The Verification of the Usefulness of Electronic Nose Based on Ultra-Fast Gas Chromatography and Four Different Chemometric Methods for Rapid Analysis of Spirit Beverages
Spirit beverages are a diverse group of foodstuffs. They are very often counterfeited which cause the appearance of low quality products or wrongly labelled products on the market. It is important to find a proper quality control and botanical origin method enabling the same time preliminary check o...
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Hindawi Limited
2016-01-01
|
Series: | Journal of Analytical Methods in Chemistry |
Online Access: | http://dx.doi.org/10.1155/2016/8763436 |
id |
doaj-191f2ec28551460da3076d947ccfef63 |
---|---|
record_format |
Article |
spelling |
doaj-191f2ec28551460da3076d947ccfef632020-11-24T22:11:39ZengHindawi LimitedJournal of Analytical Methods in Chemistry2090-88652090-88732016-01-01201610.1155/2016/87634368763436The Verification of the Usefulness of Electronic Nose Based on Ultra-Fast Gas Chromatography and Four Different Chemometric Methods for Rapid Analysis of Spirit BeveragesPaulina Wiśniewska0Magdalena Śliwińska1Jacek Namieśnik2Waldemar Wardencki3Tomasz Dymerski4Department of Analytical Chemistry, Faculty of Chemistry, Gdańsk University of Technology, 11/12 Gabriela Narutowicza Street, 80-233 Gdańsk, PolandDepartment of Analytical Chemistry, Faculty of Chemistry, Gdańsk University of Technology, 11/12 Gabriela Narutowicza Street, 80-233 Gdańsk, PolandDepartment of Analytical Chemistry, Faculty of Chemistry, Gdańsk University of Technology, 11/12 Gabriela Narutowicza Street, 80-233 Gdańsk, PolandDepartment of Analytical Chemistry, Faculty of Chemistry, Gdańsk University of Technology, 11/12 Gabriela Narutowicza Street, 80-233 Gdańsk, PolandDepartment of Analytical Chemistry, Faculty of Chemistry, Gdańsk University of Technology, 11/12 Gabriela Narutowicza Street, 80-233 Gdańsk, PolandSpirit beverages are a diverse group of foodstuffs. They are very often counterfeited which cause the appearance of low quality products or wrongly labelled products on the market. It is important to find a proper quality control and botanical origin method enabling the same time preliminary check of the composition of investigated samples, which was the main goal of this work. For this purpose, the usefulness of electronic nose based on ultra-fast gas chromatography (fast GC e-nose) was verified. A set of 24 samples of raw spirits, 33 samples of vodkas, and 8 samples of whisky were analysed by fast GC e-nose. Four data analysis methods were used. The PCA was applied for the visualization of dataset, observation of the variation inside groups of samples, and selection of variables for the other three statistical methods. The SQC method was utilized to compare the quality of the samples. Both the DFA and SIMCA data analysis methods were used for discrimination of vodka, whisky, and spirits samples. The fast GC e-nose combined with four statistical methods can be used for rapid discrimination of raw spirits, vodkas, and whisky and in the same for preliminary determination of the composition of investigated samples.http://dx.doi.org/10.1155/2016/8763436 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Paulina Wiśniewska Magdalena Śliwińska Jacek Namieśnik Waldemar Wardencki Tomasz Dymerski |
spellingShingle |
Paulina Wiśniewska Magdalena Śliwińska Jacek Namieśnik Waldemar Wardencki Tomasz Dymerski The Verification of the Usefulness of Electronic Nose Based on Ultra-Fast Gas Chromatography and Four Different Chemometric Methods for Rapid Analysis of Spirit Beverages Journal of Analytical Methods in Chemistry |
author_facet |
Paulina Wiśniewska Magdalena Śliwińska Jacek Namieśnik Waldemar Wardencki Tomasz Dymerski |
author_sort |
Paulina Wiśniewska |
title |
The Verification of the Usefulness of Electronic Nose Based on Ultra-Fast Gas Chromatography and Four Different Chemometric Methods for Rapid Analysis of Spirit Beverages |
title_short |
The Verification of the Usefulness of Electronic Nose Based on Ultra-Fast Gas Chromatography and Four Different Chemometric Methods for Rapid Analysis of Spirit Beverages |
title_full |
The Verification of the Usefulness of Electronic Nose Based on Ultra-Fast Gas Chromatography and Four Different Chemometric Methods for Rapid Analysis of Spirit Beverages |
title_fullStr |
The Verification of the Usefulness of Electronic Nose Based on Ultra-Fast Gas Chromatography and Four Different Chemometric Methods for Rapid Analysis of Spirit Beverages |
title_full_unstemmed |
The Verification of the Usefulness of Electronic Nose Based on Ultra-Fast Gas Chromatography and Four Different Chemometric Methods for Rapid Analysis of Spirit Beverages |
title_sort |
verification of the usefulness of electronic nose based on ultra-fast gas chromatography and four different chemometric methods for rapid analysis of spirit beverages |
publisher |
Hindawi Limited |
series |
Journal of Analytical Methods in Chemistry |
issn |
2090-8865 2090-8873 |
publishDate |
2016-01-01 |
description |
Spirit beverages are a diverse group of foodstuffs. They are very often counterfeited which cause the appearance of low quality products or wrongly labelled products on the market. It is important to find a proper quality control and botanical origin method enabling the same time preliminary check of the composition of investigated samples, which was the main goal of this work. For this purpose, the usefulness of electronic nose based on ultra-fast gas chromatography (fast GC e-nose) was verified. A set of 24 samples of raw spirits, 33 samples of vodkas, and 8 samples of whisky were analysed by fast GC e-nose. Four data analysis methods were used. The PCA was applied for the visualization of dataset, observation of the variation inside groups of samples, and selection of variables for the other three statistical methods. The SQC method was utilized to compare the quality of the samples. Both the DFA and SIMCA data analysis methods were used for discrimination of vodka, whisky, and spirits samples. The fast GC e-nose combined with four statistical methods can be used for rapid discrimination of raw spirits, vodkas, and whisky and in the same for preliminary determination of the composition of investigated samples. |
url |
http://dx.doi.org/10.1155/2016/8763436 |
work_keys_str_mv |
AT paulinawisniewska theverificationoftheusefulnessofelectronicnosebasedonultrafastgaschromatographyandfourdifferentchemometricmethodsforrapidanalysisofspiritbeverages AT magdalenasliwinska theverificationoftheusefulnessofelectronicnosebasedonultrafastgaschromatographyandfourdifferentchemometricmethodsforrapidanalysisofspiritbeverages AT jaceknamiesnik theverificationoftheusefulnessofelectronicnosebasedonultrafastgaschromatographyandfourdifferentchemometricmethodsforrapidanalysisofspiritbeverages AT waldemarwardencki theverificationoftheusefulnessofelectronicnosebasedonultrafastgaschromatographyandfourdifferentchemometricmethodsforrapidanalysisofspiritbeverages AT tomaszdymerski theverificationoftheusefulnessofelectronicnosebasedonultrafastgaschromatographyandfourdifferentchemometricmethodsforrapidanalysisofspiritbeverages AT paulinawisniewska verificationoftheusefulnessofelectronicnosebasedonultrafastgaschromatographyandfourdifferentchemometricmethodsforrapidanalysisofspiritbeverages AT magdalenasliwinska verificationoftheusefulnessofelectronicnosebasedonultrafastgaschromatographyandfourdifferentchemometricmethodsforrapidanalysisofspiritbeverages AT jaceknamiesnik verificationoftheusefulnessofelectronicnosebasedonultrafastgaschromatographyandfourdifferentchemometricmethodsforrapidanalysisofspiritbeverages AT waldemarwardencki verificationoftheusefulnessofelectronicnosebasedonultrafastgaschromatographyandfourdifferentchemometricmethodsforrapidanalysisofspiritbeverages AT tomaszdymerski verificationoftheusefulnessofelectronicnosebasedonultrafastgaschromatographyandfourdifferentchemometricmethodsforrapidanalysisofspiritbeverages |
_version_ |
1725804723279233024 |