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Laser-based continuous monitoring and resolution of steel grades in sequence casting machines

Articolo
Data di Pubblicazione:
2015
Abstract:
Abstract Laser induced breakdown spectroscopy (LIBS) is a well-established technique for on-line industrial applications where robustness, stability, reliability, speed of analysis and operational availability are important topics to be taken into account. In this work, we propose an advanced methodology for in situ analysis of transition as-cast products during continuous casting with the purpose of improving the productivity and cost-efficiency in the fabrication of stainless steel and special steels. We have applied LIBS combined with Artificial Neural Network (ANN) for elemental analysis of casting steels. We have found that the quantitative determination of the material's composition across the slab/billet length is possible and that the intermediate chemical composition between sequential heats can be readily identified.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
Artificial neural networks; Laser-induced breakdown spectroscopy; LIBS; Steel
Elenco autori:
Lorenzetti, Giulia; Grifoni, Emanuela; Pagnotta, Stefano; Legnaioli, Stefano; Palleschi, Vincenzo
Autori di Ateneo:
GRIFONI EMANUELA
LEGNAIOLI STEFANO
LORENZETTI GIULIA
PALLESCHI VINCENZO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/323197
Pubblicato in:
SPECTROCHIMICA ACTA, PART B: ATOMIC SPECTROSCOPY
Journal
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http://www.scopus.com/inward/record.url?eid=2-s2.0-84938885858&partnerID=q2rCbXpz
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