西北典型炼化园区VOCs浓度特征及来源分析

蔡晓倩, 杨宏, 刘雪婷, 王书苏, 万雨勤, 潘峰

中国环境科学 ›› 2025, Vol. 45 ›› Issue (8) : 4152-4162.

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中国环境科学 ›› 2025, Vol. 45 ›› Issue (8) : 4152-4162.
臭氧污染与控制

西北典型炼化园区VOCs浓度特征及来源分析

  • 蔡晓倩, 杨宏, 刘雪婷, 王书苏, 万雨勤, 潘峰
作者信息 +

Characteristics and source analysis of VOCs concentration in a typical petrochemical parks in Northwest China

  • CAI Xiao-qian, YANG Hong, LIU Xue-ting, WANG Shu-su, WAN Yu-qin, PAN Feng
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摘要

为明确西北典型炼化园区夏季挥发性有机物(VOCs)浓度特征及来源,于2024年6~7月对116种VOCs开展连续监测,得到观测VOCs(MVOCs)浓度,并计算得到初始VOCs(InVOCs)及消耗VOCs(CVOCs)浓度,进而利用正定矩阵因子分解方法(PMF)分析MVOCs、InVOCs来源,利用主成分分析法(PCA)分析CVOCs来源,计算各VOCs来源主因子对臭氧(O3)浓度生成的贡献.结果表明,观测期间观测总挥发性有机物(M-TVOC)和初始总挥发性有机物(In-TVOC)中,含氧VOC(OVOCs)与烷烃的浓度占比均为最高,日变化呈早、晚双峰的特征;消耗总挥发性有机物(C-TVOC)浓度与O3浓度日变化相关性达0.89,其中烯烃、OVOCs浓度占比最高;3种VOCs臭氧生成潜势(OFP)前10位物种均以烯烃和醛类为主;MVOCs和InVOCs来源及排序为:石油化工源>燃烧源>机动车排放源>植物排放源>溶剂使用源,CVOCs来源及排序为:石油化工源(51.1%)>汽油挥发源(26.0%)>植物排放源(18.2%)>溶剂使用源(4.8%);石油化工源是对O3浓度生成的最大贡献源项.研究显示,减少石油化工源、燃烧源、机动车排放源排放是控制该园区周边夏季VOCs的有效措施,而减少石油化工源、溶剂使用源排放则是抑制VOCs排放对O3生成贡献的有效手段.

Abstract

To clarify the concentration characteristics and sources of volatile organic compounds (VOCs) in a typical northwestern petrochemical park during summer, continuous monitoring of 116 VOCs was conducted from June to July 2024. The measured VOC (MVOCs) concentrations were obtained, and the initial VOC (InVOCs) and consumed VOC (CVOCs) concentrations were calculated. Whereafter, the positive matrix factorization (PMF) was used to analyze the sources of MVOCs and InVOCs, the principal component analysis (PCA) was employed to identify the sources of CVOCs, and the contribution of the major factors of each VOC source to ozone (O3) formation was also calculated. The results indicated that during the observation period, oxygenated VOCs (OVOCs) and alkanes exhibited the highest concentration contributions among both the measured total VOCs (M-TVOC) and the initial total VOCs (In-TVOC), with a diurnal variation characterized by bimodal peaks in the morning and evening. The consumed total VOCs (C-TVOC) exhibited a strong correlation (r = 0.89) with the diurnal variation of O3 concentrations, with alkenes and OVOCs being the dominant contributing species. Among the top ten ozone formation potential (OFP) species for all three VOCs categories, alkenes and aldehydes were predominant. .The sources of MVOCs and InVOCs were ranked as follows: petrochemical sources > combustion sources > vehicle emissions > biogenic emissions > solvent utilization sources.. As for CVOCs, the sources were identified aspetrochemical sources (51.1%) > gasoline evaporation (26.0%) > biogenic emissions (18.2%) > solvent utilization sources (4.8%). Among these, petrochemical sources were identified as the largest contributor to O3formation. The results indicated that reducing emissions from petrochemical sources, combustion sources, and vehicle emissions is an effective strategy for controlling summer VOCs around the park. Additionally, cutting emissions from petrochemical sources and solvent utilization sources can significantly decrease the contribution of VOCs to O3 formation.

关键词

VOCs来源 / 新污染物 / PMF / PCA / OFP / SHAP

Key words

VOCs source / new pollutants / PMF / PCA / OFP / SHAP

引用本文

导出引用
蔡晓倩, 杨宏, 刘雪婷, 王书苏, 万雨勤, 潘峰. 西北典型炼化园区VOCs浓度特征及来源分析[J]. 中国环境科学. 2025, 45(8): 4152-4162
CAI Xiao-qian, YANG Hong, LIU Xue-ting, WANG Shu-su, WAN Yu-qin, PAN Feng. Characteristics and source analysis of VOCs concentration in a typical petrochemical parks in Northwest China[J]. China Environmental Science. 2025, 45(8): 4152-4162
中图分类号: X511   

参考文献

[1] 陕西省生态环境厅.2023年陕西省生态环境状况公报[R].西安:陕西省生态环境厅, 2024. Shaanxi Provincial Department of Ecology and Environment. Bulletin on the ecological environment in Shaanxi Province in 2023[R]. Xi ¢an: Shaanxi Provincial Department of Ecology and Environment, 2024.
[2] 甘肃省生态环境厅.2023年甘肃省生态环境状况公报[R].兰州:甘肃省生态环境厅, 2024. Department of Ecology and Environment of Gansu Province. Bulletin of ecological environment in Gansu Province in 2023[R]. Lanzhou: Department of Ecology and Environment of Gansu Province, 2024.
[3] 青海省生态环境厅.2023年青海省生态环境状况公报[R].西宁:青海省生态环境厅, 2024. Department of Ecology and Environment of Qinghai Province. Bulletin of ecological environment in Qinghai Province in 2023[R]. Xining: Department of Ecology and Environment of Qinghai Province, 2024.
[4] 宁夏回族自治区生态环境厅.2023年宁夏生态环境状况公报[R].银川:宁夏回族自治区生态环境厅, 2024. Department of Eco-environment of Ningxia Hui Autonomous Region. Bulletin on eco-environment in Ningxia in 2023[R]. Yinchuan: Department of Eco-environment of Ningxia Hui Autonomous Region, 2024.
[5] Wu Y J, Fan X L, Liu Y, et al. Source apportionment of VOCs based on photochemical loss in summer at a suburban site in Beijing [J]. Atmospheric Environment, 2023,293.
[6] Wang Y, Zhu S Q, Ma J L, et al. Enhanced atmospheric oxidation capacity and associated ozone increases during COVID-19lockdown in the Yangtze River Delta [J]. Science of the Total Environment, 2021,768.
[7] 刘雨婷,杜展霞,张新民,等.鹤壁市臭氧及VOCs污染特征、来源与减排控制策略分析[J].环境科学, 2024,45(7):3839-3848. Liu Y T, Du Z X, Zhang X M, et al. Pollution characteristics,sources and emission reduction control strategies of ozone and VOCs in Hebi City [J]. Environmental Science, 2024,45(7):3839-3848.
[8] Kalogridis C, Gros V, Sarda-Esteve R, et al. Concentrations and fluxes of isoprene and oxygenated VOCs at a French Mediterranean oak forest [J]. Atmospheric Chemistry and Physics, 2014,14(18):10085-10102.
[9] Wei W, Wang S X, Chatani S, et al. Emission and speciation of non-methane volatile organic compounds from anthropogenic sources in China [J]. Atmospheric Environment, 2008,42(20):4976-4988.
[10] 李陵,李振亮,张丹,等.重庆市主城区O3污染时期大气VOCs污染特征及来源解析[J].环境科学, 2021,42(8):3595-3603. Li L, Li Z L, Zhang D, et al. Characteristics and sources of atmospheric VOCs pollution during O3 pollution in Chongqing [J]. Environmental Science, 2021,42(8):3595-3603.
[11] 刘浩天,仝纪龙,杨宏,等.兰州市中心城区与西固炼化工业区VOCs污染特性及来源解析对比分析[J].环境工程, 2024,42(4):139-147. Liu H T, Tong J L, Yang H, et al. Comparative analysis of VOCs pollution characteristics and sources between Lanzhou downtown and Xigu refining and chemical industrial zone [J]. Environmental Engineering, 2024,42(4):139-147.
[12] 杨燕萍,陈强,孟宪红,等.兰州市夏季挥发性有机物污染特征及来源解析[J].环境科学, 2022,43(12):5442-5452. Yang Y P, Chen Q, Meng X H, et al. Pollution characteristics and source analysis of volatile organic compounds in Lanzhou in summer [J]. Environmental Science, 2022,43(12):5442-5452.
[13] 张博韬,景宽,王琴,等.北京城区夏季VOCs初始体积分数特征及来源解析[J].环境科学, 2024,45(1):81-92. Zhang B T, Jing K, Wang Q, et al. Characteristics and source analysis of initial VOCs in summer in Beijing [J]. Environmental Science, 2024,45(1):81-92.
[14] 古颖纲,虞小芳,杨闻达,等.广州市天河区2016年雨季挥发性有机物污染特征及来源解析[J].环境科学, 2018,39(6):2528-2537.DOI: 10.13227/j.hjkx.201710178. Gu Y G, Yu X F, Yang W D, et al. Pollution characteristics and source analysis of volatile organic compounds in the rainy season in Tianhe District of Guangzhou in 2016[J]. Environmental Science, 2018, 39(6):2528-2537.DOI:10.13227/j.hjkx.201710178.
[15] 彭瑾,成海容,王祖武,等.武汉市城区大气挥发性有机物的污染特征及来源解析[J].武汉大学学报(理学版), 2020,66(4):369-376. DOI:10.14188/j.1671-8836.2019.0385. Peng J, Cheng H R, Wang Z W, et al. Pollution characteristics and source analysis of atmospheric volatile organic compounds in Wuhan city [J]. Journal of Wuhan University (Science Edition), 2020, 66(4):369-376.DOI:10.14188/j.1671-8836.2019.0385.
[16] 孙鹏,李媛媛,钟声,等.基于工业源成分谱的宿迁市VOCs来源解析及污染特征分析[J].环境科学, 2024:1-16. Sun P, Li Y Y, Zhong S, et al. Source apportionment and pollution characteristics analysis of VOCs in Suqian based on industrial source composition spectrum [J]. Environmental Science, 2024:1-16.
[17] 李青倩,李丽和,王锦,等.新污染物的污染现状及其检测方法研究进展[J].应用化工, 2023,52(7):2202-2206. Li Q Q, Li L H, Wang J, et al. Pollution status of new pollutants and research progress of detection methods [J]. Applied Chemical Industry, 2023,52(7):2202-2206.
[18] 马丁.新污染物的生态环境检测标准分析[J].大众标准化, 2024, (18):7-9. Ma T. Analysis of ecological environment detection standards for new pollutants [J]. Popular Standardization, 2024,(18):7-9.
[19] 孙鹏,钟声,徐政,等.大气中部分新污染物浓度特征、来源解析及健康风险评估[J].环境监控与预警, 2023,15(5):156-162. Sun P, Zhong S, Xu Z, et al. Concentration characteristics, source analysis and health risk assessment of some new pollutants in the atmosphere [J]. Environmental Monitoring and Early Warning, 2023, 15(5):156-162.
[20] 胡君,王淑兰,吴亚君,等.北京怀柔O3污染过程初始VOCs浓度特征及来源分析[J].环境科学研究, 2019,32(5):766-775. Hu J, Wang S L, Wu Y J, et al. Characteristics and source analysis of initial VOCs concentration during O3 pollution in Huairou,Beijing [J]. Research on Environmental Science, 2019,32(5):766-775.
[21] Wang Z Y, Shi Z B, Wang F, et al. Implications for ozone control by understanding the survivor bias in observed ozone-volatile organic compounds system [J]. npj Climate and Atmospheric Science, 2022,5(1):39.
[22] HJ 1010-2018环境空气挥发性有机物气相色谱连续监测系统技术要求及检测方法[S]. HJ 1010-2018 Technical requirements and detection methods of continuous monitoring system for volatile organic compounds in ambient air by gas chromatography [S].
[23] Roger A, Janet A. Atmospheric degradation of volatile organic compounds [J]. Chemical Reviews, 2003,103(12),4605-4638.DOI: 10.1021/cr0206420.
[24] 胡天鹏,李刚,毛瑶,等.某石油化工园区秋季VOCs污染特征及来源解析[J].环境科学, 2018,39(2):517-524. Hu T P, Li G, Mao Y, et al. Characteristics and sources of VOCs pollution in a petrochemical park in autumn [J]. Environmental Science, 2018,39(2):517-524.
[25] Carter P W. Development of ozone reactivity scales for volatile organic compounds [J]. Journal of the Air and Waste Management Association, 1994,44:881-899.
[26] Paaatero P, Tapper U. Positive matrix factorization:A non-negative factor model with optimal utilization of error estimates of data values [J]. Environmetrics, 1994,5(2):111-126.https://doi.org/10.1002/env.3170050203.
[27] 张军科,王跃思,吴方堃,等.贡嘎山本底站大气中VOCs的研究[J].环境科学, 2012,33(12):4159-4166. Zhang J K, Wang Y S, Wu F K, et al. Study on VOCs in the atmosphere of Gongga Mountain background station [J]. Environmental Science, 2012,33(12):4159-4166.
[28] Guo H, Wang T, Simpson I J, et al. Source contributions to ambient VOCs and CO at a rural site in eastern China [J]. Atmospheric Environment, 2004,4551-4560.https://doi.org/10.1016/j.atmosenv. 2004.05.004.
[29] 高蒙,安俊琳,杭一纤,等.PMF和PCA/APCS模型对南京北郊大气VOCs源解析对比研究[J].气象与环境学报, 2014,30(1):43-50. Gao M, An J L, Hang Y X, et al. Comparative study on atmospheric VOCs sources in the northern suburbs of Nanjing by PMF and PCA/APCS models [J]. Journal of Meteorology and Environment, 2014,30(1):43-50.
[30] 刘昭仪,王士同.基于分层和随机策略的鲁棒随机森林[J/OL].计算机工程与应用, 2024:1-13. Liu Z Y, Wang S T. Robust random forest based on hierarchical and stochastic strategy [J/OL]. Computer Engineering and Application, 2024:1-13.
[31] 周红,王鸣,柴文轩,等.基于随机森林的北京城区臭氧敏感性分析[J].环境科学, 2024,45(5):2497-2506. Zhou H, Wang M, Chai W X, et al. Analysis of ozone sensitivity in Beijing urban area based on random forests [J]. Environmental Science, 2024,45(5):2497-2506.
[32] KAISER H F, RICE J. Little Jiffy, Mark Iv [J]. Educational and psychological measurement, 1974,34(1):111-117.DOI:10.1177/ 001316447403400115.
[33] Bartlett M S. Tests of significance in factor analysis [J]. British Journal of Statistical Psychology, 1950,3(2):77-85.DOI:10.1111/j.2044-8317. 1950.tb00285.x.
[34] 孙喆,刘书同,张红,等.合肥市工业园区秋季VOCs组分特征及其源解析[J].大气与环境光学学报, 2024,19(2):185-198. Sun Z, Liu S T, Zhang H, et al. Composition characteristics and source apportionment of VOCs in Hefei industrial park in autumn [J]. Journal of Atmospheric and Environmental Optics, 2024,19(2):185-198.
[35] Ebere C E, Wirnkor A V, Wang Q, et al. An overview of emerging pollutants in air: Method of analysis and potential public health concern from human environmental exposure [J]. Trends in Environmental Analytical Chemistry, 2020,28.
[36] 中华人民共和国环境保护部,中华人民共和国国家质量监督检验检疫总局.乘用车内空气质量评价指南:GB/T 27630-2011[S].北京, 2011. Ministry of Environmental Protection of PRC,General Administration of Quality Supervision,Inspection and Quarantine of the PRC. Guide for Evaluation of Air Quality in Passenger Cars: GB/T 27630-2011[S]. Beijing, 2011.
[37] GB31571-2015石油化学工业污染物排放标准[S]. GB31571-2015 Discharge standard of pollutants in petrochemical industry [S].
[38] GB/T18883-2022室内空气质量标准: [S]. GB/T18883-2022 Indoor air quality standard [S].
[39] World Meteorological Organization(WMO). Scientific assessment of ozone depletion [R]. Geneva: WMO, 2022.
[40] 李佳荫,周明,宁淼,等.苏州市大气VOCs特征及来源解析[J].北京大学学报(自然科学版), 2022,58(4):771-781. Li J Y, Zhou M, Ning M, et al. Characteristics and sources of atmospheric VOCs in Suzhou [J]. Journal of Peking University (Natural Science Edition), 2022,58(4):771-781.
[41] Kawamoto H. Lignin pyrolysis reactions [J]. Journal of Wood Science, 2017,63.DOI:10.1007/s10086-016-1606-z.
[42] Akagi S K, Yokelson R J, Wiedinmyer C, et al. Emission factors for open and domestic biomass burning for use in atmospheric models [J]. Atmospheric Chemistry and Physics, 2011,11(9):4039-4072.DOI:10. 5194/acp-11-4039-2011.
[43] 陈斯,倪经纬,齐一谨,等.郑州市O3攻坚期大气VOCs污染特征及来源解析[J].环境科学, 2024,45(10):5671-5686. Chen S, Ni J W, Qi Y J, et al. Characteristics and source analysis of atmospheric VOCs pollution in Zhengzhou during O3 attack [J]. Environmental Science, 2024,45(10):5671-5686.
[44] 连世泽,邓萌杰,陈楠,等.黄冈市大气挥发性有机物污染特征、来源及对臭氧生成的影响[J].环境科学, 2023,44(10):5410-5417. Lian S Z, Deng M J, Chen N, et al. Characteristics and sources of atmospheric volatile organic compounds pollution in Huanggang City and its influence on ozone generation [J]. Environmental Science, 2023,44(10):5410-5417.
[45] Simoneit B R T. Biomass burning-a review of organic tracers for smoke from incomplete combustion [J]. Applied Geochemistry, 2002,17(3):129-162.DOI:10.1016/S0883-2927(01)00061-0.
[46] Rossberg M, Lendle W, Pfleiderer G, et al. Chloromethanes [M]. Ullmann’s Encyclopedia of Industrial Chemistry, 2011.
[47] Schulze J, Homann M. C4-hydrocarbons and derivatives [M]. Berlin: Springer, 1989.DOI:10.1007/978-3-642-73858-6.
[48] 杜佳奇,李文龙,王佳杰,等.乙醇制含氧化学品和烯烃催化剂研究进展[J].低碳化学与化工, 2025:1-9. Du J Q, Li W L, Wang J J, et al. Research progress of catalysts for producing oxygenated chemicals and olefins from ethanol [J]. Low carbon chemistry and chemical engineering, 2025:1-9.
[49] 王美华.PCA-APCS-MLR和地统计学的典型农田土壤重金属来源解析[J].环境科学, 2023,44(6):3509-3519.DOI:10.13227/j.hjkx. 202208002. Wang M H. Source analysis of heavy metals in typical farmland soils based on PCA-APCS-MLR and geostatistics [J]. Environmental Science, 2023,44(6):3509-3519.DOI:10.13227/j.hjkx. 202208002.
[50] 叶露,邰菁菁,俞华明.汽车工业区大气挥发性有机物(VOCs)变化特征及来源解析[J].环境科学, 2021,42(2):624-633. Ye L, Gao J J, Yu H M. Variation characteristics and source analysis of atmospheric volatile organic compounds(VOCs) in automobile industrial areas [J]. Environmental Science, 2021,42(2):624-633.
[51] 王怡然.基于光化学损失校正的挥发性有机化合物(VOCs)来源解析方法优化及应用[D].华南理工大学, 2020.DOI:10.27151/d.cnki. ghnlu.2020.003873. Wang Y R. Optimization and application of source apportionment method of volatile organic compounds(VOCs) based on photochemical loss correction [D]. South China University of Technology, 2020.DOI:10.27151/d.cnki.ghnlu.2020.003873.
[52] 包亦姝,王斌,邓也,等.成都市典型有机溶剂使用行业VOCs组成成分谱及臭氧生成潜势研究[J].环境科学学报, 2020,40(1):76- 82.DOI:10.13671/j.hjkxxb.2019.0300. Bao Y S, Wang B, Deng Y, et al. Study on VOCs composition spectrum and ozone generation potential of typical organic solvent use industries in Chengdu [J]. Journal of Environmental Science, 2020,40(1):76-82.DOI:10.13671/j.hjkxxb.2019.0300.
[53] Hui L R, Liu X G, Tan Q W, et al. VOC characteristics, chemical reactivity and sources in urban Wuhan, central China [J]. Atmospheric Environment, 2020,224117340-117340.
[54] 贾龙,于姗杉,徐永福.解析北京郊区一次典型臭氧污染的物理化学过程[J].大气科学, 2024,48(1):391-404. Jia L, Yu S S, Xu Y F. Analysis of a typical physical and chemical process of ozone pollution in Beijing suburbs [J]. Atmospheric Science, 2024,48(1):391-404.

基金

国家自然科学基金资助项目(42375136);甘肃省技术开发项目(0076938)

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