Affiliation:
1. Hubei Engineering Research Center for Safety Monitoring of New Energy and Power Grid Equipment Hubei University of Technology Wuhan China
2. State Grid Jiangsu Electric Power Co., Ltd. Ultra High Voltage Branch Nanjing China
Abstract
AbstractIn 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.
Funder
Natural Science Foundation of Hubei Province
Publisher
Institution of Engineering and Technology (IET)