SO2 and SOF2 simultaneous detection by single mid-infrared laser based on tunable diode laser absorption spectroscopy

IF 4.4 2区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC High Voltage Pub Date : 2024-06-21 DOI:10.1049/hve2.12451
Yin Zhang, Yan Li, Jin Yan, Chao Bian, Xuan Chen, Xiaoxing Zhang
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Abstract

In the detection of multi-component gas based on tunable diode laser absorption spectroscopy (TDLAS), the problem of overlapping interference between the absorption lines of each gas is often encountered. For example, when detecting a gas mixture of sulphur dioxide (SO2) and thionyl fluoride (SOF2), the characteristic decomposition components of SF6, there is overlapping interference in the absorption lines of the two gases, which makes it difficult to detect the concentration of gases accurately. In view of this problem, a novel method based on support vector regression model used for TDLAS is proposed to detect two gases simultaneously. The detection results show that the correlation coefficients between the concentration of SO2 and SOF2 and the average value of the second harmonic peak reached 0.992 and 0.993. In addition, through model testing, different concentrations of SO2 and SOF2 gas mixture are simultaneously detected, and the resulting maximum errors for measuring SO2 and SOF2 concentrations are less than 7.13 × 10−5 and 0.26 × 10−2. The maximum errors of the measurement results in the verification test are not more than 6.4 × 10−3 and 4.6 × 10−2. Therefore, with assistance of the novel method, the detection of multiple gases by using a single laser is achieved.

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基于可调谐二极管激光吸收光谱的单个中红外激光器同时检测 SO2 和 SOF2
在利用可调谐二极管激光吸收光谱(TDLAS)检测多组分气体时,经常会遇到各气体吸收线重叠干扰的问题。例如,在检测由二氧化硫(SO2)和亚硫酰氟(SOF2)(SF6 的特征分解成分)组成的混合气体时,两种气体的吸收线存在重叠干扰,从而难以准确检测气体的浓度。针对这一问题,提出了一种基于支持向量回归模型的新型方法,用于 TDLAS 同时检测两种气体。检测结果表明,SO2 和 SOF2 的浓度与二次谐波峰平均值的相关系数分别达到了 0.992 和 0.993。此外,通过模型试验,同时检测不同浓度的 SO2 和 SOF2 混合气体,测量 SO2 和 SOF2 浓度的最大误差分别小于 7.13 × 10-5 和 0.26 × 10-2。在验证测试中,测量结果的最大误差不超过 6.4 × 10-3 和 4.6 × 10-2。因此,在新方法的帮助下,使用单个激光器即可实现多种气体的检测。
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来源期刊
High Voltage
High Voltage Energy-Energy Engineering and Power Technology
CiteScore
9.60
自引率
27.30%
发文量
97
审稿时长
21 weeks
期刊介绍: High Voltage aims to attract original research papers and review articles. The scope covers high-voltage power engineering and high voltage applications, including experimental, computational (including simulation and modelling) and theoretical studies, which include: Electrical Insulation ● Outdoor, indoor, solid, liquid and gas insulation ● Transient voltages and overvoltage protection ● Nano-dielectrics and new insulation materials ● Condition monitoring and maintenance Discharge and plasmas, pulsed power ● Electrical discharge, plasma generation and applications ● Interactions of plasma with surfaces ● Pulsed power science and technology High-field effects ● Computation, measurements of Intensive Electromagnetic Field ● Electromagnetic compatibility ● Biomedical effects ● Environmental effects and protection High Voltage Engineering ● Design problems, testing and measuring techniques ● Equipment development and asset management ● Smart Grid, live line working ● AC/DC power electronics ● UHV power transmission Special Issues. Call for papers: Interface Charging Phenomena for Dielectric Materials - https://digital-library.theiet.org/files/HVE_CFP_ICP.pdf Emerging Materials For High Voltage Applications - https://digital-library.theiet.org/files/HVE_CFP_EMHVA.pdf
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