Determination of electron temperature temporal evolution in laser-induced plasmas through Independent Component Analysis and 3D Boltzmann plot

PALLESCHI, V.; LEGNAIOLI, S.; SIRVEN, J.B.; SARMIENTO MERCADO, R.; LORENZETTI, G.; EL RAKWE, M.; SÁNCHEZ-AKÉ, C.; BREDICE, F.; PAGNOTTA, S.; GRIFONI, E.; VILLAGRÁN-MUNIZ, M.; PACHECO MARTINEZ, P.

SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

PERGAMON-ELSEVIER SCIENCE LTD

Año: 2017 vol. 135 p. 48 - 53

0584-8547

In this paper we present the application of Independent Component Analysis to a set of timeresolved LIBS spectra, acquired on a brass sample at different delay times. The decomposition of the LIBS spectra in few Independent Components with a given temporal evolution is then exploited for obtaining the temporal evolution of the plasma electron temperature, through the application of the three-dimensional Boltzmann plot method recently proposed by the authors. This method allows the determination of the electron temperature temporal evolution without any knowledge of the spectral parameters (transition probability, degeneracy of the levels, etc?) of the emitting lines. Only the knowledge of the energy of the upper level of the transition is required. The reduction of the LIBS spectral dataset to few Independent Components and associated proportions, further simplifies the determination of the plasma electron temperature temporal evolution, since the intensity of the emission lines does not need to be calculated. The results obtained are compared with the ones obtained using classical two-dimensional Boltzmann plot approach.