Abstract
We report an accurate recognition of ten different types of postconsumer plastics, including five extensively used basic plastics, by laser-induced breakdown spectroscopy (LIBS). Ratiometric and correlational analysis have been performed for the classification in which C/H ratio yielded partial discrimination while an excellent correlation has been observed between the intensity of the carbon peak with carbon single bonds. Additionally, a 3D correlational approach using the emission intensities of carbon, hydrogen, oxygen and nitrogen lines successfully segregated all the plastics. Finally, we report findings from partial least squares- discriminant analysis (PLS-DA) that demonstrates classification accuracies of over 93 %. We envision that the high classification accuracy is shown here will encourage further validation studies leading to routine application of LIBS for screening and identification of post-consumer plastics.
Original language | English (US) |
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Pages (from-to) | 101-108 |
Number of pages | 8 |
Journal | Polymer Testing |
Volume | 76 |
DOIs | |
State | Published - Jul 2019 |
Keywords
- Chemometrics
- Laser-induced breakdown spectroscopy (LIBS)
- Multivariate analysis
- Plastics classification
ASJC Scopus subject areas
- Organic Chemistry
- Polymers and Plastics