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Influence of laser intensity in second-harmonic detection with tunable diode laser multi-pass absorption spectroscopy 被引量:9
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作者 阚瑞峰 董凤忠 +5 位作者 张玉钧 刘建国 刘诚 王敏 高山虎 陈军 《Chinese Physics B》 SCIE EI CAS CSCD 2005年第9期1904-1909,共6页
Tunable diode laser absorption spectroscopy (TDLAS) has been widely employed in atmospheric trace gases detection. The ratio of the second-harmonic signal to the intensity of laser beam incident to the multi-pass ce... Tunable diode laser absorption spectroscopy (TDLAS) has been widely employed in atmospheric trace gases detection. The ratio of the second-harmonic signal to the intensity of laser beam incident to the multi-pass cell is proved to be proportional to the product of the path length and the gas concentration under any condition. A new calibration method based on this relation in TDLAS system for the measurement of trace gas concentration is proposed for the first time. The detection limit and the sensitivity of the system are below 110 and 31ppbv (parts-per-billion in volume), respectively. 展开更多
关键词 tunable diode laser absorption spectroscopy multi-pass cell harmonic detection wavelength modulation
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Measurements of argon metastable density using the tunable diode laser absorption spectroscopy in Ar and Ar/O2 被引量:1
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作者 Dao-Man Han Yong-Xin Liu +3 位作者 Fei Gao Wen-Yao Liu Jun Xu You-Nian Wang 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第6期298-306,共9页
Densities of Ar metastable states 1s5 and 1s3 are measured by using the tunable diode laser absorption spectroscopy(TDLAS) in Ar and Ar/O2 mixture dual-frequency capacitively coupled plasma(DF-CCP). We investigate... Densities of Ar metastable states 1s5 and 1s3 are measured by using the tunable diode laser absorption spectroscopy(TDLAS) in Ar and Ar/O2 mixture dual-frequency capacitively coupled plasma(DF-CCP). We investigate the effects of high-frequency(HF, 60 MHz) power, low-frequency(LF, 2 MHz) power, and working pressure on the density of Ar metastable states for three different gas components(0%, 5%, and 10% oxygen mixed in argon). The dependence of Ar metastable state density on the oxygen content is also studied at different working pressures. It is found that densities of Ar metastable states in discharges with different gas components exhibit different behaviors as HF power increases. With the increase of HF power, the metastable density increases rapidly at the initial stage, and then tends to be saturated at a higher HF power. With a small fraction(5% or 10%) of oxygen added in argon plasma, a similar change of the Ar metastable density with HF power can be observed, but the metastable density is saturated at a higher HF power than in the pure argon discharge. In the DF-CCP, the metastable density is found to be higher than in a single frequency discharge, and has weak dependence on LF power. As working pressure increases, the metastable state density first increases and then decreases,and the pressure value, at which the density maximum occurs, decreases with oxygen content increasing. Besides, adding a small fraction of oxygen into argon plasma will significantly dwindle the metastable state density as a result of quenching loss by oxygen molecules. 展开更多
关键词 argon metastable states tunable diode laser absorption spectroscopy capacitively coupled plasmas
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Development of 2D Temperature and Concentration Measurement Method Using Tunable Diode Laser Absorption Spectroscopy 被引量:7
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作者 Yoshihiro Deguchi Daisuke Yasui Akira Adachi 《Journal of Mechanics Engineering and Automation》 2012年第9期543-549,共7页
Exhaust gas temperature is an important factor in NOx, THC and PM emissions of engines. Especially 2D temperature and concentration distribution plays an important role for the engine efficiency. A thermocouple is int... Exhaust gas temperature is an important factor in NOx, THC and PM emissions of engines. Especially 2D temperature and concentration distribution plays an important role for the engine efficiency. A thermocouple is intrinsically a point temperature measurement method and noncontact 2D temperature distribution cannot be attained by thermocouples. Recently, as a measurement technique with high sensitivity and high response, laser diagnostics has been developed and applied to the actual engine combustions. With these engineering developments, transient phenomena such as start-ups and load changes in engines have been gradually elucidated in various conditions. In this study, the theoretical and experimental research has been conducted in order to develop the noncontact and fast response 2D temperature and concentration distribution measurement method. The method is based on a Computed Tomography (CT) method using absorption spectra of water vapor at 1388 nm. It has been demonstrated that the method has been successfully applied to engine exhausts to measure 2D temperature distributions. 展开更多
关键词 2D temperature measurement tunable diode laser absorption spectroscopy CT (computed tomography) engine exhausts.
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Application of Tunable Diode Laser Absorption Spectroscopy with Optical Hollow Fiber to Engine Exhaust Gas Measurement
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作者 Akira Adachi Yoshihiro Deguchi Shinichirou Konishi 《Journal of Mechanics Engineering and Automation》 2012年第11期656-662,共7页
In recent years, tighter regulation has been already enforced on harmful substances such as NOx, CO, and particles. Considering the above situation, it is important to monitor controlling factors of engine systems in ... In recent years, tighter regulation has been already enforced on harmful substances such as NOx, CO, and particles. Considering the above situation, it is important to monitor controlling factors of engine systems in order to improve efficiencies of their operations. As to car engines, an increasing concern in environmental issues such as air pollution, global warming and petroleum depletion has helped drive researches into various ways. Laser diagnostics has been applied to measure species concentration in the actual industrial fields. However there are several challenges to proceed in applying laser diagnostics to practical application. Especially stability of the measurement system is one of the most difficult issues. The purpose of this research is the development of a prompt measurement technique which can be applicable to various engine conditions. The Tunable Diode Laser Absorption Spectroscopy (TDLAS) using the hollow fiber has been developed to satisfy above requirements. By using a hollow fiber, misalignment of an optical axis and vulnerability of measurement environment such as vibration can be greatly reduced with sensitive and fast response features. It was demonstrated that this method can be applicable to measure gas compositions in engine exhaust with a range of millisecond response time. A sensitive method using tunable UV diode laser absorption spectroscopy was also discussed to detect NOx in exhausts. 展开更多
关键词 tunable diode laser absorption spectroscopy optical hollow fiber exhaust gas concentration measurement.
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基于TDLAS多线吸收的超燃冲压发动机直连台架燃烧场二维分布测量
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作者 夏晖晖 张顺平 +5 位作者 杨顺华 阚瑞峰 许振宇 阮俊 姚路 黄安 《实验流体力学》 北大核心 2025年第1期80-86,共7页
本文针对超燃冲压发动机燃烧室扩张段非均匀流场温度和水汽浓度二维分布的高分辨率测量需求,发展了先进的可调谐激光吸收光谱(TDLAS)燃烧场分布重建技术,该技术通过增加激光测量光路上扫描获得的水汽吸收谱线数目,实现场分布重建问题求... 本文针对超燃冲压发动机燃烧室扩张段非均匀流场温度和水汽浓度二维分布的高分辨率测量需求,发展了先进的可调谐激光吸收光谱(TDLAS)燃烧场分布重建技术,该技术通过增加激光测量光路上扫描获得的水汽吸收谱线数目,实现场分布重建问题求解方程数量的增加;通过联立所有交叉光路下吸收光谱获得的吸光度方程,构建以温度和浓度为未知数的最优化目标函数;并采用全局寻优模拟退火算法对目标函数进行求解,实现温度场和水汽分压场的重建。发动机直连台架试验中,采用正交光路布局,设计共16条测量光路(水平5条、垂直11条)的方形光机结构,集成TDLAS测量系统。对5只DFB激光器采用分时直接吸收探测方式,测量频率4 kHz,每条测量光路下可扫描获得5条水汽吸收谱线(7467.77、7444.36、7185.60、7179.75和6807.83 cm),系统在高温炉上开展了多温度台阶标定测试,温度测量偏差在2.7%以内。外场试验中,对16条光路下同步采集到的吸收光谱数据进行离线处理,获得了发动机燃油点火、燃烧、熄火各个状态下的温度场和水汽分压场分布数据。试验结果表明:TDLAS多线吸收测量技术能够实现场分布准确稳定测量,满足发动机复杂燃烧流场诊断和恶劣工况工程应用需求。 展开更多
关键词 超燃冲压发动机 燃烧诊断 场分布二维测量 可调谐激光吸收光谱 全局寻优重建算法
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Laser absorption spectroscopy for high temperature H_2O time-history measurement at 2.55 μm during oxidation of hydrogen
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作者 Yu-Dan Gou De-Xiang Zhang +3 位作者 Yi-Jun Wang Chang-Hua Zhang Ping Li Xiang-Yuan Li 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第7期376-381,共6页
Concentration time-histories of H20 were measured behind reflected shock waves during hydrogen combustion. Experiments were conducted at temperatures of 1117-1282 K, the equivalence ratios of 0.5 and 0.25, and a press... Concentration time-histories of H20 were measured behind reflected shock waves during hydrogen combustion. Experiments were conducted at temperatures of 1117-1282 K, the equivalence ratios of 0.5 and 0.25, and a pressure at 2 atm using a mixture of H2/O2 highly diluted with argon. H2O was monitored using tunable mid-infrared diode laser absorption at 2.55 μm (3920.09 cm-1). These time-histories provide kinetic targets to test and refine reaction mechanisms for hydrogen. Comparisons were made with the predictions of four detailed kinetic mechanisms published in the last four years. Such comparisons of H2O concentration profiles indicate that the AramcoMech 2.0 mechanism yields the best agreement with the experimental data, while CRECK, San Diego, and HP-Mech mechanisms show significantly poor predictions. Reaction pathway analysis for hydrogen oxidation indicates that the reaction H + OH + M = H20 + M is the key reaction for controlling the H2O formation by hydrogen oxidation. It is inferred that the discrepancy of the conversion percentage from H to H20 among these four mechanisms induces the difference of performance on H2O time-history predictions. This work demonstrates the potential of time-history measurement for validation of large reaction mechanisms. 展开更多
关键词 tunable diode laser absorption spectroscopy H20 time-history profile combustion process reac- tion mechanism
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A 1550-nm linearly tunable continuous wave single-mode external cavity diode laser based on a single-cavity all-dielectric thin-film Fabry Pérot filter
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作者 肖啸 鲁远甫 +1 位作者 于峰崎 金雷 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第7期533-541,共9页
A 1550-nm linearly tunable continuous wave (CW) single-mode external cavity diode laser (ECDL) based on a singlecavity all-dielectric thin-film Fabry-Pérot filter (s-AFPF) is proposed and realized in this p... A 1550-nm linearly tunable continuous wave (CW) single-mode external cavity diode laser (ECDL) based on a singlecavity all-dielectric thin-film Fabry-Pérot filter (s-AFPF) is proposed and realized in this paper. Its internal optical components as well as their operation mechanisms are introduced first, and then its longitudinal mode output characteristic is theoretically analyzed. Afterwards, we set up the experimental platform for the output characteristic measurement of this tunable ECDL; under different experimental conditions, we execute accurate and real-time measurements for the output central wavelength, output optical power, output longitudinal mode distribution, and the line-width of the tunable ECDL in its tuning process. By summing up the optimal experimental condition from the measured data, we obtain the optimal tunable ECDL relevant parameters: the tunable ECDL has a linear mode-hop-free wavelength tuning region of 1547.203 nm-1552.426 nm, a stable output optical power in the range of 40 μW-50 μW, and a stable output longitudinal mode distribution of a single longitudinal mode with a line-width in the range of 100 MHz-150 MHz. This tunable ECDL can be used in environmental gas monitoring, atomic and molecular laser spectroscopy research, precise measurements, and so on. 展开更多
关键词 thin-film optical properties tunable external cavity diode laser laser spectroscopy
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高温高压下基于TDLAS的乙炔浓度和温度同时探测
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作者 刘庆辉 黄文健 +4 位作者 高光珍 张铭珂 王宣 杨玉冰 蔡廷栋 《量子电子学报》 北大核心 2025年第1期37-47,共11页
碳氢燃料燃烧过程中会产生大量的碳烟,乙炔作为碳烟产物的重要前驱体,其浓度对碳烟的生成有着重要影响,因此,实现对燃烧环境中乙炔的直接探测有着重要意义。本工作搭建了一套可调谐二极管激光吸收光谱测量系统,并通过高温高压气体池模... 碳氢燃料燃烧过程中会产生大量的碳烟,乙炔作为碳烟产物的重要前驱体,其浓度对碳烟的生成有着重要影响,因此,实现对燃烧环境中乙炔的直接探测有着重要意义。本工作搭建了一套可调谐二极管激光吸收光谱测量系统,并通过高温高压气体池模拟燃烧环境,探测了不同温度和压强下的乙炔气体吸收谱线。利用中心波长为1542 nm的可调谐半导体激光器作为光源,采用扫描波长直接吸收方法,获取6489.074 cm^(−1)与6490.020 cm^(−1)处乙炔的一段吸收谱线消光信号,实现了对乙炔浓度和温度的同时测量。实验结果表明,在压强为1.01×10^(5)~5.05×10^(5)Pa和500~1100 K温度范围内,气体体积浓度和气体温度测量的相对平均标准偏差分别为4.59%和2.47%,与参考值吻合度较高,表明该系统可为高温高压下气体浓度和温度的同时测量提供帮助。 展开更多
关键词 光谱学 可调谐二极管激光吸收光谱 高温高压 流场诊断
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Sensitive absorption measurements of hydrogen sulfide at 1.578 μm using wavelength modulation spectroscopy 被引量:5
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作者 夏滑 董凤忠 +6 位作者 吴边 张志荣 庞涛 孙鹏帅 崔小娟 韩荦 王煜 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第3期180-184,共5页
Sensitive detection of hydrogen sulfide(H2S) has been performed by means of wavelength modulation spectroscopy(WMS) near 1.578 μm. With the scan amplitude and the stability of the background baseline taken into a... Sensitive detection of hydrogen sulfide(H2S) has been performed by means of wavelength modulation spectroscopy(WMS) near 1.578 μm. With the scan amplitude and the stability of the background baseline taken into account, the response time is 4 s for a 0.8 L multi-pass cell with a 56.7 m effective optical path length. Moreover, the linearity has been tested in the 0–50 ppmv range. The detection limit achievable by the Allan variance is 224 ppb within 24 s under room temperature and ambient pressure conditions. This tunable diode laser absorption spectroscopy(TDLAS) system for H2 S detection has the feasibility of real-time online monitoring in many applications. 展开更多
关键词 tunable diode laser spectroscopy wavelength modulation hydrogen sulfide detection low absorbance condition
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基于TDLAS的近红外甲烷高灵敏检测技术 被引量:1
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作者 刘海芹 徐睿 +4 位作者 王振翔 赵天琦 赵春柳 石岩 陈亮 《光子学报》 EI CAS CSCD 北大核心 2024年第3期243-250,共8页
为增强甲烷气体检测技术的气体吸收率,提高检测灵敏度,利用可调谐二极管激光吸收光谱技术,采用中心波长为1 653.7 nm的分布反馈激光器作为光源,研制了有效光程为14.5 m的Herriott型气体吸收池,并采用波长调制光谱法进行甲烷气体浓度检... 为增强甲烷气体检测技术的气体吸收率,提高检测灵敏度,利用可调谐二极管激光吸收光谱技术,采用中心波长为1 653.7 nm的分布反馈激光器作为光源,研制了有效光程为14.5 m的Herriott型气体吸收池,并采用波长调制光谱法进行甲烷气体浓度检测。结果表明,二次谐波峰值信号与甲烷气体浓度成较强的线性关系,线性度为0.998 52,检测下限为4.82 ppm;初始积分时间为1 s时的Allan方差为6.37 ppm;积分时间到112 s时,Allan方差为427 ppb,检测灵敏度为4.27×10^(-7)。 展开更多
关键词 可调谐二极管激光吸收光谱 甲烷气体检测 波长调制法 高灵敏 Herriott腔
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基于改进VMD算法的TDLAS甲烷检测信号降噪研究 被引量:1
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作者 唐奇超 王强 +2 位作者 洪志明 谷小红 肖瑶 《中国计量大学学报》 2024年第1期35-42,共8页
目的:提出一种北方苍鹰优化(NGO)改进变分模态分解(VMD)的降噪算法,以抑制基于可调谐半导体激光吸收光谱(TDLAS)的甲烷检测系统中的噪声。方法:首先基于MATLAB仿真了二次谐波信号,随后分别用VMD算法和NGO-VMD算法对二次谐波信号进行降噪... 目的:提出一种北方苍鹰优化(NGO)改进变分模态分解(VMD)的降噪算法,以抑制基于可调谐半导体激光吸收光谱(TDLAS)的甲烷检测系统中的噪声。方法:首先基于MATLAB仿真了二次谐波信号,随后分别用VMD算法和NGO-VMD算法对二次谐波信号进行降噪,并用信噪比(SNR)、均方根误差(RMSE)和相关性系数(PCC)对两种方法进行性能对比。结果:经NGO-VMD算法重构后的信号信噪比较之原信号提升约2倍,均方根误差减少97%,相关系数高达0.997。结论:所提出的NGO-VMD算法较于传统的VMD算法在各项指标上均有明显优势,提升了TDLAS甲烷检测系统的信噪比。 展开更多
关键词 可调谐半导体激光吸收光谱 北方苍鹰优化 变分模态分解 降噪
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基于TDLAS的高温氧气标定方法研究
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作者 黄小东 郝晓剑 +3 位作者 梁晓东 王正 裴攀 王佳 《传感器与微系统》 CSCD 北大核心 2024年第5期43-46,共4页
燃烧场温度的准确测量是评价燃烧状况的重要指标。可调谐二极管激光吸收光谱(TDLAS)技术是一种有效的非接触式燃烧诊断方法,其具有更广的测量范围、高精度和良好的抗干扰性能,且能实现连续测量。然而,在高分辨率透射分子吸收数据库(HITR... 燃烧场温度的准确测量是评价燃烧状况的重要指标。可调谐二极管激光吸收光谱(TDLAS)技术是一种有效的非接触式燃烧诊断方法,其具有更广的测量范围、高精度和良好的抗干扰性能,且能实现连续测量。然而,在高分辨率透射分子吸收数据库(HITRAN)中光谱数据都是以296 K的谱线参数为基础,通过计算获得较高温度下的光谱数据。因此,本文利用TDLAS波长调制技术标定了高温场中O_(2)的二次谐波信号强度与温度的函数关系,为后续燃烧场温度测量实验奠定基础。 展开更多
关键词 可调谐二极管激光吸收光谱 波长调制技术 燃烧场
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Dynamic thermal modeling and parameter identification for a monolithic laser diode module
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作者 李金义 杜振辉 +1 位作者 马艺闻 徐可欣 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第3期317-322,共6页
We improved the thermal equivalent-circuit model of the laser diode module(LDM) to evaluate its thermal dynamic properties and calculate the junction temperature of the laser diode with a high accuracy.The thermal p... We improved the thermal equivalent-circuit model of the laser diode module(LDM) to evaluate its thermal dynamic properties and calculate the junction temperature of the laser diode with a high accuracy.The thermal parameters and the transient junction temperature of the LDM are modeled and obtained according to the temperature of the thermistor integrated in the module.Our improved thermal model is verified indirectly by monitoring the emission wavelength of the laser diode against gas absorption lines,and several thermal parameters are obtained with the temperature uncertainty of 0.01 K in the thermal dynamic process. 展开更多
关键词 laser diode module dynamic thermal modeling thermal time constant tunable diode laser absorption spectroscopytdlas
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基于TDLAS的气体检测技术对比与分析
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作者 柳山虎 吴勇 +3 位作者 梁立振 谢亚红 韦江龙 胡纯栋 《计量与测试技术》 2024年第4期35-39,共5页
根据可调谐半导体激光吸收光谱(TDLAS)技术测量气体浓度的基本原理,对三种主要测量方法,即直接吸收光谱技术(DAS)、波长调制技术(WMS)、频率调制光谱技术(FMS)进行详细分析,并根据TDLAS技术的应用情况,分别将系统组成、技术要点、检测... 根据可调谐半导体激光吸收光谱(TDLAS)技术测量气体浓度的基本原理,对三种主要测量方法,即直接吸收光谱技术(DAS)、波长调制技术(WMS)、频率调制光谱技术(FMS)进行详细分析,并根据TDLAS技术的应用情况,分别将系统组成、技术要点、检测极限、系统成本和适用环境进行对比分析。 展开更多
关键词 可调谐半导体激光吸收光谱 气体检测 检测限
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甲烷泄漏TDLAS检测技术研究进展的可视化分析
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作者 张林翰 唐奇超 +2 位作者 巫宇航 吴琳琳 王强 《中国特种设备安全》 2024年第S2期81-85,91,共6页
可调谐半导体激光吸收光谱技术(TDLAS)是利用二极管激光器的波长扫描和电流调谐特性来实现气体微量泄漏检测的一种新技术,具有灵敏度高、精度高、响应速度快等优点。采用CiteSpace软件和文献计量法,对2013—2023年TDLAS在甲烷泄漏检测... 可调谐半导体激光吸收光谱技术(TDLAS)是利用二极管激光器的波长扫描和电流调谐特性来实现气体微量泄漏检测的一种新技术,具有灵敏度高、精度高、响应速度快等优点。采用CiteSpace软件和文献计量法,对2013—2023年TDLAS在甲烷泄漏检测领域的研究进展与趋势进行可视化分析。发现研究总体呈上升趋稳态势,表明TDLAS在甲烷检测领域具有较好的研究和应用价值,后续应在信号降噪算法、检测系统的机器人/无人机搭载等领域进一步开展研究应用。 展开更多
关键词 甲烷泄漏 可调谐半导体激光吸收光谱技术 可视化分析
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基于TDLAS技术的气体分析仪在线纠偏方法研究
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作者 刘立富 吴强 +4 位作者 冯雨轩 苏光旭 陈建龙 陈东 刘凡新 《自动化仪表》 CAS 2024年第11期13-18,29,共7页
基于可调谐半导体激光吸收光谱(TDLAS)技术的气体分析仪由于环境温度变化或电子器件长期老化等会引起激光器温控漂移,从而导致被测气体谐波信号偏移。通过设计分光参比光路、参比接收电路和软件纠偏流程,利用参比谐波信号作为纠偏判断... 基于可调谐半导体激光吸收光谱(TDLAS)技术的气体分析仪由于环境温度变化或电子器件长期老化等会引起激光器温控漂移,从而导致被测气体谐波信号偏移。通过设计分光参比光路、参比接收电路和软件纠偏流程,利用参比谐波信号作为纠偏判断的参考信号,实现了气体在线监测和实时在线纠偏。试验采用信号处理单元对比参比谐波信号中心点与预设中心点,根据纠偏阈值、纠偏范围等纠偏参数判断是否执行纠偏动作。试验结果表明,采用参比信号比测量信号判定纠偏更加适合低浓度气体检测的应用,可有效避免未纠偏和误纠偏。该方法可解决复杂环境因素变化导致谐波信号偏移的问题,提高基于TDLAS技术的气体分析仪应用的可靠性和稳定性。 展开更多
关键词 光谱分析 可调谐半导体激光吸收光谱 谐波信号 在线纠偏 气体监测 分光参比
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基于TDLAS甲烷检测系统的长光程池研究与设计
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作者 秦雨婷 陈红岩 《激光与红外》 CAS CSCD 北大核心 2024年第4期522-528,共7页
采用Herriott型长光程池结构原理,通过理论研究和仿真分析得到一定条件下Herriott池反射次数最优解,利用镀膜凹面镜作为反射镜,在池体上集成光学元件,进行了长光程、低成本、小体积光程池的设计。经过实验验证,所设计的物理长23cm,体积2... 采用Herriott型长光程池结构原理,通过理论研究和仿真分析得到一定条件下Herriott池反射次数最优解,利用镀膜凹面镜作为反射镜,在池体上集成光学元件,进行了长光程、低成本、小体积光程池的设计。经过实验验证,所设计的物理长23cm,体积243mL的光程池,能达到11m有效光程长,并搭建在TDLAS甲烷检测系统中,结果表明检测下限最低浓度为476 ppb。这为低浓度、高精度、微型化的TDLAS甲烷检测系统的推广应用提供了一种有效的途径。 展开更多
关键词 赫里奥特气室 光学仿真 可调谐激光吸收光谱 甲烷检测
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改善的LMS自适应算法在TDLAS甲烷检测的降噪研究
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作者 陈新玉 陈红岩 《激光杂志》 CAS 北大核心 2024年第5期79-85,共7页
为进一步有效抑制检测系统的噪声,提高检测精度,研究了改善的最小均方差自适应算法在可调谐二极管激光吸收光谱甲烷浓度检测系统的降噪方法。通过基于TDLAS技术的matlab仿真实验,搭建的甲烷检测系统,选取1 653.72 nm的甲烷吸收峰位,分析... 为进一步有效抑制检测系统的噪声,提高检测精度,研究了改善的最小均方差自适应算法在可调谐二极管激光吸收光谱甲烷浓度检测系统的降噪方法。通过基于TDLAS技术的matlab仿真实验,搭建的甲烷检测系统,选取1 653.72 nm的甲烷吸收峰位,分析LMS自适应算法中滤波阶数、步长因子和采样周期三者对噪声的关系,改善参数的选取以最佳的滤波效果进行降噪优化处理。研究表明在高频采样时刻收敛到最佳的滤波阶数和步长因子可对系统起到最优滤波效果。研究结果显示信噪比有效提升了94%,拟合优度R~2达到0.997,证明改善的LMS自适应滤波算法可以有效抑制噪声对二次谐波信号的影响。 展开更多
关键词 改善的最小均方差自适应算法 可调谐二极管激光吸收光谱技术 降噪处理 二次谐波信号
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基于TDLAS的变压器油中C_(2)H_(2)在线监测装置设计
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作者 曹旺 万元 +4 位作者 唐伟 刘章进 李橙橙 廖学顺 吴昊天 《农村电气化》 2024年第2期61-64,共4页
随着电力行业的不断发展,变压器的安全与稳定愈发重要。为满足变压器油中C_(2)H_(2)的在线监测需要,选取1532 nm的分布式半导体激光器与12 m光程怀特池,研制了基于可调谐二极管激光吸收光谱技术与波长调制技术的变压器油中C_(2)H_(2)在... 随着电力行业的不断发展,变压器的安全与稳定愈发重要。为满足变压器油中C_(2)H_(2)的在线监测需要,选取1532 nm的分布式半导体激光器与12 m光程怀特池,研制了基于可调谐二极管激光吸收光谱技术与波长调制技术的变压器油中C_(2)H_(2)在线监测装置,实现了油中溶解C_(2)H_(2)分离、气体检测、结果分析等功能,测量周期约为25 min,测试过程无损样本。该装置检测精准快速,无需人工操作,可为变压器提供实时的安全参考意见。 展开更多
关键词 变压器油 C_(2)H_(2) 可调谐二极管激光吸收光谱 波长调制 在线监测
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基于一维空洞卷积的甲烷浓度实时检测装置设计
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作者 阚玲玲 叶炀 +1 位作者 苗凯 梁洪卫 《实验技术与管理》 北大核心 2025年第1期191-197,共7页
可调谐激光吸收光谱(TDLAS)技术需要人工筛选二次谐波后拟合数据,且人为因素会影响拟合曲线的预测结果,因此该文设计了一种基于空洞卷积的甲烷浓度检测装置。首先,利用一维空洞卷积提取二次谐波信号特征;其次,利用反残差模块提高模型收... 可调谐激光吸收光谱(TDLAS)技术需要人工筛选二次谐波后拟合数据,且人为因素会影响拟合曲线的预测结果,因此该文设计了一种基于空洞卷积的甲烷浓度检测装置。首先,利用一维空洞卷积提取二次谐波信号特征;其次,利用反残差模块提高模型收敛速度,减少训练时间;再次,加入宽卷积核感受野模块,在保证检测准确率的前提下扩大感受野,减少模型参数;最后,将模型部署在Jetson Nano上实时检测甲烷浓度。实验结果表明,该方法检测准确率为99.89%,模型参数为12768个。与其他模型相比,该模型检测精度高、参数量少、实时性强,适用于实验室甲烷浓度实时检测。 展开更多
关键词 可调谐激光吸收光谱 JetsonNano 深度学习 轻量化 实验装置
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