A nonlinear asymmetric error function-based least mean square method (NALMS) for the deconvolution of identity and quantity of individual compounds based on the multicomponent mass spectra measured by membrane inlet mass spectrometry (MIMS) was developed and detailed testing results are presented. T
Classification of cola beverages on the basis of mass spectra measured by membrane inlet mass spectrometry
β Scribed by Raimo A. Ketola; Jukka Heikkonen; Sulo Piepponen; Frants R. Lauritsen; Tapio Kotiaho
- Publisher
- John Wiley and Sons
- Year
- 1998
- Tongue
- English
- Weight
- 112 KB
- Volume
- 12
- Category
- Article
- ISSN
- 0951-4198
No coin nor oath required. For personal study only.
β¦ Synopsis
Classification of different cola drinks by membrane inlet mass spectrometry (MIMS) combined with
different statistical computing methods is demonstrated. The spectra of cola drinks were measured directly using a single quadrupole mass spectrometer with a hollow fiber membrane inlet in standard MIMS and trap-and-release MIMS modes, and the spectra obtained were analyzed by principal component analysis and the mean pairwise difference method, and classified via the k-NN classifier. The multivariate calculations showed that cola drinks from different manufacturers can easily be differentiated from one another although the spectra of all drinks are usually very alike with minor differences in the abundances of major ion peaks in the range m/z 50-199. The classification of drinks is rapid as a spectrum of one sample can be obtained in a few minutes.
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