Elemental and proximate analysis of coal by x-ray fluorescence assisted laser-induced breakdown spectroscopy

激光诱导击穿光谱 元素分析 重复性 分析化学(期刊) 燃烧热 偏最小二乘回归 光谱学 硫黄 化学 材料科学 环境化学 燃烧 冶金 色谱法 计算机科学 物理 有机化学 量子力学 机器学习
作者
Zhihui Tian,Xin Li,Gang Wang,Lei Zhang,Jiaxuan Li,Shuqing Wang,Yu Bai,Wanfei Zhang,Yuexin Han,Xiaofei Ma,Wangbao Yin,Suotang Jia
出处
期刊:Plasma Science & Technology [IOP Publishing]
卷期号:24 (8): 084007-084007 被引量:7
标识
DOI:10.1088/2058-6272/ac78ca
摘要

Abstract Although laser-induced breakdown spectroscopy (LIBS), as a fast on-line analysis technology, has great potential and competitiveness in the analysis of chemical composition and proximate analysis results of coal in thermal power plants, the measurement repeatability of LIBS needs to be further improved due to the difficulty in controlling the stability of the generated plasmas at present. In this paper, we propose a novel x-ray fluorescence (XRF) assisted LIBS method for high repeatability analysis of coal quality, which not only inherits the ability of LIBS to directly analyze organic elements such as C and H in coal, but also uses XRF to make up for the lack of stability of LIBS in determining other inorganic ash-forming elements. With the combination of elemental lines in LIBS and XRF spectra, the principal component analysis and the partial least squares are used to establish the prediction model and perform multi-elemental and proximate analysis of coal. Quantitative analysis results show that the relative standard deviation (RSD) of C is 0.15%, the RSDs of other elements are less than 4%, and the standard deviations of calorific value, ash content, sulfur content and volatile matter are 0.11 MJ kg −1 , 0.17%, 0.79% and 0.41% respectively, indicating that the method has good repeatability in determination of coal quality. This work is helpful to accelerate the development of LIBS in the field of rapid measurement of coal entering the power plant and on-line monitoring of coal entering the furnace.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
3秒前
guyankuan发布了新的文献求助10
4秒前
王佳怡完成签到,获得积分10
5秒前
5秒前
落尘府完成签到 ,获得积分10
6秒前
科研通AI6.1应助lkkkkk采纳,获得10
7秒前
7秒前
molihuakai应助於伟祺采纳,获得10
8秒前
zzz完成签到,获得积分0
8秒前
8秒前
翁sir完成签到,获得积分10
8秒前
Birch发布了新的文献求助10
9秒前
12秒前
蜗牛完成签到 ,获得积分10
12秒前
14秒前
14秒前
希望天下0贩的0应助whh采纳,获得10
14秒前
14秒前
Ray发布了新的文献求助10
14秒前
大胆的世德完成签到,获得积分10
16秒前
nice完成签到,获得积分10
16秒前
无花果应助吉祥如意采纳,获得10
16秒前
1233发布了新的文献求助20
17秒前
18秒前
Birch完成签到,获得积分10
19秒前
李兴完成签到 ,获得积分10
19秒前
19秒前
20秒前
21秒前
翁sir发布了新的文献求助10
21秒前
青桔柠檬完成签到 ,获得积分10
21秒前
动人的亦旋完成签到,获得积分10
21秒前
guyankuan完成签到,获得积分20
22秒前
22秒前
Mottri完成签到 ,获得积分10
22秒前
Ray完成签到,获得积分10
23秒前
晰默发布了新的文献求助10
24秒前
26秒前
bbyambix发布了新的文献求助10
26秒前
科研通AI6.2应助徐源采纳,获得10
26秒前
高分求助中
The Graphene Handbook (2019 Edition) 800
Signals, Systems, and Signal Processing 610
IEST-RP-CC018: Cleanroom Cleaning and Sanitization: Operating and Monitoring Procedures 600
Fundamentals of Pharmaceutical and Biologics Regulations: A Global Perspective, Second Edition 600
久松真一著作集〈第5巻〉禅と芸術 500
Fundamentals of Modern Mathematics: A Practical Review (Dover Books on Mathematics) 500
Cold War Transcended: Australia's China Policy, 1949-1990 470
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6598904
求助须知:如何正确求助?哪些是违规求助? 8368313
关于积分的说明 17911788
捐赠科研通 5753250
什么是DOI,文献DOI怎么找? 2953931
邀请新用户注册赠送积分活动 1929146
关于科研通互助平台的介绍 1824079