Classification of polyethylene cling films by attenuated total reflectance-Fourier transform infrared spectroscopy and chemometrics
Attenuated total reflectance-Fourier transform infrared spectroscopy (ATR-FTIR) was utilised to analyse nine differently branded cling films. Principal component analysis (PCA) was used to assess the intra-sample variability, i.e. the variation within individual cling film rolls; as well as the inte...
| Main Authors: | , , , , , , |
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| Format: | Journal Article |
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R S C Publications
2017
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| Online Access: | http://hdl.handle.net/20.500.11937/25882 |
| _version_ | 1848751829712633856 |
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| author | Telford, C. Burrows, B. Sauzier, G. Van Bronswijk, W. Houck, M. Maric, M. Lewis, Simon |
| author_facet | Telford, C. Burrows, B. Sauzier, G. Van Bronswijk, W. Houck, M. Maric, M. Lewis, Simon |
| author_sort | Telford, C. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | Attenuated total reflectance-Fourier transform infrared spectroscopy (ATR-FTIR) was utilised to analyse nine differently branded cling films. Principal component analysis (PCA) was used to assess the intra-sample variability, i.e. the variation within individual cling film rolls; as well as the inter-sample variability, which explores the variability between different rolls of cling film. Linear discriminant analysis (LDA) was then employed to develop a predictive classification model which gave 100% correct differentiation between three brand groupings of cling film, and accurately classified all of the validation samples obtained from different rolls from the same manufacturers. |
| first_indexed | 2025-11-14T07:58:57Z |
| format | Journal Article |
| id | curtin-20.500.11937-25882 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T07:58:57Z |
| publishDate | 2017 |
| publisher | R S C Publications |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-258822017-12-05T04:29:09Z Classification of polyethylene cling films by attenuated total reflectance-Fourier transform infrared spectroscopy and chemometrics Telford, C. Burrows, B. Sauzier, G. Van Bronswijk, W. Houck, M. Maric, M. Lewis, Simon Attenuated total reflectance-Fourier transform infrared spectroscopy (ATR-FTIR) was utilised to analyse nine differently branded cling films. Principal component analysis (PCA) was used to assess the intra-sample variability, i.e. the variation within individual cling film rolls; as well as the inter-sample variability, which explores the variability between different rolls of cling film. Linear discriminant analysis (LDA) was then employed to develop a predictive classification model which gave 100% correct differentiation between three brand groupings of cling film, and accurately classified all of the validation samples obtained from different rolls from the same manufacturers. 2017 Journal Article http://hdl.handle.net/20.500.11937/25882 10.1039/c6ay02960d R S C Publications fulltext |
| spellingShingle | Telford, C. Burrows, B. Sauzier, G. Van Bronswijk, W. Houck, M. Maric, M. Lewis, Simon Classification of polyethylene cling films by attenuated total reflectance-Fourier transform infrared spectroscopy and chemometrics |
| title | Classification of polyethylene cling films by attenuated total reflectance-Fourier transform infrared spectroscopy and chemometrics |
| title_full | Classification of polyethylene cling films by attenuated total reflectance-Fourier transform infrared spectroscopy and chemometrics |
| title_fullStr | Classification of polyethylene cling films by attenuated total reflectance-Fourier transform infrared spectroscopy and chemometrics |
| title_full_unstemmed | Classification of polyethylene cling films by attenuated total reflectance-Fourier transform infrared spectroscopy and chemometrics |
| title_short | Classification of polyethylene cling films by attenuated total reflectance-Fourier transform infrared spectroscopy and chemometrics |
| title_sort | classification of polyethylene cling films by attenuated total reflectance-fourier transform infrared spectroscopy and chemometrics |
| url | http://hdl.handle.net/20.500.11937/25882 |