2021
DOI: 10.1038/s41598-021-95317-8
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Evaluation of femtosecond laser-induced breakdown spectroscopy system as an offline coal analyzer

Abstract: Developments in femtosecond laser induced breakdown spectroscopy (fs-LIBS) applications during the last two decades have further centered on innovative métier tie-in to the advantageous properties of femtosecond laser ablation (fs-LA) introduced into LIBS. Yet, for industrially-oriented application like coal analysis, no research has exposed to view the analytical capabilities of fs-LA in enhancing the physical processes of coal ablation and the impact into quantitative correlation of spectra and data modeling… Show more

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Cited by 8 publications
(5 citation statements)
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“…Additionally, the use of a tightly focused, low-energy, ultra-fast (fs) laser system ensures that the surface damage is kept to a minimum, due to limited thermalization of the area around the beam spot. 4,31,32,[34][35][36][37][38] Undoubtedly there are also other laserbased analytical techniques that can provide information on the layering of materials. Micro-SORS is an analytical technique that can be used to non-destructively provide information on the composition of thin layered materials.…”
Section: Introductionmentioning
confidence: 99%
“…Additionally, the use of a tightly focused, low-energy, ultra-fast (fs) laser system ensures that the surface damage is kept to a minimum, due to limited thermalization of the area around the beam spot. 4,31,32,[34][35][36][37][38] Undoubtedly there are also other laserbased analytical techniques that can provide information on the layering of materials. Micro-SORS is an analytical technique that can be used to non-destructively provide information on the composition of thin layered materials.…”
Section: Introductionmentioning
confidence: 99%
“…Through model optimization, they have achieved high-precision measurements of industrial analysis indexes and calorific values of coal quality. [3][4][5][6] However, they have chosen coal pellets as their sample preparation method, which adds complexity to the process and limits the advantages of quick LIBS measurements. In addition, few teams have investigated the application of this technique to carbon accounting in emission control enterprises.…”
Section: Introductionmentioning
confidence: 99%
“…Researchers have successfully developed coal quality rapid machines for measurements in power plants. Through model optimization, they have achieved high‐precision measurements of industrial analysis indexes and calorific values of coal quality 3–6 . However, they have chosen coal pellets as their sample preparation method, which adds complexity to the process and limits the advantages of quick LIBS measurements.…”
Section: Introductionmentioning
confidence: 99%
“…The findings displayed that anions and cations were detected by Raman and LIBS spectroscopy, respectively, and then a qualitative analysis of the coal aerosol from 10 different origin regions acquired an average accuracy of 90.6% through machine learning methods. At this regime, several signal enhancement LIBS techniques based on system device improvement, such as femtosecond LIBS, 14 double-pulse LIBS, 15 LIBS-atmospheric pressure glow discharge-cylindrical confinement system, 16 etc., have emerged to achieve high quantitative analysis accuracy. Additionally, the strength and repeatability of the LIBS signal can be enhanced using various experimental conditions and sample preparation techniques, such as the adsorption method and the film formation method.…”
Section: ■ Introductionmentioning
confidence: 99%