Paper
18 December 2019 Study on the data processing method applied to improve spectral stability of laser induced breakdown spectroscopy in soil analysis
Author Affiliations +
Proceedings Volume 11337, AOPC 2019: Optical Spectroscopy and Imaging; 113370E (2019) https://doi.org/10.1117/12.2542376
Event: Applied Optics and Photonics China (AOPC2019), 2019, Beijing, China
Abstract
This paper studied the data process methods of Laser-Induced Breakdown Spectroscopy (LIBS) and proposed a spectral intensity correction method utilizing laser energy monitoring and plasma morphology imaging, combined with neural network algorithm to improve the spectral stability. We set up a LIBS system, which had a laser beam sampling module to monitor laser output energy and a CMOS camera imaging module to capture plasma flame outlines. A back propagation neural network (BPNN) model was designed for standardizing the spectrum to a lower relative standard deviation (RSD) of emission line intensities, in which training spectrum, sample energy and image parameters were inputs, and the average of all the training spectrums were outputs. This method was applied in both aluminum and soil LIBS tests, and got effective results in reducing spectral intensity fluctuations. This data processing method not only provided a practical access to acquire stable spectrum information for both qualitative and quantitative LIBS analysis but also showed a bright future of combining LIBS data processing with machine learning methods.
© (2019) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Rui Wang, Xiaohong Ma, Taiyu Zhang, Zesheng Liu, and Li Huo "Study on the data processing method applied to improve spectral stability of laser induced breakdown spectroscopy in soil analysis", Proc. SPIE 11337, AOPC 2019: Optical Spectroscopy and Imaging, 113370E (18 December 2019); https://doi.org/10.1117/12.2542376
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Laser induced breakdown spectroscopy

Data processing

Back to Top