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首页> 外文期刊>Sensors and Actuators >Performance improvement of a near-infrared CH_4 detection device using wavelet-denoising-assisted wavelength modulation technique
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Performance improvement of a near-infrared CH_4 detection device using wavelet-denoising-assisted wavelength modulation technique

机译:利用小波去噪辅助波长调制技术的近红外CH_4检测装置的性能改进

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摘要

By introducing wavelet-denoising (WD) in the traditional tunable diode laser absorption spectroscopy (TDLAS), a novel CH_4 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 0-50kppm. 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 4-50kppm, and the decreased Allan deviation (per an average observing time of 9min for 24h) 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.
机译:通过在传统的可调二极管激光吸收光谱法(TDLAS)中引入小波去噪(WD),实验证明了一种基于WD辅助波长调制技术的新型CH_4检测装置。给出了其配方和检测程序,并进行了实验以证明用WD算法从严重污染的差分信号中提取2f信号的正常功能。使用制造的装置,可以测量CH4浓度下的传感特性。在0-50kppm的整个检测范围内,响应时间小于8 s。通过使用WD抑制噪声,在4-50kppm的浓度范围内,最小检测限(MDL)从4 ppm降低到1 ppm,最大检测误差从6.2%降低到3.8%,并且Allan降低(每24小时平均观察9分钟的时间)从0.13到0.08 ppm的偏差表明稳定性增强。与我们先前报道的基于简单直接光谱吸收(DSA)技术和宽带白炽灯线源的传感器相比,所提出的设备还具有改进的性能。

著录项

  • 来源
    《Sensors and Actuators》 |2014年第1期|249-258|共10页
  • 作者单位

    State Key Laboratory on Optoelectronics, College of Electronic Science and Engineering, Jilin University, No. 2699 Qianjin Street, Changchun 130012, PR China;

    College of Engineering, Shantou University, No. 243 Daxue Road, Shantou 515063, PR China;

    State Key Laboratory on Optoelectronics, College of Electronic Science and Engineering, Jilin University, No. 2699 Qianjin Street, Changchun 130012, PR China;

    State Key Laboratory on Optoelectronics, College of Electronic Science and Engineering, Jilin University, No. 2699 Qianjin Street, Changchun 130012, PR China;

    State Key Laboratory on Optoelectronics, College of Electronic Science and Engineering, Jilin University, No. 2699 Qianjin Street, Changchun 130012, PR China;

    State Key Laboratory on Optoelectronics, College of Electronic Science and Engineering, Jilin University, No. 2699 Qianjin Street, Changchun 130012, PR China;

    State Key Laboratory on Optoelectronics, College of Electronic Science and Engineering, Jilin University, No. 2699 Qianjin Street, Changchun 130012, PR China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Near-infrared (NIR); Gas detection; Wavelet denoising (WD); Detection sensitivity; Detection error;

    机译:近红外(NIR);气体检测;小波去噪(WD);检测灵敏度;检测错误;

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