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基于MOVES的车辆排放因子测试

黄文伟 强明明 孙龙林 张欣

黄文伟, 强明明, 孙龙林, 张欣. 基于MOVES的车辆排放因子测试[J]. 交通运输工程学报, 2017, 17(1): 140-148.
引用本文: 黄文伟, 强明明, 孙龙林, 张欣. 基于MOVES的车辆排放因子测试[J]. 交通运输工程学报, 2017, 17(1): 140-148.
HUANG Wen-wei, QIANG Ming-ming, SUN Long-lin, ZHANG Xin. Emission factor measurement of vehicles based on MOVES[J]. Journal of Traffic and Transportation Engineering, 2017, 17(1): 140-148.
Citation: HUANG Wen-wei, QIANG Ming-ming, SUN Long-lin, ZHANG Xin. Emission factor measurement of vehicles based on MOVES[J]. Journal of Traffic and Transportation Engineering, 2017, 17(1): 140-148.

基于MOVES的车辆排放因子测试

基金项目: 

国家自然科学基金项目 51478045

深圳市科技计划项目 JCYJ20140702172114468

详细信息
    作者简介:

    黄文伟(1968-), 男, 广东梅州人, 深圳职业技术学院教授, 北京交通大学工学博士研究生, 从事机动车尾气排放控制研究

    张欣(1959-), 女, 湖北天门人, 北京交通大学教授, 工学博士

  • 中图分类号: U491.92

Emission factor measurement of vehicles based on MOVES

More Information
    Author Bio:

    HUANG Wen-wei(1968-), male, professor, doctoral student, +86-755-26731253, ww6809@szpt.edu.cn

    ZHANG Xin(1959-), female, professor, PhD, +86-10-51688404, zhangxin@bjtu.edu.cnzhangxin@bjtu.edu.cn

  • 摘要: 应用机动车排放模拟器(MOVES) 的微观层次对车辆的排放因子进行了数值模拟, 采用便携式排放测试系统对试验车辆进行实际道路尾气排放测试, 基于测试结果从排放因子角度对MOVES输出的模拟值进行验证。分析结果表明: 在城市快速路上, 大型货车CO2、CO、NOx、HC、PM排放因子的模拟值与实测值的比值分别为1.40、0.72、1.01、1.05、1.05;在城市主干道上, 大型货车CO、NOx、HC排放因子的模拟值与实测值的比值分别为0.70、1.07、1.07, 而CO2和PM排放因子的模拟值与实测值的比值分别为1.63和2.12;在城市高速路上, 小型客车HC排放因子的模拟值与实测值的比值仅为0.34, 而CO2、CO、NOx排放因子的模拟值与实测值接近, 其模拟值与实测值的比值分别为1.22、1.05、0.86;在城市主干道上, 小型客车CO2和NOx排放因子的模拟值与实测值接近, 其模拟值与实测值的比值分别为1.20和1.10, 而CO和HC排放因子的模拟值与实测值的比值分别为2.25和0.53。测试结果在一定程度上反映了MOVES预测车辆排放因子的准确性, 表明使用MOVES模拟机动车排放因子时, 需要对相应参数进行修正, 才能更加真实地反映机动车排放水平。

     

  • 图  1  车载测试系统

    Figure  1.  Vehicle-carrying measurement system

    图  2  兴海大道高架桥的测试路线

    Figure  2.  Xinghai Road Viaduct test line

    图  3  月亮湾大道的测试路线

    Figure  3.  Yueliangwan Road test line

    图  4  南光高速的测试路线

    Figure  4.  Nanguang Expressway test line

    图  5  深南大道的测试路线

    Figure  5.  Shennan Road test line

    图  6  CO2排放因子的模拟值与实测值对比

    Figure  6.  Comparison of simulated emission factors and actual ones of CO2

    图  7  CO排放因子的模拟值与实测值的对比

    Figure  7.  Comparison of simulated emission factors and actual ones of CO

    图  8  NOx排放因子的模拟值与实测值的对比

    Figure  8.  Comparison of simulated emission factors and actual ones of NOx

    图  9  HC排放因子的模拟值与实测值的对比

    Figure  9.  Comparison of simulated emission factors and actual ones of HC

    图  10  PM排放因子的模拟值与实测值的对比

    Figure  10.  Comparison of simulated emission factors and actual ones of PM

    表  1  不同层次下的输入数据

    Table  1.   Input data at different levels

    下载: 导出CSV

    表  2  测试工况

    Table  2.   Test conditions

    下载: 导出CSV

    表  3  试验车辆参数

    Table  3.   Parameters of test vehicles

    下载: 导出CSV

    表  4  实测平均排放因子

    Table  4.   Measured average emission factors

    下载: 导出CSV

    表  5  中国常用车型与MOVES车型的匹配

    Table  5.   Matching of Chinese usual vehicle types and MOVES vehicle types

    下载: 导出CSV

    表  6  MOVES输入参数

    Table  6.   Input parameters of MOVES

    下载: 导出CSV

    表  7  MOVES预测的平均排放因子

    Table  7.   Average emission factors predicted by MOVES

    下载: 导出CSV
  • [1] 郝艳召, 邓顺熙, 邱兆文, 等. 机动车非尾气颗粒物排放研究[J]. 汽车工程, 2015, 37 (2): 145-154. https://www.cnki.com.cn/Article/CJFDTOTAL-QCGC201502004.htm

    HAO Yan-zhao, DENG Shun-xi, QIU Zhao-wen, et al. A research on the non-exhaust particulate emissions of motor vehicles[J]. Automotive Engineering, 2015, 37 (2): 145-154. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-QCGC201502004.htm
    [2] CHAN T L, NING Z. On-road remote sensing of diesel vehicle emissions measurement and emission factors estimation in Hong Kong[J]. Atmospheric Environment, 2005, 39 (36): 6843-6856. doi: 10.1016/j.atmosenv.2005.07.048
    [3] 王文, 于雷, 刘娟, 等. 中巴车实测排放因子和MOBILE6预测值的对比分析[J]. 交通环保, 2005, 26 (3): 40-43. https://www.cnki.com.cn/Article/CJFDTOTAL-JTHB200503012.htm

    WANG Wen, YU Lei, LIU Juan, et al. Comparison and analysis of mini-bus real-world emission factors and forecasting results of MOBILE6[J]. Environmental Protection in Transportation, 2005, 26 (3): 40-43. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-JTHB200503012.htm
    [4] WALLACE H W, JOBSON B T, ERICKSON M H, et al. Comparison of wintertime CO to NOxratios to MOVES and MOBILE6.2on-road emissions inventories[J]. Atmospheric Environment, 2012, 46 (63): 289-297.
    [5] VALLAMSUNDAR S, LIN J. Using MOVES and AERMOD models for PM2.5conformity hot-spot air quality modeling[C]//TRB. TRB 2012Annual Meeting. Washington DC: TRB, 2012: 1-17.
    [6] 黄冠涛. 基于MOVES的微观层次交通排放评价[D]. 北京: 北京交通大学, 2011.

    HUANG Guan-tao. Evaluation of traffic emissions at microscopic level based on MOVES[D]. Beijing: Beijing Jiaotong University, 2011. (in Chinese).
    [7] 陈瑞华. 基于MOVES的关中地区机动车PM2.5排放因子的研究[D]. 西安: 长安大学, 2014.

    CHEN Rui-hua. Study on the emission factors of PM2.5from motor vehicles in Guanzhong region based on MOVES[D]. Xi'an: Chang'an University, 2014. (in Chinese).
    [8] 强彦雯, 单春艳. 机动车PM2.5排放模型及其在中国的应用[J]. 南开大学学报: 自然科学版, 2013, 46 (6): 41-47. https://www.cnki.com.cn/Article/CJFDTOTAL-NKDZ201306007.htm

    QIANG Yan-wen, SHAN Chun-yan. Vehicular emission models of particulate matter and their application in China[J]. Acta Scientiarum Naturalium Universitaties Nankaiensis, 2013, 46 (6): 41-47. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-NKDZ201306007.htm
    [9] 郭园园, 曹罡, 朱荣淑. 基于深圳本土化MOVES模型微观层次敏感性分析[J]. 交通信息与安全, 2015, 33 (2): 116-123. https://www.cnki.com.cn/Article/CJFDTOTAL-JTJS201502020.htm

    GUO Yuan-yuan, CAO Gang, ZHU Rong-shu. A micro level sensitivity analysis of Shenzhen-localized MOVES model[J]. Journal of Transportation Information and Safety, 2015, 33 (2): 116-123. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-JTJS201502020.htm
    [10] U. S. Environmental Protection Agency (EPA). User's guide to MOVES2014: motor vehicle emission simulator[R]. Washington DC: U. S. EPA, 2014.
    [11] 杨凯茜. 西安市机动车尾气排放量化模拟研究[D]. 西安: 长安大学, 2015.

    YANG Kai-xi. The study of Xi'an motor vehicle exhaust emission quantitative simulation[D]. Xi'an: Chang'an University, 2015. (in Chinese).
    [12] 胡京南, 郝吉明, 傅立新, 等. 机动车排放车载实验及模型模拟研究[J]. 环境科学, 2004, 25 (3): 19-25. https://www.cnki.com.cn/Article/CJFDTOTAL-HJKZ200403003.htm

    HU Jing-nan, HAO Ji-ming, FU Li-xin, et al. Study on onboard measurements and modeling of vehicular emissions[J]. Environmental Science, 2004, 25 (3): 19-25. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-HJKZ200403003.htm
    [13] POKHAREL S, BISHOP G A, STEDMAN D H. An on-road motor vehicle emissions inventory for Denver: an efficient alternative to modeling[J]. Atmospheric Environment, 2002, 36 (33): 5177-5184. doi: 10.1016/S1352-2310(02)00651-9
    [14] 董红召, 徐勇斌, 陈宁. 基于IVE模型的杭州市机动车实际行驶工况下排放因子的研究[J]. 汽车工程, 2011, 33 (12): 1034-1038. https://www.cnki.com.cn/Article/CJFDTOTAL-QCGC201112007.htm

    DONG Hong-zhao, XU Yong-bin, CHEN Ning. A research on the vehicle emission factors of real world driving cycle in Hangzhou City based on IVE model[J]. Automotive Engineering, 2011, 33 (12): 1034-1038. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-QCGC201112007.htm
    [15] HEIDARI B, MARR L C. Real-time emissions from construction equipment compared with model predictions[J]. Journal of the Air and Waste Management Association, 2015, 65 (2): 115-125.
    [16] 高继东. 城市机动车道路排放因子和排放特性研究[D]. 天津: 天津大学, 2008.

    GAO Ji-dong. Study on the on-road emission factor and characteristic of urban vehicles[D]. Tianjin: Tianjin University, 2008. (in Chinese).
    [17] PANT P, HARRISON R M. Estimation of the contribution of road traffic emissions to particulate matter concentrations from filed measurements: a review[J]. Atmospheric Environment, 2013, 47 (77): 78-97.
    [18] 闫志强. 我国车辆分类方法和标准研究与分析[D]. 大连: 大连理工大学, 2014.

    YAN Zhi-qiang. Research and analysis on vehicle classification method and standardization[D]. Dalian: Dalian University of Technology, 2014. (in Chinese).
    [19] 郝勇, 孙健, 王启峰, 等. 重型车用柴油机排放法规及技术路线综述[J]. 内燃机与动力装置, 2009 (3): 51-55. https://www.cnki.com.cn/Article/CJFDTOTAL-SDNR200903012.htm

    HAO Yong, SUN Jian, WANG Qi-feng, et al. Review on emission regulations and technical routes about heavy-duty vehicle diesel engine[J]. Internal Combustion Engine and Powerplant, 2009 (3): 51-55. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-SDNR200903012.htm
    [20] ASKIN A C, BARTER G E, WEST T H, et al. The heavyduty vehicle future in the United States: aparametric analysis of technology and policy tradeoffs[J]. Energy Policy, 2015, 81: 1-13.
    [21] LIU Bin, FREY H C. Variability in light-duty gasoline vehicle emission factors from trip-based real-world measurements[J]. Environmental Science and Technology, 2015, 49 (20): 12525-12534.
    [22] DAVIS M E, SMITH T J, LADEN F, et al. Modeling particulate exposure in U. S. trucking terminals[J]. Environmental Science and Technology, 2006, 40 (13): 4226-4232.
    [23] 帅石金, 唐韬, 赵彦光, 等. 柴油车排放法规及后处理技术的现状与展望[J]. 汽车安全与节能学报, 2012, 3 (3): 200-217. https://www.cnki.com.cn/Article/CJFDTOTAL-QCAN201203003.htm

    SHUAI Shi-jin, TANG Tao, ZHAO Yan-guang, et al. State of the art and outlook of diesel emission regulations and aftertreatment technologies[J]. Journal of Automotive Safety and Energy, 2012, 3 (3): 200-217. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-QCAN201203003.htm
    [24] 王猛, 刘宪, 冯雪, 等. 北京市在用轻型汽油车排放研究[J]. 汽车工程, 2014, 36 (1): 74-76. https://www.cnki.com.cn/Article/CJFDTOTAL-QCGC201401017.htm

    WANG Meng, LIU Xian, FENG Xue, et al. An investigation into the emission of in-use light gasoline vehicles in Beijing[J]. Automotive Engineering, 2014, 36 (1): 74-76. (in Chinese). https://www.cnki.com.cn/Article/CJFDTOTAL-QCGC201401017.htm
    [25] HUO Hong, YAO Zhi-liang, ZHANG Ying-zhi, et al. Onboard measurements of emissions from diesel trucks in five cities in China[J]. Atmospheric Environment, 2012, 46 (54): 159-167.
    [26] HATZOPOULOU M, MILLER E J. Linking an activity-based travel demand model with traffic emission and dispersion models: transport's contribution to air pollution in Toronto[J]. Transportation Research Part D: Transport and Environment, 2010, 15 (6): 315-325.
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出版历程
  • 收稿日期:  2016-07-11
  • 刊出日期:  2017-02-25

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