 hasConceptScore W4300541008C43617362 @default.
- W4300541008 hasConceptScore W4300541008C48921125 @default.
- W4300541008 hasConceptScore W4300541008C74887250 @default.
- W4300541008 hasConceptScore W4300541008C86803240 @default.
- W4300541008 hasLocation W43005410081 @default.
- W4300541008 hasOpenAccess W4300541008 @default.
- W4300541008 hasPrimaryLocation W43005410081 @default.
- W4300541008 hasRelatedWork W1830627004 @default.
- W4300541008 hasRelatedWork W1982564984 @default.
- W4300541008 hasRelatedWork W2009149035 @default.
- W4300541008 hasRelatedWork W2021552986 @default.
- W4300541008 hasRelatedWork W2090769585 @default.
- W4300541008 hasRelatedWork W2098000732 @default.
- W4300541008 hasRelatedWork W2389328060 @default.
- W4300541008 hasRelatedWork W2736808382 @default.
- W4300541008 hasRelatedWork W2806587169 @default.
- W4300541008 hasRelatedWork W2954124481 @default.
- W4300541008 isParatext "false" @default.
- W4300541008 isRetracted "false" @default.
- W4300541008 workType "book-chapter" @default.