Enhancement of Methane Detection in Tunable Diode Laser Absorption Spectroscopy Using Savitzky-Golay Filtering

被引:0
|
作者
Chen, Shichao [1 ,2 ]
Tian, Xing [1 ,2 ,3 ]
Mu, Tong [1 ,2 ]
Yuan, Jun [1 ,2 ]
Cao, Xile [1 ,2 ]
Cheng, Gang [3 ]
机构
[1] Anhui Univ Sci & Technol, Affiliated Hosp 1, Huainan Peoples Hosp 1, Huainan 232001, Peoples R China
[2] Anhui Univ Sci & Technol, Sch Artificial Intelligence, Huainan 232001, Peoples R China
[3] Anhui Univ Sci & Technol, State Key Lab Min Response & Disaster Prevent & Co, Huainan 232001, Peoples R China
基金
中国国家自然科学基金;
关键词
TDLAS; Savitzky-Golay; signal-to-noise ratio; detection limit;
D O I
10.3390/photonics12010002
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In order to enhance gas absorption efficiency and improve the detection sensitivity of methane, a gas absorption cell with an effective optical path length of 29.37 m was developed, employing tunable diode laser absorption spectroscopy (TDLAS) and a distributed feedback (DFB) laser with a center wavelength of 1.654 mu m as the light source. However, despite these advancements, the detection accuracy was still limited by potential signal interference and noise. To address these challenges, the Savitzky-Golay (S-G) filtering technique was implemented to optimize the TDLAS detection signal. Experimental results indicated a significant enhancement in detection performance. For a methane concentration of 92 ppm, the application of the S-G filter improved the signal-to-noise ratio by a factor of 1.84, resulting in a final device detection accuracy of 0.53 ppm. This improvement demonstrates the effectiveness of the S-G filter in enhancing detection sensitivity, supporting high-precision methane monitoring for atmospheric analysis and various industrial applications.
引用
收藏
页数:9
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