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井下流体成分的近红外光谱实时检测技术 被引量:2

On-line Measurement Technology of Down-hole Fluid Using Near-infrared Spectroscopy
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摘要 文中提出了一种应用于中途油气层探测的测井仪器的实时测量系统,该测量系统采用了近红外光谱技术,使用以待测成分的特征吸收波长为中心波长的一组滤光片进行分光,体积小,结构紧凑,能够实时分析井下流体成分(如原油、水及钻井泥浆等)的含量。对一组成分含量已知的原油混合物的光谱所建立的线性回归模型的分析表明,由滤光片得到的光谱(使用MLR算法)建立的模型的线性相关程度,与使用整个光谱(使用PCR算法)建立的模型相当,线性相关程度均显著,从而验证了该测量系统的可行性。 In the paper an online analysis system using Nearinfrared spectroscopy technology is presented,which is applied to fulfill real time measurement of the amount of components in downhole fluid,such as crude oil,water and drilling mud,in a logging instrument for midway exploration of oil layers.In the analysis system,a group of narrowband filters are used,whose center wavelengths correspond to characteristic absorbing peaks of measured matter. This gives the analysis system a small size and a compact structure.Also nearinfrared spectroscopy of a group of crude oil mixture samples is measured,the amount of whose components is known. Linear regression models that were set up show that the correlation of the model using several wavelengths is equivalent to that of the model using all wavelengths. This proves the feasibility of this online analysis system.
出处 《激光与红外》 CAS CSCD 北大核心 2003年第4期268-271,共4页 Laser & Infrared
关键词 井下流体成分 近红外光谱 实时检测技术 多元线性回归 在线成分含量测定 on-line analysis near-infrared spectroscopy down-hole fluid multivariable linear regression
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参考文献3

  • 1Hanyi Zhang, Xiaolu wang,Jolanta Soos. Joy Crisp, Design of A Miniature Solid-State NIR Spectrometers [ A ]. SPIE Vol. 2475:376-383.
  • 2T Hyvrinen, M Aikio, E Heerrala, et al. Novel Spectroscopic techniques for biomedical applications [ A ]. SPIE Vol. 2084:224-230.
  • 3Wen Wu, Rolf Manne. Fast regression methods in a Lanczos ( or PLS-1 ) basis. Theory and applications [ Z ]. Chemometrics and intelligent laboratory systems, 2000, 51 :145-161.

同被引文献14

  • 1宣海锋,廖延彪,赖淑蓉,张敏.井下流体光纤在线光谱分析仪关键技术[J].中国激光,2005,32(8):1105-1109. 被引量:3
  • 2Jerome J. Workman, Jr., Review of process and non-invasive near-infrared and infrared spectroscopy: 1993 - 1999 [J].Appl. Spectroscopy Rev, , 1999, 34( 1&2) : 1 -89.
  • 3Hanyi Zhang, Xiaolu Wang, Jolant Soos et al.. Design of a miniature solid-state NIR spectrometer [C]. SPIE, 1995,2475 : 376 - 383.
  • 4T, Hyvarinen, M. Aikio, E. Herrala et al,. Novel spectroscopic techniques for biomedical applications [C].SPIE, 1994, 2084:224-230.
  • 5Oliver C. Mullins, Tim Daigle, Chris Crowell et al.. Gas-oil ratio of live crude oils determined by near-infrared spectroscopy[J]. Appl, Spectroscopy, 2001, 55(2):197-201.
  • 6Narve Aske. Characterisation of Crude Oil Components,Asphaltene Aggregation and Emulsion Stability by Means of Near Infrared Spectroscopy and Multivariate Analysis [D].Department of Chemical Engineering Norzz,egian University of Science and Technology Trondheim, June 2002.
  • 7吕定云,韩小娟,汤伟.置换间歇式蒸煮的新进展[J].中国造纸,2007,26(12):63-66. 被引量:21
  • 8Shen Wenhao, Chen Xiaoquan . Measuring and Controlling Model of Pulp Kappa Number with Spectroscopy during Batch Sulfite Pul- ping Process [J] . Ind. Eng. Chem. Res., 2009, 48(19):8980 - 8984.
  • 9黄俊梅,汤伟,许保华,王孟效.置换蒸煮系统(DDS)的发展及应用[J].化工自动化及仪表,2010,37(8):1-6. 被引量:14
  • 10邬承就,魏合理,袁怿谦,马志军,曹百灵,龚知本.激光长程吸收光谱法测量高分辨率大气吸收光谱[J].光学学报,2002,22(2):238-242. 被引量:10

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