Laser-induced plasma on polymeric materials and applications for the discrimination and identification of plastics
Description
Laser-Induced Breakdown Spectroscopy (LIBS) is an analytical technique that has the potential to detect all the elements present in the periodic table. The limit of detection can go below a few ppm and this regardless of the physical phase of the analyzed sample (solid, liquid or gas). Its simplicity of use, its rapidity to get results and its versatility provide this technique with attractive features. The technique is currently developed for applications in a large number of domains such as online control, spatial explorations and the environment. However the weakness of the LIBS technique, compared to other more conventional ones, is still its difficulty in providing reliable quantitative results, especially for inhomogeneous and complex matrix such as organic or biological materials. The work presented in this thesis includes a study of the properties of plasma induced from different organic materials. First, a study of the plasma induced on the surface of a Nylon sample at short time delays (∼ns) was carried out using the time-resolved shadowgraph technique for different experimental parameters (laser energy, pulse duration, wavelength). Then, a complete diagnostics of the plasma was performed using the plasma emission spectroscopy. A detailed analysis of the emission spectra at different detection delays allowed us to determine the evolution of the temperatures of the different species in the plasma (atoms, ions and molecules). The homogeneity and the local thermodynamic equilibrium within the plasma was then experimentally checked and validated. We demonstrated that the optimisation of the signal-to- noise ratio and a quantitative procedure, such as the calibration-free LIBS, can be put in place within a properly chosen detection window. In our experiments, such optimised detection configuration was further employed to record LIBS spectra from different families of polymer in order to identify and classify them. For this purpose, the chemometrics procedure of artificial neural networks (ANN) was used to process the recorded LIBS spectroscopic data. The promising results obtained in this thesis makes LIBS stand out as a potentially useful tool for real time identification of plastic materials. Finally, this work can also be considered as a base for the further studies of more complex materials such as biological tissues with LIBS. (author)
Abstract (French)
La spectrometrie de plasma induit par laser, plus connue sous le nom de LIBS (l'acronyme du terme en anglais Laser-Induced Breakdown Spectroscopy) est une technique analytique qui permet la detection de l'ensemble des elements du tableau periodique avec des limites de detection de l'ordre du ppm et ceci sur tous types d'echantillons qu'ils soient liquides, solides ou gazeux. Sa simplicite de mise en oeuvre, sa rapidite et sa versatilite en font une technique tres attractive avec un fort potentiel en termes d'applications que ce soit pour le controle en ligne, l'environnement ou l'exploration spatiale. Son point faible reste cependant son manque de fiabilite dans l'analyse quantitative, en particulier lors de l'etude d'echantillons heterogenes ou de matrices complexes telles que les matrices organiques. Ce travail de these propose une etude des proprietes des plasmas induit par laser sur differentes familles de polymeres. Une etude du plasma au temps court (∼ns) par ombroscopie est tout d'abord presentee, ceci pour differents parametres experimentaux (energie laser, duree d'impulsion, longueur d'onde). Un diagnostic complet du plasma par spectrometrie d'emission est ensuite detaille pour differents delais de detection et montre que la mesure des temperatures des differentes especes du plasma (atomique, ionique et moleculaire) permet de verifier, dans certaines conditions, les hypotheses d'homogeneite et de l'equilibre thermodynamique local. Ceci permet alors la mise en place de procedures quantitatives telles que la methode dite sans calibration (calibration free LIBS) tout en optimisant le rapport signal sur bruit de la mesure LIBS. Dans nos experiences cette optimisation est mise a profit pour l'identification de differentes familles de polymeres en utilisant, pour le traitement des donnees de la spectroscopie LIBS, la methode chimiometrique des reseaux de neurones artificiels. Les resultats obtenus, tres prometteurs, permettent d'envisager l'utilisation de la LIBS pour l'identification en temps reel des matieres plastiques sur chaine de tri. Par ailleurs et de maniere plus generale, ce travail pourrait constituer une base solide pour aller etudier d'autres materiaux organiques plus complexes tels que des tissus biologiques. (auteur)Files
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Additional details
Additional titles
- Original title (English)
- Plasma induit par laser sur des materiaux organiques et applications pour discrimination et identification de plastiques
Publishing Information
- Imprint Pagination
- 186 p.
- Report number
- FRNC-TH--11420
INIS
- Country of Publication
- France
- Country of Input or Organization
- France
- INIS RN
- 52011328
- Subject category
- S46: INSTRUMENTATION RELATED TO NUCLEAR SCIENCE AND TECHNOLOGY;
- Resource subtype / Literary indicator
- Thesis
- Descriptors DEI
- ABLATION; DATA PROCESSING; ELECTRON DENSITY; EMISSION SPECTRA; LASER SPECTROSCOPY; LASER-PRODUCED PLASMA; NEURAL NETWORKS; PLASMA DIAGNOSTICS; PLASMA EXPANSION; PLASTICS; SIGNAL-TO-NOISE RATIO; TEMPERATURE MEASUREMENT
- Descriptors DEC
- DIMENSIONLESS NUMBERS; EXPANSION; MATERIALS; ORGANIC COMPOUNDS; ORGANIC POLYMERS; PETROCHEMICALS; PETROLEUM PRODUCTS; PLASMA; POLYMERS; PROCESSING; SPECTRA; SPECTROSCOPY; SYNTHETIC MATERIALS
Optional Information
- Notes
- 107 refs.; Available from the INIS Liaison Officer for France, see the INIS website for current contact and E-mail addresses