Libs-PCA based discrimination of Malaysian coins

The investigations of currency coins dated back to many centuries. Many researchers developed an interest in the investigation of the coin's weight, size, physical feature and elemental composition. Laser-induced breakdown spectroscopy (LIBS) has the novelty of analytical analyses of various sa...

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Veröffentlicht in:Journal of physics. Conference series 2018-05, Vol.1027 (1), p.12012
Hauptverfasser: Mustapha Imam, Auwal, Safwan Aziz, M., Chaudhary, Kashif, Rizvi, Zuhaib, Ali, Jalil
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Sprache:eng
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Zusammenfassung:The investigations of currency coins dated back to many centuries. Many researchers developed an interest in the investigation of the coin's weight, size, physical feature and elemental composition. Laser-induced breakdown spectroscopy (LIBS) has the novelty of analytical analyses of various samples. It has the ability for the elemental composition determination of samples of solid (including metals), liquid and/or gases. Malaysia as a country uses Ringgit as a currency, among which are coins of 10, 20 and 50 cents. These coins are in series of release from the Malaysian Central Bank from time to time. There are currently in circulation old and new coins of 5, 10, 20 and 50 cents coins. These coins differ in their physical features and are may be different also in their elemental composition. This paper presents the investigation of the differences in elemental composition between the old and new Malaysian coins of 10, 20 and 50 cents. Principal component analysis (PCA) was used to perform the discrimination between the coins from the LIBS spectra.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1027/1/012012