Title of article :
Performance improvement of a near-infrared CH4 detection device using wavelet-denoising-assisted wavelength modulation technique
Author/Authors :
Zheng، نويسنده , , Chuan-Tao and Ye، نويسنده , , Wei-Lin and Huang، نويسنده , , Jian-Qiang and Cao، نويسنده , , Tian-Shu and Lv، نويسنده , , Mo and Dang، نويسنده , , Jing-Min and Wang، نويسنده , , Yi-Ding، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2014
Abstract :
By introducing wavelet-denoising (WD) in the traditional tunable diode laser absorption spectroscopy (TDLAS), a novel CH4 detection device based on WD-assisted wavelength modulation technique was experimentally demonstrated. Formulation and detection procedure were presented, and experiments were carried out to prove the normal function on the extraction of 2f signal from severely polluted differential signal with WD algorithm. With the fabricated device, sensing characteristics were measured on CH4 concentration. The response time is less than 8 s within the whole detection range of 0–50 kppm. By virtue of the suppression on noises with WD, the minimum detection limit (MDL) is dropped from 4 to 1 ppm, the maximum detection error is minimized from 6.2% to 3.8% over the concentration range of 4–50 kppm, and the decreased Allan deviation (per an average observing time of 9 min for 24 h) from 0.13 to 0.08 ppm suggests enhanced stability. The proposed device also exhibits improved performances compared with our previously reported sensors based on simple direct spectroscopy absorption (DSA) technique and wide-band incandescence wire-source.
Keywords :
Near-infrared (NIR) , Wavelet denoising (WD) , Gas detection , Detection sensitivity , Detection error
Journal title :
Sensors and Actuators B: Chemical
Journal title :
Sensors and Actuators B: Chemical