Automated data evaluation and modelling of simultaneous (19) F-(1) H medium-resolution NMR spectra for online reaction monitoring

Copyright © 2015 John Wiley & Sons, Ltd.

Bibliographische Detailangaben
Veröffentlicht in:Magnetic resonance in chemistry : MRC. - 1985. - 54(2016), 6 vom: 07. Juni, Seite 513-20
1. Verfasser: Zientek, Nicolai (VerfasserIn)
Weitere Verfasser: Laurain, Clément, Meyer, Klas, Paul, Andrea, Engel, Dirk, Guthausen, Gisela, Kraume, Matthias, Maiwald, Michael
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2016
Zugriff auf das übergeordnete Werk:Magnetic resonance in chemistry : MRC
Schlagworte:Journal Article 19F 1H IHM NMR PLS automation data processing medium-resolution NMR online NMR mehr... process analytical technology quantitative NMR reaction monitoring
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520 |a Medium-resolution nuclear magnetic resonance spectroscopy (MR-NMR) currently develops to an important analytical tool for both quality control and process monitoring. In contrast to high-resolution online NMR (HR-NMR), MR-NMR can be operated under rough environmental conditions. A continuous re-circulating stream of reaction mixture from the reaction vessel to the NMR spectrometer enables a non-invasive, volume integrating online analysis of reactants and products. Here, we investigate the esterification of 2,2,2-trifluoroethanol with acetic acid to 2,2,2-trifluoroethyl acetate both by (1) H HR-NMR (500 MHz) and (1) H and (19) F MR-NMR (43 MHz) as a model system. The parallel online measurement is realised by splitting the flow, which allows the adjustment of quantitative and independent flow rates, both in the HR-NMR probe as well as in the MR-NMR probe, in addition to a fast bypass line back to the reactor. One of the fundamental acceptance criteria for online MR-MNR spectroscopy is a robust data treatment and evaluation strategy with the potential for automation. The MR-NMR spectra are treated by an automated baseline and phase correction using the minimum entropy method. The evaluation strategies comprise (i) direct integration, (ii) automated line fitting, (iii) indirect hard modelling (IHM) and (iv) partial least squares regression (PLS-R). To assess the potential of these evaluation strategies for MR-NMR, prediction results are compared with the line fitting data derived from the quantitative HR-NMR spectroscopy. Although, superior results are obtained from both IHM and PLS-R for (1) H MR-NMR, especially the latter demands for elaborate data pretreatment, whereas IHM models needed no previous alignment. Copyright © 2015 John Wiley & Sons, Ltd 
650 4 |a Journal Article 
650 4 |a 19F 
650 4 |a 1H 
650 4 |a IHM 
650 4 |a NMR 
650 4 |a PLS 
650 4 |a automation 
650 4 |a data processing 
650 4 |a medium-resolution NMR 
650 4 |a online NMR 
650 4 |a process analytical technology 
650 4 |a quantitative NMR 
650 4 |a reaction monitoring 
700 1 |a Laurain, Clément  |e verfasserin  |4 aut 
700 1 |a Meyer, Klas  |e verfasserin  |4 aut 
700 1 |a Paul, Andrea  |e verfasserin  |4 aut 
700 1 |a Engel, Dirk  |e verfasserin  |4 aut 
700 1 |a Guthausen, Gisela  |e verfasserin  |4 aut 
700 1 |a Kraume, Matthias  |e verfasserin  |4 aut 
700 1 |a Maiwald, Michael  |e verfasserin  |4 aut 
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773 1 8 |g volume:54  |g year:2016  |g number:6  |g day:07  |g month:06  |g pages:513-20 
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