Differentiation of vehicle top coating paints using pyrolysis-gas chromatography/mass spectrometry and multivariate chemometrics with statistical comparisons

Sheng Hsiung Yang, Jermiah Y. Shen, Matt S. Chang, Gaston J. C. Wu

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

The aim of this work was to evaluate the capabilities and feasibility of using the averaged mass spectra obtained from pyrograms for assessing the group distributions and similarities of vehicle paint samples. To achieve this, all the profiles of averaged mass spectra were examined using hierarchical cluster analysis and principal component analysis after data processing. The pyrograms of 54 vehicle top coating samples were characterized by mass fragments chosen from 15 major paint constituents commonly used in the paint industry and multivariate chemometric analysis based on 76 variables, used as indicators for the classification of paint samples. Not only the characteristics of the variables were discussed, but the discriminating power among the samples was also evaluated by adding six blind test samples. In addition, validation of this method was accomplished by mixing three sets of international proficiency test samples and 23 randomly selected paired samples for comparison purposes, and the results of these gave the expected discriminating capability of the technique developed. The results indicated that this method was a promising, efficient and time saving tool for examining top-coating paint traces, with the application of combined pyrolysis-gas chromatography/mass spectroscopy with multivariate chemometrics for forensic purposes.

Original languageEnglish
Pages (from-to)1527-1534
Number of pages8
JournalAnalytical Methods
Volume7
Issue number4
DOIs
Publication statusPublished - 2015 Feb 21

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Paint
Gas chromatography
Mass spectrometry
Pyrolysis
Coatings
Cluster analysis
Principal component analysis
Spectroscopy
Industry

ASJC Scopus subject areas

  • Analytical Chemistry
  • Chemical Engineering(all)
  • Engineering(all)

Cite this

Differentiation of vehicle top coating paints using pyrolysis-gas chromatography/mass spectrometry and multivariate chemometrics with statistical comparisons. / Yang, Sheng Hsiung; Shen, Jermiah Y.; Chang, Matt S.; Wu, Gaston J. C.

In: Analytical Methods, Vol. 7, No. 4, 21.02.2015, p. 1527-1534.

Research output: Contribution to journalArticle

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