光谱学与光谱分析
光譜學與光譜分析
광보학여광보분석
SPECTROSCOPY AND SPECTRAL ANALYSIS
2015年
6期
1497-1500
,共4页
阎杰%翟畅%王晓牛%黄文平
閻傑%翟暢%王曉牛%黃文平
염걸%적창%왕효우%황문평
可调谐二极管激光吸收光谱%Levenberg-Marquardt非线性拟合%氧气浓度测量
可調諧二極管激光吸收光譜%Levenberg-Marquardt非線性擬閤%氧氣濃度測量
가조해이겁관격광흡수광보%Levenberg-Marquardt비선성의합%양기농도측량
TDLAS%Levenberg-Marquardt nonlinear fitting%Oxygen concentration measurement
氧气浓度是工业生产过程中重要监测参数,采用可调谐二极管激光吸收光谱法(tunable diode laser absorption spectroscopy ,TDLAS),结合波长调制技术,可以实现对现场氧气浓度的高精度在线监测,利用氧气位于760 nm处的特征吸收峰进行了氧气浓度的测量。由于激光具有很强的相干性,所以 TDLAS技术的检测灵敏度受到光学干涉噪声的严重制约,特别在低浓度时,光学干涉引起的基线起伏使得提取吸收峰波形信号时出现较大误差,影响了 TDLAS分析仪的监测灵敏度。针对这一情况,采用了Levenberg‐Mar‐quardt非线性拟合算法,并且利用了吸收谱线线型———洛伦兹线型的导数形式对波长调制后获得的二次谐波波形信号进行拟合,提取波形信息。另一方面Levenberg‐M arquardt非线性拟合方法需要有大量的计算,为了使研制的TDLAS分析仪能够实现现场的实时监测,采用了支持浮点运算的DSP的C28系列芯片进行数据处理,实现仪器在现场实时监测的功能。实验结果表明,该算法能够有效提取二次谐波信号的吸收峰特征值、克服背景噪声影响,由算法反演得到的氧气浓度与实际浓度的线性比值为1.01,浓度测量的线性误差为1.18%。
氧氣濃度是工業生產過程中重要鑑測參數,採用可調諧二極管激光吸收光譜法(tunable diode laser absorption spectroscopy ,TDLAS),結閤波長調製技術,可以實現對現場氧氣濃度的高精度在線鑑測,利用氧氣位于760 nm處的特徵吸收峰進行瞭氧氣濃度的測量。由于激光具有很彊的相榦性,所以 TDLAS技術的檢測靈敏度受到光學榦涉譟聲的嚴重製約,特彆在低濃度時,光學榦涉引起的基線起伏使得提取吸收峰波形信號時齣現較大誤差,影響瞭 TDLAS分析儀的鑑測靈敏度。針對這一情況,採用瞭Levenberg‐Mar‐quardt非線性擬閤算法,併且利用瞭吸收譜線線型———洛倫玆線型的導數形式對波長調製後穫得的二次諧波波形信號進行擬閤,提取波形信息。另一方麵Levenberg‐M arquardt非線性擬閤方法需要有大量的計算,為瞭使研製的TDLAS分析儀能夠實現現場的實時鑑測,採用瞭支持浮點運算的DSP的C28繫列芯片進行數據處理,實現儀器在現場實時鑑測的功能。實驗結果錶明,該算法能夠有效提取二次諧波信號的吸收峰特徵值、剋服揹景譟聲影響,由算法反縯得到的氧氣濃度與實際濃度的線性比值為1.01,濃度測量的線性誤差為1.18%。
양기농도시공업생산과정중중요감측삼수,채용가조해이겁관격광흡수광보법(tunable diode laser absorption spectroscopy ,TDLAS),결합파장조제기술,가이실현대현장양기농도적고정도재선감측,이용양기위우760 nm처적특정흡수봉진행료양기농도적측량。유우격광구유흔강적상간성,소이 TDLAS기술적검측령민도수도광학간섭조성적엄중제약,특별재저농도시,광학간섭인기적기선기복사득제취흡수봉파형신호시출현교대오차,영향료 TDLAS분석의적감측령민도。침대저일정황,채용료Levenberg‐Mar‐quardt비선성의합산법,병차이용료흡수보선선형———락륜자선형적도수형식대파장조제후획득적이차해파파형신호진행의합,제취파형신식。령일방면Levenberg‐M arquardt비선성의합방법수요유대량적계산,위료사연제적TDLAS분석의능구실현현장적실시감측,채용료지지부점운산적DSP적C28계렬심편진행수거처리,실현의기재현장실시감측적공능。실험결과표명,해산법능구유효제취이차해파신호적흡수봉특정치、극복배경조성영향,유산법반연득도적양기농도여실제농도적선성비치위1.01,농도측량적선성오차위1.18%。
Oxygen concentration is an important monitoring parameter in industrial process .Wavelength modulation spectroscopy of tunable diode laser absorption spectroscopy (TDLAS)was used to measure concentration of oxygen gas in industrial process by online monitoring .In this paper ,we use the characteristic absorption peak of Oxygen at 760 nm to measure the oxygen concen‐tration .Because of the strong coherence of laser ,the detection sensitivity of TDLAS is severely restricted by optical interference noise .Especially at low concentrations ,there is larger error by extraction signal in the absorption peak waveform because of the background fluctuation caused by optical interference .In response to this situation ,Levenberg‐Marquardt nonlinear fitting algo‐rithm was proposed ,and the use of the absorption line‐derivative form of Lorenz line to fit the second harmonic signal and to ex‐tract the peak amplitude .On the other hand ,Levenberg‐Marquardt nonlinear fitting method needs a large amount of calculation . In order to develop the TDLAS analyzer can achieve real‐time monitoring of the site ,we use the C28 series of DSQ for data pro‐cessing which support floating‐point arithmetic , and the instrument achieve real‐time monitoring capabilities in industrial process .Experimental results show that the algorithm can effectively extract the absorption peak characteristic value of the 2nd harmonic signal and overcome the background noise ,The ratio of calculated by algorithm to actual oxygen concentration is nearly 1.01 ,the linear error of the concentration measurement is 1.18% .