Chrome Extension
WeChat Mini Program
Use on ChatGLM

Inverse Fitting Direct Absorption Spectroscopy Technology: Simplified Implementation and Enhanced Performance

Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy(2024)

Beijing Inst Technol | Ocean Univ China | School of Information Science and Engineering and Shandong Provincial Key Laboratory of Laser Technology and Application

Cited 0|Views6
Abstract
The conventional direct absorption spectroscopy (DAS) technique has been plagued by the difficulty of obtaining accurate baseline, which is caused by photoelectric drift and the absence of non-absorbing regions in the transmitted light intensity signal. An inverse fitting direct absorption spectroscopy (IF-DAS) technique has been proposed to address this difficulty. The technique leverages the intrinsic nonlinear intensity response of tunable lasers to achieve baseline-free concentration measurements. It offers the advantages of being straightforward to implement, baseline-free, calibration-free, and resistant to photoelectric signal drift. Its efficacy was validated using an example under ambient temperature and atmospheric pressure conditions. The performance of the IF-DAS technique was compared with that of the conventional DAS technique through standard experimental tests. The results demonstrate that the IF-DAS technique is less susceptible to fluctuations in light intensity, exhibits superior linearity and accuracy, with an R2 value of 0.99986 and an overall error of less than 2%. This technique shows potential for application in harsh scenarios such as reactive flow fields and long-term engineering applications.
More
Translated text
Key words
Easy-to-implement,Baseline-free,Calibration-free,Photoelectric signal drift-resistant,Inverse fitting direct absorption spectroscopy
求助PDF
上传PDF
Bibtex
AI Read Science
AI Summary
AI Summary is the key point extracted automatically understanding the full text of the paper, including the background, methods, results, conclusions, icons and other key content, so that you can get the outline of the paper at a glance.
Example
Background
Key content
Introduction
Methods
Results
Related work
Fund
Key content
  • Pretraining has recently greatly promoted the development of natural language processing (NLP)
  • We show that M6 outperforms the baselines in multimodal downstream tasks, and the large M6 with 10 parameters can reach a better performance
  • We propose a method called M6 that is able to process information of multiple modalities and perform both single-modal and cross-modal understanding and generation
  • The model is scaled to large model with 10 billion parameters with sophisticated deployment, and the 10 -parameter M6-large is the largest pretrained model in Chinese
  • Experimental results show that our proposed M6 outperforms the baseline in a number of downstream tasks concerning both single modality and multiple modalities We will continue the pretraining of extremely large models by increasing data to explore the limit of its performance
Upload PDF to Generate Summary
Must-Reading Tree
Example
Generate MRT to find the research sequence of this paper
Related Papers
Data Disclaimer
The page data are from open Internet sources, cooperative publishers and automatic analysis results through AI technology. We do not make any commitments and guarantees for the validity, accuracy, correctness, reliability, completeness and timeliness of the page data. If you have any questions, please contact us by email: report@aminer.cn
Chat Paper

要点】:该论文提出了一种逆拟合直接吸收光谱技术(IF-DAS),该技术能够消除基线误差,实现无需校准且对光电信号漂移具有抗性的浓度测量。

方法】:通过利用可调激光器的内在非线性强度响应,IF-DAS技术能够直接从吸收光谱中拟合出浓度信息,无需预先确定基线。

实验】:在常温常压条件下,通过标准实验测试对比了IF-DAS技术与传统直接吸收光谱技术(DAS)的性能,使用的数据集名称未提及。实验结果显示,IF-DAS技术对光强波动不敏感,线性度和准确度更高,R2值为0.99986,总体误差小于2%。