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Compositional analysis of copper and iron-based alloys using LIBS coupled with chemometric method

激光诱导击穿光谱 化学 分析化学(期刊) 偏最小二乘回归 校准曲线 校准 化学计量学 合金 光谱学 等离子体原子发射光谱 火法冶金 冶金 等离子体 冶炼 感应耦合等离子体 材料科学 检出限 色谱法 统计 物理 量子力学 有机化学 数学
作者
Vikas Gupta,Abhishekh Kumar,Tejmani Kumar,Akash Kumar Tarai,G. Manoj Kumar Gundawar,Anant Kumar
出处
期刊:Analytical Sciences [Springer Nature]
卷期号:40 (1): 53-65 被引量:3
标识
DOI:10.1007/s44211-023-00429-y
摘要

The present manuscript deals with the utility of the calibration-free LIBS and calibration curve methods for the compositional study of different alloys using laser-induced breakdown spectroscopy (LIBS). In the process of alloying in the smelting industry, metal concentration in different alloys affects the physical and chemical properties of the final products. Therefore, LIBS can be used as an efficient quantitative analysis tool for online monitoring of the quality of the products. This is because LIBS can be performed online, in situ, without any pre-processing, and need no sample preparation for the compositional analysis of any type of materials present in any phase (solid, liquid, gas or even molten alloys in the industries). In the present study, four alloys (three copper and one iron-based alloy) consisting of Cu, Al, Zn, Ni, Fe, Cr and Mn as major and Sn and Si as minor elements were selected for the study using calibration-free laser-induced breakdown spectroscopy (CF-LIBS) and calibration curve method i.e. partial least square regression (PLSR). For the CF-LIBS method, the temporal delay has been optimized in order to satisfy the optically thin and local thermal equilibrium (LTE) condition of the plasma. For the PLSR method, different regions of the strongest emission lines of constituents have been selected for quantitative analysis. The study of time-resolved LIBS spectra and the variation of plasma parameters with respect to the delay time is also discussed. The utility of the combined technique of CF-LIBS with the PLSR method for rapid monitoring and quality assessment of desired material/products without any sample pretreatment, thus reducing the cost of the analysis, is presented in this paper.
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