大气与环境光学学报 ›› 2026, Vol. 21 ›› Issue (1): 179-190.doi: 10.3969/j.issn.1673-6141.2026.01.013

• 污染源超低排放监测技术 • 上一篇    

基于真实工况的混动车实际道路测试与排放特征研究(特邀)

仲崇智 1, 罗明婧 1, 曾万华 1, 解骐远 1*, 郑轩 2   

  1. 1 中汽研汽车检验中心 (广州) 有限公司排放节能试验研究部, 广东 广州 511340; 2 深圳大学化学与环境工程学院, 广东 深圳 518000
  • 收稿日期:2025-01-14 修回日期:2025-04-11 出版日期:2026-01-28 发布日期:2026-02-02
  • 通讯作者: E-mail: xieqiyuan@catarc.ac.cn E-mail:xieqiyuan@catarc.ac.cn
  • 作者简介:仲崇智 (1986- ), 黑龙江密山人, 硕士, 高级工程师, 主要从事机动车排放与节能技术方面的研究。E-mail: zhongchongzhi@catarc.ac.cn
  • 基金资助:
    国家自然科学基金 (42261160645, 51978404)

Research on real-world driving tests and emission characteristics of hybrid vehicles under actual operating conditions

ZHONG Chongzhi1, LUO Mingjing1, ZENG Wanhua1, XIE Qiyuan1*, ZHENG Xuan2   

  1. 1 Emission and Energy Conservation Test and Research Department, CATARC Automotive Test Center (Guangzhou) Co., Ltd., Guangzhou 511340, China; 2 College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen 518000, China
  • Received:2025-01-14 Revised:2025-04-11 Online:2026-01-28 Published:2026-02-02

摘要: 在“双碳”背景下, 推动新能源汽车的发展已成为控制大气污染和缓解气候变化的重要措施之一。混合动力 汽车 (以下简称混动车) 凭借其节能方面的优势, 成为汽车产业转型的关键组成部分。因此, 混动车的实际道路排放 特征, 是当前机动车排放研究领域的重点。由于混动车与传统汽油车在驱动系统构成及能量管理策略上存在差异, 其排放特征也有所不同。同时, 实验室法规工况及实际道路排放 (RDE) 测试工况的设置存在一定局限性, 难以完全 反映车辆在城市内道路行驶时的真实排放。针对该问题, 本研究首先使用全球定位系统 (GPS) 设备测试车辆在城市 内道路运行的真实轨迹, 并构建具有代表性的城市真实工况及其微观工况单元分布; 进而利用RDE测试获取车辆在 电量平衡 (CS) 模式下的实际道路瞬态排放速率; 最后, 将RDE测试结果拟合进构建的真实工况, 以评估混动车在城 市道路运行的真实排放。研究结果表明, 构建的真实工况总时长为1800 s, 平均速度为30.24 km/h, 最大速度为 98 km/h。与RDE测试工况相比, 真实工况包含更多道路拥挤和堵塞的情况。在CS模式下, 混动车的一氧化碳 (CO)、 颗粒物数量 (PN) 排放速率峰值在车辆时速为20~50 km/h 的区间, 而氮氧化物 (NOx) 集中在90~110 km/h 区间, 三者 在同一速度区间内的排放均随机动车比功率 (VSP) 的增加而呈上升趋势; 拟合结果显示, CO、NOx和PN的排放因子 分别为194.38 mg/km、10.89 mg/km和4.13×1010 #/km, 其中CO和PN的排放因子高于常规汽油车, 表明混动车在CS模 式下的排放值得关注。

关键词: 混合动力汽车, 行驶工况构建, 微观工况, 污染物排放

Abstract: Objective Human activities have intensified the emission of greenhouse gas CO2, which is one of the important factors contributing to the exacerbation of global warming. To address this challenge, China has proposed a dual carbon strategy goal. In this context, promoting the development of new energy vehicles has become a pivotal strategy for controlling atmospheric pollution and mitigating climate change. Hybrid electric vehicles (HEVs), due to their notable energy-saving advantages, represent an effective pathway for the transformation of automotive industry. As a result, the actual emission characteristics of HEVs have attracted great attention in current research on motor vehicles. Unlike traditional gasoline vehicles, HEVs exhibit distinct emission characteristics due to differences in drive system configurations and energy management strategies. However, regulatory laboratory conditions and real driving emissions (RDE) test protocols have inherent limitations in capturing the full spectrum of vehicle emissions in actual urban driving scenarios. To address this issue, this study employs Global Positioning System (GPS) devices to collect real-world vehicle trajectory data from urban road networks, with a focus on representative urban driving conditions and their micro-condition unit distributions. And then, RDE tests are conducted to measure the real-world emission rates of HEVs operating in charge-sustaining (CS) mode, and their transient emission characteristics are analyzed in detail. Methods Firstly, real-world vehicle trajectory data are collected through GPS. Then, using the method of "short travel division-characteristic parameters calculation-principal component analysis-cluster analysis-correlation coefficient", typical driving cycles are constructed. At the same time, the portable emission measurement system (PEMS) is used to conduct real road emission tests and obtain transient emission rates of HEVs. Finally, by calculating the vehicle specific power (VSP) of HEVs and dividing them into micro operating units, and combing the average emission rate of each unit obtained from testing with the unit time distribution of the real driving cycle constructed, the comprehensive emission factors of the HEVs under real road conditions are calculated. Results and Discussion The total duration of the typical real-world driving cycle constructed in the study is 1800 seconds, with an average speed of 30.24 km/h. Its micro-operation modes show that the proportion of low-speed and idling conditions is prominent, with idling accounting for nearly 25%, indicating frequent traffic congestion on actual roads. The emission test results show that in CS mode, the peak emission rates of carbon monoxide (CO) and particulate number (PN) occur in the low-speed range of 20–50 km/h, while the peak emissions of nitrogen oxides (NOx) are concentrated in the high-speed range of 90–110 km/h. Within the same speed range, the emission rates of the three pollutants all increase with the increase of VSP. By coupling the micro-time distribution of real-world driving cycle with the measured emission rates, the emission factors of CO, NOx, and PN are calculated as 194.38 mg/km, 10.89 mg/km, and 4.13 × 1010 #/km, respectively. Compared with traditional gasoline vehicles of the same emission standard, hybrid electric vehicles do not show significant emission reduction advantages in terms of CO and PN emissions in CS mode. This may be due to the frequent start-stops of engine during driving, resulting in incomplete combustion and reduced working efficiency of the three-way catalytic converter (TWC). Conclusions To investigate the emission characteristics of HEVs under actual road conditions, we construct a typical driving cycle based on real driving data and couple it with RDE tests data to obtain the real emission factors. The results show that the constructed driving cycle reflects congested urban conditions, characterized by a high proportion of low-speed and idling segments, which may increase pollutant emissions. In CS mode, the peak emissions of CO and PN are concentrated in the low-speed range, while those of NOx occur in the high-speed range, and the emission rates of all pollutants increase with the increase of power demand. Compared with the results of other studies, the real emission factors of CO, NOx, and PN obtained through fitting in this work are within a reasonable range. Compared with conventional gasoline vehicles of the same standard, HEVs in CS mode do not show significant advantages in reducing CO and PN emissions, and the frequent start-stop of engine may affect the combustion efficiency and the performance of after-treatment devices. The research results indicate that a more comprehensive evaluation of the emission performance of HEVs under different operating modes is needed.

Key words: hybrid electric vehicles, driving cycle construction, emission characteristics, micro operating condition

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