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Use of Chemometrics and Laser-Induced Breakdown Spectroscopy for Quantitative Analysis of Major and Minor Elements in Aluminum Alloys

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Abstract:

In the present work, quantitative analysis of major and minor elements in aluminum alloys is investigated using chemometrics and laser-induced plasma spectroscopy with a commercially available laser-induced breakdown (LIBS) spectrometer. Multivariate calibrations use the entire signal matrix for all elements in a single multivariate regression model. This enables accounting for the correlation between variables often referred to as matrix effects in conventional univariate modeling. Modeling the entire signal matrix improves robustness over traditional univariate calibration since it can compensate for matrix effects. Several nonlinear data pretreatment methods have been used to correct for nonlinear behaviors of the analytical signals prior to performing the multivariate calibration. The use of multivariate calibration in combination with cubic implicit nonlinear data pretreatment showed the most accurate results. The accuracy reported with the developed multivariate calibration is better than 5% for the major alloying elements. Based on the results obtained, the use of chemometrics and laser-induced plasma spectroscopy have been successfully applied to the quantitative analysis of major and minor alloying elements in aluminum.

Keywords: ALUMINUM ALLOYS; CHEMOMETRICS; LASER-INDUCED BREAKDOWN SPECTROSCOPY; MULTIVARIABLE

Document Type: Research Article

DOI: http://dx.doi.org/10.1366/000370207780220813

Affiliations: 1: Université de Montréal, Faculté des arts et des sciences, Département de chimie, P.O. BOX: 6128 station A, Montréal, Québec, CANADA H3C 3J7 2: Alcan Inc., Arvida Research and Development Center (ARDC), 1955, Mellon Blvd., Building 110, Jonquière, Québec, CANADA G7S 4K8

Publication date: March 1, 2007

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