Experimental Study on Methane Detection Based on Cascaded Integrator Comb of Digital Orthogonal Phase-locked in Amplifier

Guolin LI; Qingzhi JIANG; Kun MA; Yue JIAO; Wenhai JI

doi:10.3788/gzxb20215002.0212001

[1] Shaoman SONG, Changxiang YAN. Trace methane detection based on cavity ring-down spectroscopy. Spectroscopy and Spectral Analysis, 40, 2023-2028(2020).

[2] Biao WANG, Hongfei LU, Aoqi LI等. Research of TDLAS methane detection system using VCSEL laser as the light source. Infrared and Laser Engineering, 49, 0405002(2020).

[3] Haiying QI, Chuantao ZHENG. A methane detection device using near-infrared long-path laser absorption spectroscopy. Journal of Optoelectronics Laser, 31, 21-26(2020).

[4] Hao LIN, En LI, Zize LIANG等. Configuration improvement and zero-drift error compensation of light interference methane detector. Journal of China Coal Society, 40, 218-225(2015).

[5] Shenlong ZHA, Hongliang MA, Changli ZHA等. Application of broadband photoacoustic spectroscopy in methane concentration detection. Laser & Optoelectronics Progress, 56, 043001(2019).

[6] Shaolou SONG, Yongfeng FAN, Yongfeng DING. Study on photoacoustic spectroscopy detection of coal mine gas. Transducer and Microsystem Technology, 32, 64-67+73(2013).

[7] Zhiyong LI, Rongqing TAN, Wei HUANG等. Methane pressure detection based on fourier transform infrared spectroscopy. Chinese Journal of Lasers, 44, 0301006(2017).

[8] Zhirong ZHANG, Tao PANG, Pengshuai SUN等. Measurement of Carbon isotope of methane and analysis of its genesis type using laser absorption spectroscopy. Chinese Journal of Lasers, 46, 1211001(2019).

[9] Y C CAO, N P SANCHEZ, W Z JIANG et al. Simultaneous atmospheric nitrous oxide， methane and water vapor detection with a single continuous wave quantum cascade laser. Optics Express, 23, 2121-2132(2015).

[10] L S ROTHMAN, I E GORDON, Y BABIKOV et al. The HITRAN2012 molecular spectroscopic database. Journal of Quantitative Spectroscopy & Radiative Transfer, 130, 4-50(2013).

[11] Huifang LIU, Bin LI, Qixin HE等. Development of a digital orthogonal lock-in amplifier and its application in methane detection. Acta Photonica Sinica, 45, 0423004(2016).

[12] Yu LI, Ruozhu WANG, K FRANK et al. Sensitive methane detection based on quartz-enhanced photoacoustic spectroscopy with a high-power diode laser and wavelet filtering. Optics and Lasers in Engineering, 132, 106155(2020).

[13] Yipeng ZANG, Wei NIE, Zhenyu XU等. Measurement of trace water vapor based on tunable diode laser absorption spectroscopy. Acta Optica Sinica, 38, 1130004(2018).

[14] G Z GAO, B X CHEN, B HU. Carbon dioxide measurement based on multimode diode laser correlation spectroscopy employing wavelength modulation techniques. Spectroscopy Letters, 47, 6-11(2014).

[15] Wenchen LI, Zuoxiao DAI, Zhan LU等. Research on signal processing algorithm of the laser frequency stabilization based on frequency modulation spectroscopy. Semiconductor Optoelectronics, 36, 1014-1018(2015).

[17] I E GORDON, L S ROTHMAN, C HILL et al. The HITRAN2016 molecular spectroscopic database. Journal of Quantitative Spectroscopy &Radiative Transfer, 203, 3-69(2017).

[18] G L LI, E T DONG, W H JI. A near-infrared trace CO₂ detection system based on an 1，580 nm tunable diode laser using a Cascaded Integrator Comb （CIC） filter-assisted wavelength modulation technique and a digital lock-in amplifier. Frontiers in Physics, 7, 00199(2019).

[19] G B HUANG, Q Y ZHU, C K SIEW. Extreme learning machine： theory and applications. Neurocomputing, 70, 489-501(2006).

[20] G B HUANG. An insight into extreme learning machines： random neurons， random features and kernels. Cognitive Computation, 6, 376-390(2014).

[21] G B HUANG, H M ZHOU, X J DING et al. Extreme learning machine for regression and multiclass classification. IEEE Transactions on Systems Man and Cybernetics Part B-Cybernetics, 42, 513-529(2012).

[22] C X WANG, J HU, C L WEN. A nonlinear PLS modeling method based on extreme learning machine. 2015 34th Chinese Control Conference, 3507-3511(2015).

[23] Xiaocui LU, Guolin LI, Han LI等. Application of feature-extraction-based extreme learning machine algorithm in tunable diode laser absorption spectroscopy. Chinese Journal of Lasers, 45, 0911013(2018).

[24] C T ZHENG, W L YE, N P SANCHEZ et al. Infrared dual-gas CH₄/C₂H₆ sensor using two continuous-wave interbank cascade lasers. IEEE Photonics Technology Letters, 28, 2351-2354(2016).