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Spectroscopy Letters
An International Journal for Rapid Communication
Volume 51, 2018 - Issue 6
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Articles

Classification of recyclables using laser-induced breakdown spectroscopy for waste management

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Pages 257-265 | Received 14 Dec 2017, Accepted 16 Apr 2018, Published online: 22 Jun 2018

References

  • New Zealand Gom. Waste Minimisation Act. Wellington, New Zealand, 2008. http://www.legislation.govt.nz/act/public/2008/0089/latest/DLM999802.html?src=qs
  • New Zealand Ministry for the Environment. The New Zealand Waste Strategy. Wellington, New Zealand, 2010. http://www.mfe.govt.nz/sites/default/files/wastestrategy.pdf
  • New Zealand Ministry for the Environment. New Zealand Packaging Accord. Wellington, New Zealand, 2004. http://www.mfe.govt.nz/sites/default/files/packaging-accord-jul04.pdf
  • Recycle.co.nz. Council Guides. 2015. http://www.recycle.co.nz/page.php?ref=Regional%20Solutions (accessed June 2, 2018)
  • Noll, R. Laser-Induced Breakdown Spectroscopy: Fundamentals and Applications; Springer-Verlag: Berlin, Germany, 2012; 543 pp.
  • Eisenreich, N.; Rohe, T. Infrared Spectroscopy in Analysis of Plastics Recycling. In Encyclopedia of Analytical Chemistry; John Wiley & Sons: Hoboken, USA, 2006.
  • Sattmann, R.; Mönch, I.; Krause, H.; Noll, R.; Couris, S.; Hatziapostolou, A.; Mavromanolakis, A.; Fotakis, C.; Larrauri, E.; Miguel, R.; et al. Laser-Induced Breakdown Spectroscopy for Polymer Identification. Applied Spectroscopy 1998, 52, 456–461.
  • Davis, G.; Song, J. H. Biodegradable Packaging Based on Raw Materials from Crops and Their Impact on Waste Management. Industrial Crops and Products 2006, 23, 147–161.
  • Peelman, N.; Ragaert, P.; De Meulenaer, B.; Adons, D.; Peeters, R.; Cardon, L.; Van Impe, F.; Devlieghere, F. Application of Bioplastics for Food Packaging. Trends in Food Science and Technology 2013, 32, 128–141.
  • Mekonnen, T.; Mussone, P.; Khalil, H.; Bressler, D. Progress in Bio-Based Plastics and Plasticizing Modifications. Journal of Materials Chemistry A 2013, 1, 13379–13398.
  • Shen, L.; Worrell, E.; Patel, M. Present and Future Development in Plastics from Biomass. Biofuels, Bioproducts and Biorefining 2010, 4, 25–40.
  • Jamshidian, M.; Tehrany, E. A.; Imran, M.; Jacquot, M.; Desobry, S. Poly-Lactic Acid: Production, Applications, Nanocomposites, and Release Studies. Comprehensive Reviews in Food Science and Food Safety 2010, 9, 552–571.
  • Drumright, R. E.; Gruber, P. R.; Henton, D. E. Polylactic Acid Technology. Advanced Materials 2000, 12, 1841–1846.
  • Bogaert, J. C.; Coszach, P. Poly(Lactic Acids): A Potential Solution to Plastic Waste Dilemma. Macromolecular Symposia 2000, 153, 287–303.
  • Vink, E. T. H.; Rábago, K. R.; Glassner, D. A.; Gruber, P. R. Applications of Life Cycle Assessment to NatureWorks™ Polylactide (PLA) Production. Polymer Degradation and Stability 2003, 80, 403–419.
  • Bier, J. M.; Verbeek, C. J. R.; Lay, M. C. An Eco-Profile of Thermoplastic Protein Derived from Blood Meal Part 1: Allocation Issues. The International Journal of Life Cycle Assessment 2012, 17, 208–219.
  • Verbeek, C. J. R.; Van Den Berg, L. E. Mechanical Properties and Water Absorption of Thermoplastic Bloodmeal. Macromolecular Materials & Engineering 2011, 296, 524–534.
  • Cremers, D. Radziemski, L. Introduction. In Handbook of Laser-Induced Breakdown Spectroscopy; John Wiley & Sons Ltd: West Sussex, UK, 2013, 1–27.
  • Thakur, S. N. Atomic Emission Spectroscopy. In Laser-Induced Breakdown Spectroscopy; Singh, J.P.; Thakur, S.N. Eds.; Elsevier: Oxford, UK, 2007, 23–48.
  • Russo, R. E.; et al. Laser Ablation. In Laser-Induced Breakdown Spectroscopy; Singh, J.P.; Thakur, S.N. Eds.; Elsevier: Oxford, UK, 2007, 49–82.
  • Aquino, F. W. B.; Pereira-Filho, E. R. Analysis of the Polymeric Fractions of Scrap from Mobile Phones Using Laser-Induced Breakdown Spectroscopy: Chemometric Applications for Better Data Interpretation. Talanta 2015, 134, 65–73.
  • Xia, H.; Bakker, M. C. M. Reliable Classification of Moving Waste Materials with LIBS in Concrete Recycling. Talanta 2014, 120, 239–247.
  • Anzano, J.; Bonilla, B.; Montull-Ibor, B.; Casas-González, J. Plastic Identification and Comparison by Multivariate Techniques with Laser-Induced Breakdown Spectroscopy. Journal of Applied Polymer Sciences 2011, 121, 2710–2716.
  • Anzano, J.; et al. Classifications of Plastic Polymers Based on Spectral Data Analysis with Laser Induced Breakdown Spectroscopy. Journal of Polymer Engineering 2010, 30, 177–187.
  • Unnikrishnan, V. K.; Choudhari, K. S.; Kulkarni, S. D.; Nayak, R.; Kartha, V. B.; Santhosh, C. Analytical Predictive Capabilities of Laser Induced Breakdown Spectroscopy (LIBS) with Principal Component Analysis (PCA) for Plastic Classification. RSC Advances 2013, 3, 25872–25880.
  • Anzano, J.; Lasheras, R.-J.; Bonilla, B.; Casas, J. Classification of Polymers by Determining of C1:C2:CN:H:N:O Ratios by Laser-Induced Plasma Spectroscopy (LIPS). Polymer Testing 2008, 27, 705–710.
  • Anzano, J.; Casanova, M.-E.; Bermúdez, M.-S.; Lasheras, R.-J. Rapid Characterization of Plastics Using Laser-Induced Plasma Spectroscopy (LIPS). Polymer Testing 2006, 25, 623–627.
  • Gondal, M. A.; Siddiqui, M. N. Identification of Different Kinds of Plastics Using Laser-Induced Breakdown Spectroscopy for Waste Management. Journal of Environmental Science and Health - Part A Toxic/Hazardous Substances and Environmental Engineering 2007, 42, 1989–1997.
  • Moench, I.; Sattmann, R.; Noll, R. High-speed identification of polymers by laser-induced breakdown spectroscopy. In Sensors, Sensor Systems, and Sensor Data Processing; Society of Photo-Optical Instrumentation Engineers: Munich, Germany, 1997.
  • Anzano, J. M.; Gornushkin, I. B.; Smith, B. W.; Winefordner, J. D. Laser-Induced Plasma Spectroscopy for Plastic Identification. Polymer Engineering & Science 2000, 40, 2423–2429.
  • Grégoire, S.; Boudinet, M.; Pelascini, F.; Surma, F.; Detalle, V.; Holl, Y. Laser-Induced Breakdown Spectroscopy for Polymer Identification. Analytical and Bioanalytical Chemistry. 2011, 400, 3331–3340.
  • Costa, V. C.; Aquino, F. W. B.; Paranhos, C. M.; Pereira-Filho, E. R. Identification and Classification of Polymer e-Waste Using Laser-Induced Breakdown Spectroscopy (LIBS) and Chemometric Tools. Polymer Testing 2017, 59, 390–395.
  • Fink, H.; Panne, U.; Niessner, R. Process Analysis of Recycled Thermoplasts from Consumer Electronics by Laser-Induced Plasma Spectroscopy. Analytical Chemistry 2002, 74, 4334–4342.
  • Castro, J. P.; Pereira-Filho, E. R. Twelve Different Types of Data Normalization for the Proposition of Classification, Univariate and Multivariate Regression Models for the Direct Analyses of Alloys by Laser-Induced Breakdown Spectroscopy (LIBS). Journal of Analytical Atomic Spectrometry 2016, 31, 2005–2014.
  • Pořízka, P.; Klus, J.; Hrdlička, A.; Vrábel, J.; Škarková, P.; Prochazka, D.; Novotný, J.; Novotný, K.; Kaiser, J. Impact of Laser-Induced Breakdown Spectroscopy Data Normalization on Multivariate Classification Accuracy. Journal of Analytical Atomic Spectrometry 2017, 32, 277–288.
  • Donges, A.; Noll, R. Laser Measurement Technology Fundamentals and Applications; Springer-Verlag: Berlin, Germany, 2015.
  • Duda, R. O.; Hart, P. E.; Stork, D. G. Pattern Classification (2nd edn.); Wiley-Interscience: New York, 2000.
  • Wold, S.; Sjöström, M. SIMCA: A Method for Analyzing Chemical Data in Terms of Similarity and Analogy. In Chemometrics: Theory and Application; American Chemical Society: Washington, 1977, 243–282.
  • Wise, B. M.; et al. PLS-Toolbox Manual 4.0 for Use with MATLAB™; Eigenvector Research, Inc.: Wenatchee, WA, 2006.
  • Taschuk, M. T.; Tsui, Y. Y.; Fedosejevs, R. Detection and Mapping of Latent Fingerprints by Laser-Induced Breakdown Spectroscopy. Applied Spectroscopy 2006, 60, 1322–1327.
  • Montain, S. J.; Cheuvront, S. N.; Lukaski, H. C. Sweat Mineral-Element Responses during 7 h of Exercise-Heat Stress. International Journal of Sport Nutrition and Exercise Metabolism 2007, 17, 574–582.

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