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基于激光诱导炽光法进行碳烟测量的研究进展

刘福水 花阳 吴晗 高永利 吴昊

刘福水, 花阳, 吴晗, 等. 基于激光诱导炽光法进行碳烟测量的研究进展[J]. 实验流体力学, 2017, 31(1): 1-12. doi: 10.11729/syltlx20160104
引用本文: 刘福水, 花阳, 吴晗, 等. 基于激光诱导炽光法进行碳烟测量的研究进展[J]. 实验流体力学, 2017, 31(1): 1-12. doi: 10.11729/syltlx20160104
Liu Fushui, Hua Yang, Wu Han, et al. Research progress on soot measurement by laser induced incandescence[J]. Journal of Experiments in Fluid Mechanics, 2017, 31(1): 1-12. doi: 10.11729/syltlx20160104
Citation: Liu Fushui, Hua Yang, Wu Han, et al. Research progress on soot measurement by laser induced incandescence[J]. Journal of Experiments in Fluid Mechanics, 2017, 31(1): 1-12. doi: 10.11729/syltlx20160104

基于激光诱导炽光法进行碳烟测量的研究进展

doi: 10.11729/syltlx20160104
详细信息
    作者简介:

    刘福水(1964-),男,河北衡水人,教授, 博士生导师。研究方向: 内燃机总体设计、燃烧与仿真、氢能源动力等。通信地址:北京市海淀区北京理工大学机械与车辆学院(100081)。E-mail: fushui_liu@bit.edu.cn

    通讯作者:

    E-mail: huayanghenan@163.com

  • 中图分类号: TK421

Research progress on soot measurement by laser induced incandescence

  • 摘要: 激光诱导炽光法(Laser Induced Incandesence,LⅡ)是一种非接触式的光学诊断方法,可获得激光片光照射薄层内瞬时碳烟的二维分布,具有较高的时间与空间分辨率,已经成为一种重要的碳烟测量技术。本文首先介绍了LⅡ技术的发展历程和基本原理,然后从数值模拟、定性和定量测量3个方面详细综述了LⅡ用于碳烟测量的技术方法以及国内外的研究进展,并对今后的发展提出了建议。实现定量测量的标定方法主要有采样法、LⅡ结合消光法(Light Extinction Method,LEM)和双色法LⅡ(2-Color Laser Induced Incandesence,2C-LⅡ),其中2C-LⅡ因实现相对简单,可以在线实时标定,因此在国内外获得了较大的发展。本文通过总结国内外LⅡ技术在测量碳烟方面的研究成果,希望让国内同行了解该方法的研究现状以及该方法在揭示碳烟生成氧化机理方面的重要作用,为其今后的发展提供一些参考。
  • 图  1  碳烟粒子能量平衡示意图

    Figure  1.  Energy balance schematic of soot particle

    图  2  实验装置示意图

    Figure  2.  Schematic diagram of experimental set-up

    图  3  LII-LIF测试系统示意图

    Figure  3.  Schematic diagram of LII-LIF test system

    图  4  不同燃料碳烟体积分数分布

    Figure  4.  Soot volume fraction distribution of different fuels

    图  5  高温高压环境下LII-LEM测试系统示意图

    Figure  5.  Schematic diagram of LII-LEM measurement system in a high pressure and high temperature environment

    图  6  实验装置示意图

    Figure  6.  Schematic diagram of experimental set-up

    图  7  火焰内碳烟体积分数分布

    Figure  7.  Soot volume fraction distribution in flame

    图  8  实验系统示意图

    Figure  8.  Schematic diagram of experimental system

    图  9  不同燃料碳烟体积分数分布

    Figure  9.  Soot volume fraction distribution of different fuels

    图  10  不同曲轴转角时缸内炽光分布

    Figure  10.  Incandescence distribution in cylinder at different crank angles

    图  11  不同喷油压力下碳烟体积分数的二维分布

    Figure  11.  Soot volume fraction distribution under different injection pressure

    图  12  不同火焰轴线高度下的碳烟粒径

    Figure  12.  Soot particle diameter at different heights of flame axis

    图  13  CO2不同掺混比下的碳烟体积分数

    Figure  13.  Soot volume fraction with different blending ratios of CO2

    图  14  碳烟粒径分布范围

    Figure  14.  Distribution range of soot particle diameter

    图  15  醇类结构对碳烟浓度的统计结果

    Figure  15.  Accumulation of soot concentration with different alcohol structures

    图  16  醇类结构粒径分布的影响

    Figure  16.  Soot particle diameterdistribution with different alcohol structures

  • [1] 何旭, 马骁, 王建昕. 光学诊断在柴油机缸内碳烟测试中的应用[J]. 车用发动机, 2007 (3): 8-13. http://www.cnki.com.cn/Article/CJFDTOTAL-CYFD200703001.htm

    He X, Ma X, Wang J X. Optical diagnostics for soot measurement in the cylinder of diesel engine[J]. Vehicle Engine, 2007 (3): 8-13. http://www.cnki.com.cn/Article/CJFDTOTAL-CYFD200703001.htm
    [2] 岳宗宇. 基于激光诱导炽光法的碳烟测量方法研究[D]. 天津: 天津大学, 2012.

    Yue Z Y. Investigation on measurement of soot by laser-induced incandescence (LⅡ)[D]. Tianjin: Tianjin University, 2012.
    [3] Weeks R W, Duley W W. Aerosol-particle sizes from light emission during excitation by TEA CO2 laser pulses[J]. Journal of Applied Physics, 1974, 45 (10): 4661-4662. doi: 10.1063/1.1663111
    [4] Eckbreth A C. Effects of laser-modulated particle incandescence on Raman scattering diagnostics[J]. Appl Phys, 1977, 48 (11): 4473-4479. doi: 10.1063/1.323458
    [5] Dec J E, Loye A O, Siebers D L. Soot distribution in a D. I. diesel engine using 2-D laser-induced incandescence imaging[C]. SAE 910224, 1991.
    [6] Melton A L. Soot diagnostics based on laser heating[J]. Appl Optics, 1984, 23 (13): 2201-2208. doi: 10.1364/AO.23.002201
    [7] Dasch C J. New soot diagnostics in flames based on laser vaporization of soot[C]. Proceedings of the Twentieth Symposium (International) on Combustion, 1984: 1231-1237.
    [8] Hofeldt D L. Real-time soot concentration measurement technique for engine exhaust streams[C]. SAE 930079, 1993.
    [9] Liu F, Stagg B J, Snelling D R, et al. Effects of primary soot particle size distribution on the temperature of soot particles heated by a nanosecond pulsed laser in an atmospheric laminar diffusion flame[J]. International Journal of Heat and Mass Transfer, 2006, 46: 777-788. https://www.researchgate.net/publication/222933724_Effects_of_primary_soot_particle_size_distribution_on_the_temperature_of_soot_particles_heated_by_a_nanosecond_pulsed_laser_in_an_atmospheric_laminar_diffusion_flame
    [10] Liu F, Yang M, Hill F A, et al. Influence of polydisperse distributions of both primary particle and aggregate size on soot temperature in low-fluence LⅡ[J]. Applied Physics B Lasers and Optics, 2006, 83: 383-395. doi: 10.1007/s00340-006-2196-z
    [11] Bladh H, Bengtsson P, Characteristics of laser-induced incandescence from soot in studies of a time-dependent heat-and mass-transfer model[J]. Applied Physics B, 2004, 78: 241-248. doi: 10.1007/s00340-003-1362-9
    [12] Bladh H, Bengtsson P, J Delhay Y, et al. Experimental and theoretical comparison of spatially resolved laser-induced incandescence (LⅡ) signals of soot in backward and right-angle configuration[J]. Applied Physics B, 2006, 83: 423-433. doi: 10.1007/s00340-006-2197-y
    [13] Bladh H, Johnsson J, Bengtsson P. On the dependence of the laser- induced incandescence (LⅡ) signal on soot volume fraction for variations in particle size[J]. Applied Physics B, 2008, 90: 109-125. doi: 10.1007/s00340-007-2826-0
    [14] Michelsen H A. Understanding and predicting the temporal response of laser-induced incandescence from carbonaceous particles[J]. Journal of Chemical Physics, 2003, 118 (15): 7012-7045. doi: 10.1063/1.1559483
    [15] Fengshan L, Smallwood G J. Relationship between soot volume fraction and LⅡ signal in AC-LⅡ: effect of primary soot particle diameter polydispersity[J]. Applied Physics B, 2013, 112: 307-319. doi: 10.1007/s00340-012-5330-0
    [16] Bejaoui S, Batut S, Therssen E, et al. Measurements and modeling of laser-induced incandescence of soot at different heights in a flat premixed flame[J]. Applied Physics B, 2015, 118: 449-469. https://www.researchgate.net/publication/273328308_Measurements_and_modeling_of_laser-induced_incandescence_of_soot_at_different_heights_in_a_flat_premixed_flame
    [17] 王飞, 严建华, 马增益, 等. 运用激光诱导发光法测量碳黑粒子浓度的模拟计算[J]. 中国电机工程学报, 2006, 26 (7): 6-11. http://www.cnki.com.cn/Article/CJFDTOTAL-ZGDC200607001.htm

    Wang F, Yan J H, Ma Z Y, et al. Simulation on soot concentration measurement with laser induced incandescence[J]. Proceedings of the CSEE, 2006, 26 (7): 6-11. http://www.cnki.com.cn/Article/CJFDTOTAL-ZGDC200607001.htm
    [18] 何旭, 李红梅, 郑亮, 等. 激光诱导炽光技术测试过程的数值模拟[J]. 北京理工大学学报, 2012, 32 (10): 1048-1053. http://www.cnki.com.cn/Article/CJFDTOTAL-BJLG201210012.htm

    He X, Li H M, Zheng L, et al. Numerical simulation of the process of laser induced incandescence[J]. Transactions of Beijing Institute of Technology, 2012, 32 (10): 1048-1053. http://www.cnki.com.cn/Article/CJFDTOTAL-BJLG201210012.htm
    [19] Dec J E, Espey C. Ignition and early soot formation in a DI diesel engine using multiple 2-D imaging diagnostics[C]. SAE Paper 950456, 1995.
    [20] Dec J E. A conceptual model of DI diesel combustion based on laser-sheet imaging[C]. SAE Paper 970873, 1997.
    [21] Dec J E, Kelly-Zion P L. The Effects of injection timing and diluent addition on late-combustion soot burnout in a DI diesel engine based on simultaneous 2-D imaging of OH and soot[C]. SAE Paper 2000-01-0238, 2000.
    [22] 田波, 顾晨, 田志松, 等. 预混合乙烯火焰生成物相对浓度的激光诊断[J]. 现代车用动力, 2012 (2): 20-24. http://www.cnki.com.cn/Article/CJFDTOTAL-XDCY201202004.htm

    Tian B, Gu C, Tian Z S, et al. Laser diagnosis on concentration of soot particles and their precursors in premixed ethylene flames[J]. Modern Vehicle Power, 2012 (2): 20-24. http://www.cnki.com.cn/Article/CJFDTOTAL-XDCY201202004.htm
    [23] 陈亮, 成晓北, 颜方沁, 等. 基于激光诱导炽光法的柴油喷雾燃烧碳烟生成特性[J]. 内燃机学报, 2012, 30 (5): 730-736. http://www.cnki.com.cn/Article/CJFDTOTAL-NRJX201205001.htm

    Chen L, Cheng X B, Yan F Q, et al. Characteristic of diesel spray combustion and soot formation using laser-induced incandescence[J]. Transaction of CSICE, 2012, 30 (5): 730-736. http://www.cnki.com.cn/Article/CJFDTOTAL-NRJX201205001.htm
    [24] 陈亮. 柴油燃料燃烧碳烟颗粒生成机理与演变规律的试验和数值研究[D]. 武汉: 华中科技大学, 2013.

    Chen L. Experimental and numerical study on the formation mechanism and evolution of soot particles in diesel fuel combusion process[D]. Wuhan: Huazhong University of Science and Technology, 2013.
    [25] Cheng X B, Chen L, Yan F Q, et al. Study of the characteristic of diesel spray combustion and soot formation using laser-induced incandescence (LⅡ)[J]. Journal of the Energy Institute, 2013, 87 (4): 383-392. https://www.researchgate.net/publication/262880104_Study_of_the_characteristic_of_diesel_spray_combustion_and_soot_formation_using_laser-induced_incandescence_LII
    [26] Snelling D R, Thomson K A, Smallwood G J, et al. Spectrally resolved measurement of flame radiation to determine soot temperature and concentration[J]. AIAA Journal, 2002, 40 (9): 1789-1795. doi: 10.2514/2.1855
    [27] Greis A E, Grünefeld G. Quantitative measurements of the soot distribution in a realistic common rail D. I. diesel engine[C]. 11th Int Symposium on Applications of Laser Techniques to Fluid Mechanics, Lisbon, 2002.
    [28] 郑亮. 用激光诱导炽光法研究燃烧过程中的碳烟生成特性[D]. 北京: 清华大学, 2014.

    Zheng L. Research on soot formation characteristics in combustion process[D]. Beijing: Tsinghua University, 2014.
    [29] Pinson J A, Mitchell D L, Santoro R J. Quantitative, planar soot measurements in a D. I. diesel engine using laser-induced incandescence and light scattering[C]. SAE 932650, 1993.
    [30] De Francqueville L, Bruneaux G, Thirouard B. Soot volume fraction measurements in a gasoline direct injection engine by combined laser induced incandescence and laser extinction method[J]. SAE International Journal of Engine, 2010, 3 (1): 163-182. doi: 10.4271/2010-01-0346
    [31] Pastor J V, García-Oliver J M, García A, et al. Application of optical diagnostics to the quantification of soot in n-alkane flames under diesel conditions[J]. Combustion and Flame, 2016, 164: 212-223. doi: 10.1016/j.combustflame.2015.11.018
    [32] 郑亮, 肖国炜, 王建昕, 等. 正庚烷喷雾扩散火焰中碳烟体积分数的定量测量[J]. 内燃机学报, 2014, 32 (1): 14-19. http://www.cnki.com.cn/Article/CJFDTOTAL-NRJX201401003.htm

    Zheng L, Xiao G W, Wang J X, et al. Quantitative measurement of soot concentration in n-heptane fuel jets[J]. Transaction of CSICE, 2014, 32 (1): 14-19. http://www.cnki.com.cn/Article/CJFDTOTAL-NRJX201401003.htm
    [33] Zheng L, Ma X, Wang Z, et al. An optical study on liquid-phase penetration, flame lift-off location and soot volume fraction distribution of gasoline-diesel blends in a constant volume vessel[J]. Fuel, 2015, 139: 365-373. doi: 10.1016/j.fuel.2014.09.009
    [34] 潘振艳. 复杂介质中超细含碳微粒的激光测量实验研究[D]. 杭州: 浙江大学, 2013.

    Pan Z Y. Laser measurement experiment research of the ultrafine carbon particles in the complex medium[D]. Hangzhou: Zhejiang University, 2013.
    [35] 陈玲红, 吴法, 王勇, 等. 基于时域激光诱导辐射确定湍流火焰烟黑粒径[J]. 浙江大学学报 (工学版), 2010, 44 (11): 2169-2172. http://www.cnki.com.cn/Article/CJFDTOTAL-ZDZC201011024.htm

    Chen L H, Wu F, Wang Y, et al. The size determination of soot particle in turbulent flame based on time-resolved laser-induced emission[J]. Journal of Zhejiang University (Engineering Science), 2010, 44 (11): 2169-2172. http://www.cnki.com.cn/Article/CJFDTOTAL-ZDZC201011024.htm
    [36] 左磊. 复杂介质中PM2.5的激光测量研究[D]. 杭州: 浙江大学, 2014.

    Zuo L. Laser measurement research of PM2.5 in the complex medium[D]. Hangzhou: Zhejiang University, 2014.
    [37] Smallwood G J, Clavel D, Gareau D, et al. Concurrent quantitative laser-induced incandescence and SM PS measurements of EGR effects on particulate emissions from a TDI diesel engine[C]. SAE Paper 2002-01-2715, 2002.
    [38] Snelling D R, Smallwood G J, Liu F, et al. A calibration-independent laser-induced incandescence technique for soot measurement by detecting absolute light intensity[J]. Applied Optics, 2005, 44 (31): 6773-6785. doi: 10.1364/AO.44.006773
    [39] Boiarciuc A, Foucher F, Rousselle C M. Soot volume fractions and primary particle size estimate by means of the simultaneous two-color-time-resolved and 2D laser-induced incandescence[J]. Applied Physics B, 2006, 83: 413-421. doi: 10.1007/s00340-006-2236-8
    [40] Aronsson U, Chartier C, Andersson Ö, et al. Analysis of EGR effects on the soot distribution in a heavy duty diesel engine using time-resolved laser induced incandescence[J]. SAE International Journal of Engines, 2010, 3 (2): 137-155. doi: 10.4271/2010-01-2104
    [41] Maffi S, Iuliis S D, Cignoli F, et al. Investigation on thermal accommodation coefficient and soot absorption function with two-color Tire-LⅡ technique in rich premixed flames[J]. Applied Physics B, 2011, 104: 357-366.
    [42] Bladh H, Johnsson J, Olofsson N E, et al. Optical soot characterization using two-color laser-induced incandescence (2C-LⅡ) in the soot growth region of a premixed flat flame[J]. Proceedings of the Combustion Institute, 2011, 33: 641-648. doi: 10.1016/j.proci.2010.06.166
    [43] 王宇, 姚强, 何旭, 等. 用激光诱导可见光法测量电场影响下火焰碳烟颗粒浓度的分布变化[J]. 中国电机工程学报, 2008, 28 (8): 34-39. http://www.cnki.com.cn/Article/CJFDTOTAL-ZGDC200808007.htm

    Wang Y, Yao Q, He X, et al. Electric field control of soot distribution in flames using laser-induced incandescence[J]. Proceedings of the CSEE, 2008, 28 (8): 34-39. http://www.cnki.com.cn/Article/CJFDTOTAL-ZGDC200808007.htm
    [44] 何旭, 马骁, 王建昕. 用激光诱导炽光法定量测量火焰中的碳烟浓度[J]. 燃烧科学与技术, 2009, 15 (4): 344-349. http://www.cnki.com.cn/Article/CJFDTOTAL-RSKX200904012.htm

    He X, Ma X, Wang J X. Quantitative soot concentration measurement of flame by laser induced incandescence[J]. Journal of Combustion Science and Technology, 2009, 15 (4): 344-349. http://www.cnki.com.cn/Article/CJFDTOTAL-RSKX200904012.htm
    [45] 何旭, 马骁, 吴复甲, 等. 基于激光诊断的生物柴油碳烟生成特性研究[J]. 内燃机工程, 2009, 30 (1): 1-5. http://www.cnki.com.cn/Article/CJFDTOTAL-NRJG200901002.htm

    He X, Ma X, Wu F J, et al. Investigation on the soot formation of biodiesel fuel by laser diagnostics[J]. Chinese Internal Combustion Engine Engineering, 2009, 30 (1): 1-5. http://www.cnki.com.cn/Article/CJFDTOTAL-NRJG200901002.htm
    [46] 张鹏. 生物质含氧燃料对碳烟生成影响的光学诊断研究[D]. 天津: 天津大学, 2014.

    Zhang P. Investigation of the effects of biomass oxygenated additives on soot emission with optical diagnosis[D]. Tianjin: Tianjin University, 2014.
    [47] 唐青龙, 张鹏, 刘海峰, 等. 利用激光诱导炽光法定量测量柴油机缸内燃烧过程碳烟体积分数[J]. 物理化学学报, 2015, 31 (5): 980-988. http://www.cnki.com.cn/Article/CJFDTOTAL-WLHX201505023.htm

    Tang Q L, Zhang P, Liu H F, et al. Quantitative measurements of soot volume fractions in diesel engine using laser-induced incandescence method[J]. Acta Physico-Chimica Sinica, 2015, 31 (5): 980-988. http://www.cnki.com.cn/Article/CJFDTOTAL-WLHX201505023.htm
    [48] Will S, Schraml S, Leipertz A. Two-dimensional soot-particle sizing by time-resolved laser induced incandescence[J]. Optics Letters, 1995, 20 (22): 2342-2344. doi: 10.1364/OL.20.002342
    [49] Roth P, Filippov A V. In situ ultrafine particle sizing by a combination of pulsed laser heat up and particle thermal emission[J]. Journal of Aerosol Science, 1996, 27 (1): 95-104. doi: 10.1016/0021-8502(95)00531-5
    [50] Mews B, Seitzman J M. Soot volume fraction and particle size measurements with laser-induced incandescence[J]. Applied Optics, 1997, 36 (3): 709-717. doi: 10.1364/AO.36.000709
    [51] Menkiel B, Donkerbroek A, Uitz R, et al. Measurement of in-cylinder soot particles and their distribution in an optical HSDI diesel engine using time resolved laser induced incandescence (TR-LⅡ)[J]. Combustion and Flame, 2012, 159: 2985-2998. doi: 10.1016/j.combustflame.2012.03.008
    [52] Reimann J, Kuhlmann S A, Will S. Improvement in soot concentration measurements by laser-induced incandescence (LⅡ) through a particle size correction[J]. Combustion and Flame, 2008, 153: 650-654. doi: 10.1016/j.combustflame.2008.03.021
    [53] Goulay F, Schrader P E, Nemes L, et al. Photochemical interferences for laser-induced incandescence of flame-generated soot[J]. Proceedings of the Combustion Institute, 2009, 32 (1): 963-970. doi: 10.1016/j.proci.2008.05.030
    [54] 李红梅. 激光诱导炽光技术用于碳烟粒径测试的研究[D]. 北京: 北京理工大学, 2013.

    Li H M. Study on the measurement of soot particle size by laser induced incandescence[D]. Beijing: Beijing Institute of Technology, 2013.
    [55] 李红梅, 何旭, 郑亮, 等. 激光诱导炽光技术用于碳烟粒径测试的研究[J]. 工程热物理学报, 2013, 34 (7): 1389-1392. http://www.cnki.com.cn/Article/CJFDTOTAL-GCRB201307046.htm

    Li H M, He X, Zheng L, et al. Study on the measurement of soot particle size by laser induced incandescence[J]. Journal of Engineering Thermophysics, 2013, 34 (7): 1389-1392. http://www.cnki.com.cn/Article/CJFDTOTAL-GCRB201307046.htm
    [56] 岳宗宇, 张鹏, 陈贝凌, 等. 激光诱导炽光法定量测量碳烟[J]. 燃烧科学与技术, 2013, 19 (5): 434-443. http://www.cnki.com.cn/Article/CJFDTOTAL-RSKX201305009.htm

    Yue Z Y, Zhang P, Chen B L, et al. Quantitative measurement of soot particle by laser-induced incandescence[J]. Journal of Combustion Science and Technology, 2013, 19 (5): 434-443. http://www.cnki.com.cn/Article/CJFDTOTAL-RSKX201305009.htm
    [57] 张鹏, 刘海峰, 陈贝凌, 等. 掺混含氧燃料的柴油替代物部分预混火焰中多环芳香烃的荧光光谱和碳烟浓度[J]. 物理化学学报, 2015, 31 (1): 32-40. http://www.cnki.com.cn/Article/CJFDTOTAL-WLHX201501006.htm

    Zhang P, Liu H F, Chen B L, et al. Concentration in partially premixed flames of diesel surrogate containing oxygenated additives[J]. Acta Physico-Chimica Sinica, 2015, 31 (1): 32-40. http://www.cnki.com.cn/Article/CJFDTOTAL-WLHX201501006.htm
    [58] 张鹏, 刘海峰, 陈贝凌, 等. 协流部分预混燃烧器设计及激光诊断测量[J]. 燃烧科学与技术, 2015, 21 (2): 157-164. http://www.cnki.com.cn/Article/CJFDTOTAL-RSKX201502010.htm

    Zhang P, Liu H F, Chen B L, et al. Design of co-flow partially premixed burner and laser diagnostic measurements[J]. Journal of Combustion Science and Technology, 2015, 21 (2): 157-164. http://www.cnki.com.cn/Article/CJFDTOTAL-RSKX201502010.htm
    [59] 高永利, 何旭, 李红梅, 等. 激光能量密度对激光诱导炽光技术测试碳烟粒径的影响[J]. 红外与激光工程, 2014, 43 (8): 2425-2430. http://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201408006.htm

    Gao Y L, He X, Li H M, et al. Impact of laser fluence on test of soot particle size by laser induced incandescence[J]. Infrared and Lased Engineering, 2014, 43 (8): 2425-2430. http://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201408006.htm
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出版历程
  • 收稿日期:  2016-06-27
  • 修回日期:  2016-08-05
  • 刊出日期:  2017-02-25

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