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Chemometrics approaches to green analytical chemistry procedure development

Abstract

Chemometric tools are widely used in analytical chemistry for the reduction of data dimensionality, grouping of variables and processing of analytical signals. They have also the potential to be applied in analytical procedure development with the aim of minimizing the procedure’s environmental impact. The design of experiment gives the possibility to obtain much better information on the system response than in case of “changing one variable at a time” approach. This results in savings of materials and energy. Desirability functions applied together with the design of experiment, create a possibility to include in procedure development the variables that directly refer to the procedure’s greenness. In this way analysis time, consumption of solvents or reagents and, mobile phase (in the case of liquid chromatography) can be minimized. Cluster analysis and principal component analysis are successfully applied to find greener solvent alternatives.

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Category:
Articles
Type:
artykuły w czasopismach
Published in:
Current Opinion in Green and Sustainable Chemistry no. 30,
ISSN: 2452-2236
Language:
English
Publication year:
2021
Bibliographic description:
Kalinowska K., Bystrzanowska M., Tobiszewski M.: Chemometrics approaches to green analytical chemistry procedure development// Current Opinion in Green and Sustainable Chemistry -Vol. 30, (2021), s.100498-
DOI:
Digital Object Identifier (open in new tab) 10.1016/j.cogsc.2021.100498
Verified by:
Gdańsk University of Technology

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