Rapid classification of virgin and recycled EPS containers by Fourier transform infrared spectroscopy and chemometrics

References

• Al-Salem SM, Lettieri P, Baeyens J. 2009. Recycling and recovery routes of plastic solid waste (PSW): a review. Waste Manage. 29:2625–2643.
   PubMed Web of Science ®Google Scholar
• Ballabio D, Consonni V. 2013. Classification tools in chemistry. Part 1: linear models. PLS-DA. Anal Method. 5:3790.
   Web of Science ®Google Scholar
• Berrueta LA, Alonso-Salces RM, Heberger K. 2007. Supervised pattern recognition in food analysis. J Chromatogr A. 1158:196–214.
   PubMed Web of Science ®Google Scholar
• Bevilacqua M, Bucci R, Magri AD, Magri AL, Marini F. 2012. Tracing the origin of extra virgin olive oils by infrared spectroscopy and chemometrics: a case study. Anal Chim Acta. 717:39–51.
   PubMed Web of Science ®Google Scholar
• Boldizar A, Möller K. 2003. Degradation of ABS during repeated processing and accelerated ageing. Polym Degra Stab. 81:359–366.
   Web of Science ®Google Scholar
• Bottino FA, Cinquegrani AR, Di Pasquale G, Leonardi L, Orestano A, Pollicino A. 2004. A study on chemical modifications, mechanical properties and surface photo-oxidation of films of polystyrene (PS) stabilised by hindered amines (HAS). Polym Test. 23:779–789.
   Web of Science ®Google Scholar
• Camacho W, Karlsson S. 2001a. NIR, DSC, and FTIR as quantitative methods for compositional analysis of blends of polymers obtained from recycled mixed plastic waste. Polym Eng Sci. 41:1626–1635.
   Web of Science ®Google Scholar
• Camacho W, Karlsson S. 2001b. Quality assessment of co-mingled recycled resins by ourier transform Raman spectroscopy and multivariate calibration. Polym Recy. 6:89–99.
   Google Scholar
• Camacho W, Karlsson S. 2002. Assessment of thermal and thermo-oxidative stability of multi-extruded recycled PP, HDPE and a blend thereof. Polym Degrad Stab. 78:385–391.
   Web of Science ®Google Scholar
• Chen Y, Xie MY, Yan Y, Zhu SB, Nie SP, Li C, Wang YX, Gong XF. 2008. Discrimination of Ganoderma lucidum according to geographical origin with near infrared diffuse reflectance spectroscopy and pattern recognition techniques. Anal Chim Acta. 618:121–130.
   PubMed Web of Science ®Google Scholar
• Coulier L, Orbons HGM, Rijk R. 2007. Analytical protocol to study the food safety of (multiple-)recycled high-density polyethylene (HDPE) and polypropylene (PP) crates: influence of recycling on the migration and formation of degradation products. Polym Degrad Stab. 92:2016–2025.
   Web of Science ®Google Scholar
• Dong W, Ni Y, Kokot S. 2013. A near-infrared reflectance spectroscopy method for direct analysis of several chemical components and properties of fruit, for example, Chinese hawthorn. J Agric Food Chem. 61:540–546.
   PubMed Web of Science ®Google Scholar
• Durst GL, Laperle EA. 1990. Styrene monomer migration as monitored by purge and trap gas chromatography and sensory analysis for polystyrene containers. J Food Sci. 55:522–524.
   Web of Science ®Google Scholar
• Ellis DI, Brewster VL, Dunn WB, Allwood JW, Golovanov AP, Goodacre R. 2012. Fingerprinting food: current technologies for the detection of food adulteration and contamination. Chem Soc Rev. 41:5706–5727.
   PubMed Web of Science ®Google Scholar
• European Commission. 2004. Regulation (EC) no. 1935/2004. Off J Eur Union. L338:4–17.
   Google Scholar
• Fan Q, Chen C, Lin Y, Zhang C, Liu B, Zhao S. 2013. Fourier transform infrared (FT-IR) spectroscopy for discrimination of Rhizoma gastrodiae (Tianma) from different producing areas. J Mol Struct. 1051:66–71.
   Web of Science ®Google Scholar
• Gierlinger N, Schwanninger M, Wimmer R. 2004. Characteristics and classification of Fourier-transform near infrared spectra of the heartwood of different larch species (Larix sp.). J Near Infrared Spec. 12:113–119.
   Web of Science ®Google Scholar
• Gurbanov R, Gozen AG, Severcan F. 2018. Rapid classification of heavy metal-exposed freshwater bacteria by infrared spectroscopy coupled with chemometrics using supervised method. Spectrochim Acta A. 189:282–290.
   Web of Science ®Google Scholar
• Kamal M, Karoui R. 2015. Analytical methods coupled with chemometric tools for determining the authenticity and detecting the adulteration of dairy products: a review. Trends Food Sci Tech. 46:27–48.
   Web of Science ®Google Scholar
• Karoui R, Downey G, Blecker C. 2010. Mid-infrared spectroscopy coupled with chemometrics: a tool for the analysis of intact food systems and the exploration of their molecular structure-quality relationships - a review. Chem Rev. 110:6144–6168.
   PubMed Web of Science ®Google Scholar
• Lee CH, Wu TL, Chen YL, Wu JH. 2010. Characteristics and discrimination of five types of wood-plastic composites by FTIR spectroscopy combined with principal component analysis. Holzforschung. 64:699–704.
   Web of Science ®Google Scholar
• Lin QB, Song XC, Fang H, Wu YM, Wang ZW. 2017. Migration of styrene and ethylbenzene from virgin and recycled expanded polystyrene containers and discrimination of these two kinds of polystyrene by principal component analysis. Food Addit Contam A. 34:126–132.
   PubMed Web of Science ®Google Scholar
• Lohr D, Tillmann P, Zerche S, Druege U, Rath T, Meinken E. 2016. Non-destructive measurement of nitrogen status of leafy ornamental cuttings by near infrared reflectance spectroscopy (NIRS) for assessment of rooting capacity. Biosyst Eng. 148:157–167.
   Web of Science ®Google Scholar
• Maggio RM, Cerretani L, Chiavaro E, Kaufman TS, Bendini A. 2010. A novel chemometric strategy for the estimation of extra virgin olive oil adulteration with edible oils. Food Control. 21:890–895.
   Web of Science ®Google Scholar
• Moazzen N, Khanmohammadi M, Garmarudi AB, Kazemipour M, Dogaheh MA. 2016. Screening of adulteration in packaging biocomposites by infrared spectroscopy and chemometrics. J Iran Chem Soc. 14:671–680.
   Web of Science ®Google Scholar
• Myllari V, Ruoko TP, Syrjala S. 2015. A comparison of rheology and FTIR in the study of polypropylene and polystyrene photodegradation. J Appl Polym Sci. 132:42246.
   Web of Science ®Google Scholar
• Nerin C, Alfaro P, Aznar M, Domeno C. 2013. The challenge of identifying non-intentionally added substances from food packaging materials: a review. Anal Chim Acta. 775:14–24.
   PubMed Web of Science ®Google Scholar
• Rabovsky J, Fowles J, Hill MD, Lewis DC. 2001. A health risk benchmark for the neurologic effects of styrene-comparison with NOAE-LOAEL approach. Risk Anal. 21:117–126.
   PubMed Web of Science ®Google Scholar
• Rohaeti E, Rafi M, Syafitri UD, Heryanto R. 2015. Fourier transform infrared spectroscopy combined with chemometrics for discrimination of Curcuma longa, Curcuma xanthorrhiza and Zingiber cassumunar. Spectrochim Acta A. 137:1244–1249.
   Web of Science ®Google Scholar
• Rohman A, Che Man YB, Yusof FM. 2013. The use of FTIR spectroscopy and chemometrics for rapid authentication of extra virgin olive oil. J Am Oil Chem Soc. 91:207–213.
   Web of Science ®Google Scholar
• Sainani KL. 2014. Introduction to principal components analysis. Pm & R. 6:275–278.
   PubMedGoogle Scholar
• Shin C. 2005. A new recycling method for expanded polystyrene. Packag Technol Sci. 18:331–335.
   Web of Science ®Google Scholar
• Smidt E, Meissl K, Schwanninger M, Lechner P. 2008. Classification of waste materials using Fourier transform infrared spectroscopy and soft independent modeling of class analogy. Waste Manage. 28:1699–1710.
   PubMed Web of Science ®Google Scholar
• Song XC, Lin QB, Chen CF, Chen JH, Hu CY. 2018. Discrimination between virgin and recycled polystyrene containers by Fourier transform infrared spectroscopy and principal component analysis. Packag Technol Sci. 31:567–572.
   Web of Science ®Google Scholar
• Stangenberg F, Agren S, Karlsson S. 2004. Quality assessments of recycled plastics by spectroscopy and chromatography. Chromatographia. 59:101–106.
   Web of Science ®Google Scholar
• Strömberg E, Karlsson S. 2009. The design of a test protocol to model the degradation of polyolefins during recycling and service life. J Appl Polym Sci. 112:1835–1844.
   Web of Science ®Google Scholar
• Vilaplana F, Ribes-Greus A, Karlsson S. 2006. Degradation of recycled high-impact polystyrene. Simulation by reprocessing and thermo-oxidation. Polym Degrad Stab. 91:2163–2170.
   Web of Science ®Google Scholar
• Vilaplana F, Ribes-Greus A, Karlsson S. 2007. Analytical strategies for the quality assessment of recycled high-impact polystyrene: a combination of thermal analysis, vibrational spectroscopy, and chromatography. Anal Chim Acta. 604:18–28.
   PubMed Web of Science ®Google Scholar
• Yu P. 2005. Applications of hierarchical cluster analysis (CLA) and principal component analysis (PCA) in feed structure and feed molecular chemistry research, using synchrotron-based Fourier transform infrared (FTIR) microspectroscopy. J Agric Food Chem. 53:7115–7127.
   PubMed Web of Science ®Google Scholar