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TDLAS-based time-frequency domain combined gas concentration inversion method and device

A gas concentration, time-frequency domain technology, applied in signal pattern recognition, complex mathematical operations, instruments, etc., can solve problems affecting gas concentration measurement accuracy, affecting gas concentration detection accuracy, etc.

Active Publication Date: 2021-09-14
XIAN UNIV OF TECH
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Problems solved by technology

[0003] However, in the current photodetector, the light intensity signal received by the transmitted light is extremely weak compared to the background signal and noise, and the influence of the background environment will seriously affect the detection accuracy of the gas concentration.
At the same time, for gas concentration detection and analysis, traditional detection methods only analyze from the perspective of time domain. When the measured gas concentration changes very slightly, the second harmonic Accurate determination, thus affecting the accuracy of gas concentration measurement

Method used

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Embodiment 1

[0072] The following uses methane gas as a standard gas as an example to specifically describe the TDLAS-based time-frequency domain combined gas concentration inversion method of the present invention, as figure 2 As shown, the gas concentration inversion method includes the following steps:

[0073] S1. Use Simulink to design a second harmonic signal acquisition system. The second harmonic signal acquisition system includes a light source control module, an air chamber absorption module, a noise module, and a data processing module. The second harmonic signal acquisition system collects and extracts the second harmonic harmonic signal. Such as image 3 Shown is the design diagram of the second harmonic signal acquisition system.

[0074] Specifically, the light source control module is used to control the incident laser light (S 0 ) for modulation, output the modulated laser S 1 ; The gas chamber absorption module is the simulated modulated laser S 1 After the absorpti...

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Abstract

The invention provides a TDLAS-based time-frequency domain combined gas concentration inversion method. The method comprises the following steps that second harmonic signals of standard gas under different concentrations are obtained; second harmonic signal peak values of the standard gas under different concentrations are extracted, and time domain feature points are obtained; second harmonic signals of the standard gas under different concentrations are decomposed, and corresponding frequency spectrums are obtained through fast Fourier transform; second harmonic frequency amplitude components of the standard gas under different concentrations are extracted, and frequency domain feature points are obtained; data of the standard gas under different concentrations are stored and a gas concentration inversion model is established; and the concentration of the gas to be detected is predicted by adopting the gas concentration inversion model. According to the gas concentration inversion method, the time-domain feature points and the frequency-domain feature points of the second harmonic signals containing the gas concentration information are combined to invert the gas concentration, so that the precision of the predicted concentration of the gas to be detected is ensured.

Description

technical field [0001] The invention relates to the technical field of gas concentration detection, in particular to a TDLAS-based time-frequency domain combined gas concentration inversion method and device. Background technique [0002] Tunable semiconductor laser absorption spectroscopy (TDLAS) technology is a spectroscopic measurement method that applies laser light to absorption spectroscopy measurement technology. The principle of using it to detect gas concentration is: the laser passes through the gas to be measured, and the laser wavelength and the gas to be measured When the central wavelengths of the absorption lines are the same, the gas molecules to be measured absorb the laser light of this wavelength, which causes the laser intensity to attenuate. Therefore, the concentration of the gas to be measured is calculated by analyzing the light intensity information of the transmitted light. [0003] However, the light intensity signal received by the current photode...

Claims

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Application Information

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IPC IPC(8): G01N21/39G06K9/00G06F17/14G06F30/20
CPCG01N21/39G06F17/142G06F30/20G06F2218/10
Inventor 陈剑虹孙超越林志强
Owner XIAN UNIV OF TECH
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