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Recovered paperboard samples identification by means of mid-infrared sensors

Authors :
Jordi-Roger Riba
Rosa Cantero
Trini Canals
Universitat Politècnica de Catalunya. Departament d'Enginyeria Elèctrica
Escola d'Enginyeria d'Igualada
Universitat Politècnica de Catalunya. MCIA - Motion Control and Industrial Applications Research Group
Universitat Politècnica de Catalunya. GIR - GIR Ambiental
Source :
UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC), Recercat. Dipósit de la Recerca de Catalunya, instname
Publication Year :
2013

Abstract

Paperboard is widely and increasingly applied as a packaging material, and in many applications is in direct contact with foodstuff. The increasing use of recovered paperboard has led to the production of paperboard containing several types of contaminants. In the case of using recovered paperboard, some of these contaminants may migrate into the food in concentrations considered harmful to human health. To prevent this problem, a very fast and nondestructive method to identify recovered paperboard samples from those produced mainly from virgin fibers is developed in this paper. Therefore, recovered samples may be identified, so a special consideration may be given to these samples. To this end, Fourier transform mid-infrared spectroscopy is applied to acquire the mid-infrared spectra of the paperboard samples. Next, statistical multivariate feature extraction and classification methods are applied to identify incoming samples produced from recovered fibers. Experimental results presented here prove that the proposed scheme allows obtaining high classification accuracy with a very fast response.

Details

Language :
English
Database :
OpenAIRE
Journal :
UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC), Recercat. Dipósit de la Recerca de Catalunya, instname
Accession number :
edsair.doi.dedup.....18c4a850964bfac1898a70375471e5ff