Utilization of Laser Induced Breakdown Spectroscopy and Raman spectroscopy data fusion for classification of polymer materials

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F22%3APU146682" target="_blank" >RIV/00216305:26210/22:PU146682 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Utilization of Laser Induced Breakdown Spectroscopy and Raman spectroscopy data fusion for classification of polymer materials

Popis výsledku v původním jazyce

The question of sustainable solution to the disposal of used polymer materials is resonating in the world for several years now. The straightforward way of dealing with the waste polymer materials is recycling. To optimize the recycling process, automation needs to be included as much as possible. One of ongoing problems in the automation of the recycling process is the classification of polymer materials. With various colors and qualities of material included in the recycling process, the method to classify the polymer type needs to be robust, but also very fast. The joint utilization of Laser Induced Breakdown Spectroscopy (LIBS) and Raman spectroscopy data can offer a solution to this problem. In this work we show, that the fusion of data of these two spectroscopic methods reach impressive classification accuracy on colored polymer samples of several types. The main advantage of using this method is the rapidness and almost none requirements for the sample preparation. These attributes in connectio

Název v anglickém jazyce

Utilization of Laser Induced Breakdown Spectroscopy and Raman spectroscopy data fusion for classification of polymer materials

Popis výsledku anglicky

The question of sustainable solution to the disposal of used polymer materials is resonating in the world for several years now. The straightforward way of dealing with the waste polymer materials is recycling. To optimize the recycling process, automation needs to be included as much as possible. One of ongoing problems in the automation of the recycling process is the classification of polymer materials. With various colors and qualities of material included in the recycling process, the method to classify the polymer type needs to be robust, but also very fast. The joint utilization of Laser Induced Breakdown Spectroscopy (LIBS) and Raman spectroscopy data can offer a solution to this problem. In this work we show, that the fusion of data of these two spectroscopic methods reach impressive classification accuracy on colored polymer samples of several types. The main advantage of using this method is the rapidness and almost none requirements for the sample preparation. These attributes in connectio

Druh

O - Ostatní výsledky

CEP obor

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OECD FORD obor

10400 - Chemical sciences

Projekt

<a href="/cs/project/GJ20-19526Y" target="_blank" >GJ20-19526Y: Procesy laserové ablace měkkých tkání a následného vývoje laserem buzeného plazmatu</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2022

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů