基于光散射法和电荷感应法融合的粉尘浓度检测技术

doi:10.12068/j.issn.1005-3026.2021.01.021

东北大学学报（自然科学版） ›› 2021, Vol. 42 ›› Issue (1): 139-147.DOI: 10.12068/j.issn.1005-3026.2021.01.021

基于光散射法和电荷感应法融合的粉尘浓度检测技术

赵政^1,2，李德文^2,3，吴付祥²，刘国庆²

(1.重庆大学资源与安全学院，重庆400044； 2.中煤科工集团重庆研究院有限公司，重庆400037； 3.煤炭科学研究总院，北京100013)

出版日期:2021-01-15 发布日期:2021-01-13
通讯作者: 赵政
作者简介:赵政(1983-)，男，四川苍溪人，重庆大学博士研究生，中国煤炭科工集团副研究员；李德文(1964-)，男，四川岳池人，煤炭科学研究总院研究员，博士生导师.
基金资助:
国家重点研发计划项目(2017YFC0805200).

Dust Concentration Detection Technology Based on Fusion of Light Scattering Method and Charge Induction Method

ZHAO Zheng^1,2， LI De-wen^2,3， WU Fu-xiang²， LIU Guo-qing²

1. School of Resources and Safety Engineering， Chongqing University， Chongqing 400044， China; 2.China Coal Technology and Engineering Group Chongqing Research Institute， Chongqing 400037， China; 3. China Coal Research Institute， Beijing 100013， China.

Online:2021-01-15 Published:2021-01-13
Contact: LI De-wen
About author:-
Supported by:
-

摘要/Abstract

摘要： 为了减小粉尘浓度在线检测误差，分析光散射法和电荷感应法的基本原理，揭示两种方法的局限性；将光散射子单元和电荷感应子单元的结构和数据融合，研制并联自动切换的融合单元，提出一种粉尘浓度融合检测算法.实验发现:融合单元的检测误差≤11.3%，比光散射子单元小3.6%，比电荷感应子单元小3.5%；融合单元的平均标定分辨率为112.8，是光散射子单元的1.27倍，是电荷感应子单元的4.68倍；融合单元的标定线性度最好.表明融合技术克服了光散射法和电荷感应法的局限性，进一步减小了检测误差和提高了标定分辨率、线性度.

关键词: 粉尘浓度；光散射法；电荷感应法；局限性；融合

Abstract: In order to reduce on-line detection error of dust concentration， the basic principles of light scattering method and charge induction method were analyzed， and the limitations of the two methods were revealed. The structure and data of the light scattering subunit and charge induction subunit were fused， and a parallel automatic switching fusion subunit was developed. A dust concentration fusion detection algorithm was proposed. The experimental results showed that the detection error of the fusion subunit was ≤11.3%， 3.6% smaller than that of the light scattering subunit， and 3.5% smaller than that of the charge induction subunit. The average calibration resolution of the fusion subunit was 112.8， 1.27 times that of the light scattering subunit and 4.68 times that of the charge induction subunit. The calibration linearity of fusion subunit was the best. It was proved that the fusion technique overcame the limitation of light scattering method and charge induction method， further reduced the detection error and improved the calibration resolution and linearity.

Key words: dust concentration; light scattering method; charge induction method; limitation; fusion

中图分类号:

TD714

赵政，李德文，吴付祥，刘国庆. 基于光散射法和电荷感应法融合的粉尘浓度检测技术[J]. 东北大学学报（自然科学版）, 2021, 42(1): 139-147.

ZHAO Zheng， LI De-wen， WU Fu-xiang， LIU Guo-qing. Dust Concentration Detection Technology Based on Fusion of Light Scattering Method and Charge Induction Method[J]. Journal of Northeastern University(Natural Science), 2021, 42(1): 139-147.

参考文献

[1]李德文，隋金君，刘国庆，等.中国煤矿粉尘危害防治技术现状及发展方向［J］.矿业安全与环保，2019，46(6):1-7，13.(Li De-wen，Sui Jin-jun，Liu Guo-qing，et al.Status and development direction of coal mine dust hazard prevention technology in China［J］.Mining Safety and Environmental Protection，2019，46(6) : 1-7，13.)
[2]Wang W J，Liu W，Qi T T，et al.Dust discrimination in dynamic light scattering based on a quantile outliers detection method［J］.Powder Technology，2020，366:546-551.
[3]Mankar P，Mandal B，Chatterjee D.Monitoring and assessment of airborne respirable limestone dust and free silica content in an Indian Mine［J］.Journal of Health & Pollution，2019，9(23):190-194.
[4]肖赛.粉尘颗粒光散射特性研究［D］.淄博:山东理工大学，2016.(Xiao Sai.Study on light scattering characteristics of dust particles［D］.Zibo: Shandong University of Technology，2016.)
[5]Han X S，Shen J Q，Yin P T，et al.Influences of refractive index on forward light scattering［J］.Optics Communications，2014，316:198-205.
[6]Clementi L A，Vega J R，Gugliotta L M，et al.Characterization of spherical core-shell particles by static light scattering.estimation of the core and particle-size distributions［J］.Journal of Quantitative Spectroscopy and Radiative Transfer，2012，113(17):2255-2264.
[7]Gajewski J B.Dynamic effect of charged particles on the measuring probe potential［J］.Journal of Electrostatics，1997，40:437-442.
[8]刘东旭，李朋宾.基于电荷感应法的粉尘浓度传感器研究［J］.山东工业技术，2015(3):63-64.(Liu Dong-xu，LI Peng-bin.Research on dust concentration sensor based on charge induction［J］.Shandong Industrial Technology，2015(3):63-64.)
[9]李德文，吕二忠，吴付祥，等.粉尘质量浓度测量技术方案对比研究［J］.矿山机械，2019，47(12):58-62.(Li De-wen，Lyu Er-zhong，Wu Fu-xiang，et al.Comparative study of dust mass concentration measurement technology schemes［J］.Mining & Processing Equipment，2019，47(12):58-62.)
[10]Schouten H F，Fischer D G，Visser T D.Coherence modification and phase singularities on scattering by a sphere: Mie formulation［J］.Journal of the Optical Society of America A: Optics，Image Science，and Vision，2019，36(12) : 2005-2010.
[11]Lee S J，Kumar S，Choi J W，et al. Coloration of colloidal polymer particles through selective extraction of Mie backscattering for cation-responsible colorimetric sensors［J］.Journal of Colloid and Interface Science，2020，560:894-901.
[12]Hayashi J，Hashimoto N，Nakatsuka N，et al.Simultaneous imaging of Mie scattering，PAHs laser induced fluorescence and soot laser induced incandescence to a lab-scale turbulent jet pulverized coal flame［J］.Proceedings of the Combustion Institute，2019，37(3):3045-3052.
[13]Chylek P，Lee J E，Romonosky D E，et al. Mie scattering captures observed optical properties of ambient biomass burning plumes assuming uniform black，brown，and organic carbon mixtures［J］.Journal of Geophysical Research Atmospheres，2019，124(21):11406-11427.
[14]Moulin E，Nyrkova I A，Giuseppone N，et al.Homodyne dynamic light scattering in supramolecular polymer solutions: anomalous oscillations in intensity correlation function［J］.Soft Matter，2020，16(12)2971-2993.
[15]崔江.颗粒特性对激光散射法测量质量浓度的影响研究［D］.武汉:华中科技大学，2017.(Cui Jiang.Study on the influence of particle characteristics on the measurement of mass concentration by laser scattering［D］.Wuhan: Huazhong University of Science and Technology，2017.)
[16]Rotstein R，Berges A，Mitragotri S，et al.Angle-dependent light scattering by highly uniform colloidal rod-shaped microparticles: experiment and simulation［J］.Journal of Polymer Science Part B: Polymer Physics，2016，54(18):1889-1895.
[17]Ma J，Yan Y.Design and evaluation of electrostatic sensors for the measurement of velocity of pneumatically conveyed solids［J］.Flow Measurement and Instrumentation，2000，11(3):195-204.
[18]Kaponig M，Mlleken A，Tarasevitch D，et al.Following the motion of a charged conducting sphere by electrostatic induction in a parallel plate capacitor［J］.Journal of Electrostatics，2020，103:321-328.
[19]Fierro A O，Mansell E R，Mac Gorman D R，et al.The implementation of an explicit charging and discharge lightning scheme within the WRF-ARW model: benchmark simulations of a continental squall line，a tropical cyclone，and a winter storm［J］.Monthly Weather Review，2013，141(7):2390-2415.
[20]Deng S，Wang Q，Ren P Y.Estimating and modeling charge transfer from the SAPT induction energy［J］.Journal of Computational Chemistry，2017，38(26):2222-2231.

基于光散射法和电荷感应法融合的粉尘浓度检测技术

Dust Concentration Detection Technology Based on Fusion of Light Scattering Method and Charge Induction Method

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