Estimated Soft Information based Most Probable Classification Scheme for Sorting Metal Scraps with Laser-induced Breakdown Spectroscopy
![]() |
Kim, Eden
(School of Mechanical Engineering, Gwangju Institute of Science and Technology)
Jang, Hyemin (School of Mechanical Engineering, Gwangju Institute of Science and Technology) Shin, Sungho (School of Mechanical Engineering, Gwangju Institute of Science and Technology) Jeong, Sungho (School of Mechanical Engineering, Gwangju Institute of Science and Technology) Hwang, Euiseok (School of Mechanical Engineering, Gwangju Institute of Science and Technology) |
1 | Salle, Beatrice, et al., 2014 : Laser-induced breakdown spectroscopy for Mars surface analysis: capabilities at stand-off distances and detection of chlorine and sulfur elements, Spectrochimica Acta Part B: Atomic Spectroscopy, 59(9), pp.1413-1422. DOI |
2 | Kumar, Akshaya, et al., 2004 : Characterization of malignant tissue cells by laser-induced breakdown spectroscopy, Applied optics, 43(28), pp.5399-5403. DOI |
3 | Gaudiuso, Rosalba, et al., 2010 : Laser induced breakdown spectroscopy for elemental analysis in environmental, cultural heritage and space applications: a review of methods and results, Sensors, 10(8), pp.7434-7468. DOI |
4 | Anabitarte, F., A. Cobo, and Jose Miguel Lopez-Higuera., 2012 : Laser-induced breakdown spectroscopy: fundamentals, applications, and challenges, ISRN Spectroscopy 2012. |
5 | In, Jung-Hwan, et al., 2013 : Improvement of selenium analysis during laser-induced breakdown spectroscopy measurement of Culn 1-x Ga x Se2 solar cell films by self-absorption corrected normalization, Journal of Analytical Atomic Spectrometry, 28(8), pp.1327-1337. DOI |
6 | Syvilay, D., et al., Trace element quantification of lead based roof sheets of historical monuments by laser induced breakdown spectroscopy, Spectrochimica Acta Part B: Atomic Spectroscopy, 103, pp.34-42. |
7 | Boucher, Thomas F., et al., 2015 : A study of machine learning regression methods for major elemental analysis of rocks using laser-induced breakdown spectroscopy, Spectrochimica Acta Part B: Atomic Spectroscopy, 107, pp.1-10. DOI |
8 | Clegg, Samuel M., et al., 2009 : Multivariate analysis of remote laser-induced breakdown spectroscopy spectra using partial least squres, principal component analysis, and related techniques, Spectrochimica Acta Part B: Atomic Spectroscopy, 64(1), pp.79-88. DOI |
9 | Brammer standard reference materials, http://www.brammerstandard.com/ |
10 | Shin, S. H., et al., 2016 : Multivariate analysis for classification of metals by laser induced breakdown spectroscopy, Spring Annual Proc. Korean Soc. of Laser Processing. |
11 | Jang, H. M., et al., 2018 : Most informative Spectral Line Processing Scheme for Laser-induced Breakdown Spectroscopy based Classification of Same-base Alloys, Submitted to Spectrochimica Acta Part B: Atomic Spectroscopy |
12 | Jung, I. S. et al., 2015 : Overview and recent development of recycling small waste electrical and electronic equipment (WEEE), J. of Korean Inst. of Resources Recycling, 24(4), pp.38-49. DOI |
13 | Gurell, J., et al., 2012 : Laser induced breakdown spectroscopy for fast elemental analysis and sorting of metallic scrap pieces using certified reference materials, Spectrochim. Acta, Part B., 74-75, pp.46-50. DOI |
14 | Choi, H. K. et al., 2007 : Technology development of separation for waste plastics by the near-infrared spectra method, KIC News, 10(3), pp.22-41. |
15 | Koyanak, S. and Kobayashi, K., 2010 : Automatic sorting of lightweight metal scrap by sensing apparent density and three-dimensional shape, Resour Conserv Recycl., 54, pp.571-578. DOI |
16 | Cremers, D. A. and Radziemski, L. J., 2006 : Handbook of laser-induced breakdown spectroscopy, pp.23-53, 2nd Edition, John Wiley & Sons Ltd, England. |
![]() |