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Real-road NO_(x)and CO_(2)emissions of city and highway China-6 heavy-duty diesel vehicles
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作者 Zihao Ge Wanyang Li +4 位作者 Junfang Wang Yachao Wang Ying Huang Xin Wang Yunshan Ge 《Journal of Environmental Sciences》 2025年第3期330-341,共12页
The emission of heavy-duty vehicles has raised great concerns worldwide.The complex working and loading conditions,which may differ a lot from PEMS tests,raised new challenges to the supervision and control of emissio... The emission of heavy-duty vehicles has raised great concerns worldwide.The complex working and loading conditions,which may differ a lot from PEMS tests,raised new challenges to the supervision and control of emissions,especially during real-world applications.On-board diagnostics(OBD)technology with data exchange enabled and strengthened the monitoring of emissions from a large number of heavy-duty diesel vehicles.This paper presents an analysis of the OBD data collected from more than 800 city and highway heavy-duty vehicles in China using remote OBD data terminals.Real-world NO_(x)and CO_(2)emissions of China-6 heavy-duty vehicles have been examined.The results showed that city heavy-duty vehicles had higher NO_(x)emission levels,which was mostly due to longer time of low SCR temperatures below 180°C.The application of novel methods based on 3BMAWalso found that heavy-duty diesel vehicles tended to have high NO_(x)emissions at idle.Also,little difference had been found in work-based CO_(2)emissions,and this may be due to no major difference were found in occupancies of hot running. 展开更多
关键词 Remote monitor On-Board diagnostics NO_(x)emission CO_(2)emission heavy-duty vehicles
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Carbonyl emissions from heavy-duty diesel vehicle exhaust in China and the contribution to ozone formation potential 被引量:27
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作者 Dong Dong Min Shao +4 位作者 Yue Li Sihua Lu Yanjun Wang Zhe Ji Dagang Tang 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2014年第1期122-128,共7页
Fifteen heavy-duty diesel vehicles were tested on chassis dynamometer by using typical heavy duty driving cycle and fuel economy cycle. The air from the exhaust was sampled by 2,4- dinitrophenyhydrazine cartridge and ... Fifteen heavy-duty diesel vehicles were tested on chassis dynamometer by using typical heavy duty driving cycle and fuel economy cycle. The air from the exhaust was sampled by 2,4- dinitrophenyhydrazine cartridge and 23 carbonyl compounds were analyzed by high performance liquid chromatography. The average emission factor of carbonyls was 97.2 mg/km, higher than that of light-duty diesel vehicles and gasoline-powered vehicles. Formaldehyde, acetaldehyde, acetone and propionaidehyde were the species with the highest emission factors. Main influencing factors for carbonyl emissions were vehicle type, average speed and regulated emission standard, and the impact of vehicle loading was not evident in this study. National emission of carbonyls from diesel vehicles exhaust was calculated for China, 2011, based on both vehicle miles traveled and fuel consumption. Carbonyl emission of diesel vehicle was estimated to be 45.8 Gg, and was comparable to gasolinepowered vehicles (58.4 Gg). The emissions of formaldehyde, acetaldehyde and acetone were 12.6, 6.9, 3.8 Gg, respectively. The ozone formation potential of carbonyls from diesel vehicles exhaust was 537 mg O3/km, higher than 497 mg O3/km of none-methane hydrocarbons emitted from diesel vehicles. 展开更多
关键词 carbonyl diesel vehicle chassis dynamometer ozone formation potential
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One-step hydrothermal synthesis of Cu-SAPO-34/cordierite and its catalytic performance on NO_x removal from diesel vehicles 被引量:2
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作者 王建成 陈影 +3 位作者 唐磊 鲍卫仁 常丽萍 韩丽娜 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2013年第11期3330-3336,共7页
Cu-SAPO-34/cordierite catalysts were prepared via one-step hydrothermal synthesis method and their performances to remove NO x from the diesel vehicle exhaust were evaluated. The morphology, structure, Cu content and ... Cu-SAPO-34/cordierite catalysts were prepared via one-step hydrothermal synthesis method and their performances to remove NO x from the diesel vehicle exhaust were evaluated. The morphology, structure, Cu content and valence state were characterized by SEM, XRD, ICP and XPS, respectively. The experimental results show the active component Cu of the catalysts via in situ synthesis could significantly improve the selective catalytic reduction (SCR) activities of NOx and the optimal Cu content is in the range of 0.30%-0.40%(mass fraction). No N 2 O is detected by gas chromatograph (GC) during the evaluation process, which implies that NOx is almost entirely converted to N2 over Cu-SAPO-34/cordierite catalyst. The conversion rate of NOx to N2 by NH3 over catalyst could almost be up to 100%in the temperature range of 300-670 ℃with a space velocity of 12000 h-1 and it is still more than 60% at 300-620 ℃ under 36000 h-1. The catalysts also show the good hydrothermal and chemical stability at the atmosphere with H 2 O. 展开更多
关键词 in situ synthesis Cu-SAPO-34/cordierite NOx selective catalyst reduction NH3 diesel vehicle exhaust
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The Future Trend of E-Mobility in Terms of Battery Electric Vehicles and Their Impact on Climate Change: A Case Study Applied in Hungary
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作者 Mohamad Ali Saleh Saleh 《American Journal of Climate Change》 2024年第2期83-102,共20页
The transportation sector is responsible for 25% of the total Carbon dioxide (CO2) emissions, whereas 60.6% of this sector represents small and medium passenger cars. However, as noted by the European Union Long-term ... The transportation sector is responsible for 25% of the total Carbon dioxide (CO2) emissions, whereas 60.6% of this sector represents small and medium passenger cars. However, as noted by the European Union Long-term strategy, there are two ways to reduce the amount of CO2 emissions in the transportation sector. The first way is characterized by creating more efficient vehicles. In contrast, the second way is characterized by changing the fuel used. The current study addressed the second way, changing the fuel type. The study examined the potential of battery electric vehicles (BEVs) as an alternative fuel type to reduce CO2 emissions in Hungarys transportation sector. The study used secondary data retrieved from Statista and stata.com to analyze the future trends of BEVs in Hungary. The results showed that the percentage of BEVs in Hungary in 2022 was 0.4% compared to the total number of registered passenger cars, which is 3.8 million. The simple exponential smoothing (SES) time series forecast revealed that the number of BEVs is expected to reach 84,192 in 2030, indicating a percentage increase of 2.21% in the next eight years. The study suggests that increasing the number of BEVs is necessary to address the negative impact of CO2 emissions on society. The Hungarian Ministry of Innovation and Technologys strategy to reduce the cost of BEVs may increase the percentage of BEVs by 10%, resulting in a potential average reduction of 76,957,600 g/km of CO2 compared to gasoline, diesel, hybrid electric vehicles (HEVs), and plug-in hybrid vehicles (PHEVs). 展开更多
关键词 Battery Electric vehicles (BEVS) GASOLINE diesel Hybrid Electric vehicles (HEVs) Plug-In Hybrid vehicles (PHEVs) Climate Change Carbon Dioxide (CO2) Emissions
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Analysis of diffusion behavior of harmful emissions from trackless rubber-wheel diesel vehicles in underground coal mines 被引量:1
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作者 Yun Hua Wen Nie +4 位作者 Qiang Liu Xiaofei Liu Chengyi Liu Weiwei Zhou Fengning Yu 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2022年第6期1285-1299,共15页
To define the diffusion behavior of harmful exhaust substances from diesel vehicles and support safety risk assessments of underground coal mines,we performed a multi-species coupling calculation of the emission and d... To define the diffusion behavior of harmful exhaust substances from diesel vehicles and support safety risk assessments of underground coal mines,we performed a multi-species coupling calculation of the emission and diffusion of harmful substances from a trackless rubber-wheel diesel vehicle.A computational fluid dynamics(CFD)model of the diffusion of harmful emissions was hence established and verified.From the perspective of risk analysis,the diffusion behavior and distribution of hazardous substances emitted by the diesel vehicle were studied under 4 different conditions;moreover,we identified areas characterized by hazardous levels of emissions.When the vehicle idled upwind in the roadway,high-risk areas formed behind and to the right of the vehicle:particularly high concentrations of pollutants were measured near the rear floor of the vehicle and within 5 m behind the vehicle.When the vehicle idled downwind,high-risk areas formed in front of it:particularly high concentrations of pollutants were measured near the floor and within 5 m from the front of the vehicle.In the above cases,the driver would not breathe highly polluted air and would be relatively safe.When the vehicle idled into the chamber,however,high-risk areas formed on both sides of the vehicle and near the upper roof.Forward entry of the vehicle caused a greater increase in the concentration of pollutants in the chamber and in the driver’s breathing zone compared with reverse entry. 展开更多
关键词 diesel vehicle Harmful emissions Diffusion behavior CFD model Underground coal mine
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Optimization of Engine Control Strategies for Low Fuel Consumption in Heavy-Duty Commercial Vehicles
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作者 Shuilong He Yang Liu +3 位作者 Shanchao Wang Liangying Hu Fei Xiao Chao Li 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第12期2693-2714,共22页
The reduction of fuel consumption in engines is always considered of vital importance.Along these lines,in this work,this goal was attained by optimizing the heavy-duty commercial vehicle engine control strategy.More ... The reduction of fuel consumption in engines is always considered of vital importance.Along these lines,in this work,this goal was attained by optimizing the heavy-duty commercial vehicle engine control strategy.More specifically,at first,a general first principles model for heavy-duty commercial vehicles and a transient fuel consumptionmodel for heavy-duty commercial vehicles were developed and the parameters were adjusted to fit the empirical data.The accuracy of the proposed modelwas demonstrated fromthe stage and the final results.Next,the control optimization problem resulting in low fuel consumption in heavy commercial vehicles was described,with minimal fuel usage as the optimization goal and throttle opening as the control variable.Then,a time-continuous engine management approach was assessed.Next,the factors that influence low fuel consumption in heavy-duty commercial vehicles were systematically examined.To reduce the computing complexity,the control strategies related to the time constraints of the engine were parametrized using three different methods.The most effective solution was obtained by applying a global optimization strategy because the constrained optimization problem was nonlinear.Finally,the effectiveness of the low-fuel consumption engine control strategy was demonstrated by comparing the simulated and field test results. 展开更多
关键词 Fuel consumption heavy-duty commercial vehicle engine control optimal control
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Derivation of a Representative Engine Duty Cycle from On-Road Heavy-Duty Vehicle Driving Data
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作者 Yuhui Peng Andrew C. Nix +2 位作者 Hailin Li Derek R. Johnson Robert S. Heltzel 《Journal of Transportation Technologies》 2017年第4期376-389,共14页
The heavy-duty vehicle fleet involved in delivering water and sand makes noticeable issues of exhaust emissions and fuel consumption in the process of shale gas development. To examine the possibility of converting th... The heavy-duty vehicle fleet involved in delivering water and sand makes noticeable issues of exhaust emissions and fuel consumption in the process of shale gas development. To examine the possibility of converting these heavy-duty diesel engines to run on natural gas-diesel dual-fuel, a transient engine duty cycle representing the real-world engine working conditions is necessary. In this paper, a methodology is proposed, and a target engine duty cycle comprising of 2231 seconds is developed from on-road data collected from 11 on-road sand and water hauling trucks. The similarity of inherent characteristics of the developed cycle and the base trip observed is evidenced by the 2.05% error of standard deviation and average values for normalized engine speed and engine torque. Our results show that the proposed approach is expected to produce a representative cycle of in-use heavy-duty engine behavior. 展开更多
关键词 ENGINE Duty Cycles On-Road heavy-duty vehicles Shale Gas Extraction
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“双碳”背景下中国公路交通用能发展趋势及思考
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作者 仇玄 孔劲媛 《国际石油经济》 2025年第1期62-69,共8页
交通领域是中国重要的用能部门,产生的碳排放占全国碳排总量的15%左右。《2030年前碳达峰行动方案》对交通领域作出了具体部署,要求交通领域加快推进绿色低碳转型。当前中国公路交通用能逐步向绿色低碳方向转变,电力、天然气等能源快速... 交通领域是中国重要的用能部门,产生的碳排放占全国碳排总量的15%左右。《2030年前碳达峰行动方案》对交通领域作出了具体部署,要求交通领域加快推进绿色低碳转型。当前中国公路交通用能逐步向绿色低碳方向转变,电力、天然气等能源快速发展,氢能也被寄予厚望,交通领域逐渐形成了“以汽、柴油为主体,气、电加速渗透,醇、氢少量补充”的用能结构。着眼未来,多种替代能源将进入加速替代周期,特别是电动力、天然气等较汽柴油具备经济性的燃料将以更快速度进入交通领域,氢能、甲醇等尚不具备经济性的能源则在政策支持下逐步示范推广。到2035年,电力将成为中国公路交通领域的主体能源(占比约52%),天然气(15%)和汽柴油(33%)也占有重要市场份额,交通用能进入多足鼎立时代。在此发展过程中,石油石化行业需要重视终端需求转变,加快转型速度;新旧产业的衔接发展、各类能源的路网养护责权公平等问题需要有关部门重新审视和关注。 展开更多
关键词 交通运输 用能结构 汽柴油 液化天然气(LNG) 电力 氢能 车辆
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道路坡度对轻型柴油车二氧化碳排放的影响
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作者 姜壁刚 何超 +2 位作者 王艳艳 李加强 刘学渊 《公路交通科技》 北大核心 2025年第2期207-214,共8页
【目标】深入探究高原山区道路坡度对轻型柴油车CO_(2)排放的具体影响。【方法】采用了GPS和GIS技术精确收集道路信息并计算坡度,结合坡度、车速及加速度数据计算得出车辆的比功率(VSP),通过使用车载排放测试系统收集车辆CO_(2)排放数... 【目标】深入探究高原山区道路坡度对轻型柴油车CO_(2)排放的具体影响。【方法】采用了GPS和GIS技术精确收集道路信息并计算坡度,结合坡度、车速及加速度数据计算得出车辆的比功率(VSP),通过使用车载排放测试系统收集车辆CO_(2)排放数据。基于某型号轻型柴油车在实际道路上的行驶和CO_(2)排放数据,首先分析了坡度对车辆运动状态和VSP的影响;其次对VSP进行了细致的Bin区间划分,探讨了不同加速度下VSP与CO_(2)排放速率的关系;其次分析了不同运动状态下的VSP与CO_(2)排放的关系。然后利用MOVES模型仿真结果与实际数据,对比分析不同坡度和车速下对CO_(2)排放速率和CO_(2)排放因子的影响;最后分析了同一坡度的绝对值上下坡综合CO_(2)排放因子与平路排放差异。【结果】在坡度介于―6%~+6%的范围内,VSP与CO_(2)排放速率呈现正相关,VSP值在坡度+4%时达到峰值;同时,CO_(2)排放速率和排放因子均与坡度呈线性关系,车速也对排放因子有显著影响。【应用】通过MOVES模型仿真验证了试验结果的准确性,最终提出道路坡度小于4%的建议,以期减少轻型柴油车的CO_(2)排放。这一建议对于推动绿色交通发展、实现碳中和目标具有重要意义。 展开更多
关键词 汽车工程 柴油车 MOVES模型 二氧化碳 道路坡度
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柴油机激励下的机车车体振动控制研究
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作者 王志刚 丁军君 +3 位作者 杨毓康 Chien Tao Van 申孟浩 冯大年 《噪声与振动控制》 北大核心 2025年第1期204-210,共7页
为了对柴油机激励下的机车车体振动进行控制,利用SIMPACK建立考虑柔性车体的机车动力学模型,并对模型的可行性进行验证;利用SIMULINK建立经典地棚阻尼控制器和基于模糊控制的地棚阻尼控制器,通过联合仿真对机车车体振动进行控制及其对... 为了对柴油机激励下的机车车体振动进行控制,利用SIMPACK建立考虑柔性车体的机车动力学模型,并对模型的可行性进行验证;利用SIMULINK建立经典地棚阻尼控制器和基于模糊控制的地棚阻尼控制器,通过联合仿真对机车车体振动进行控制及其对比分析。结果表明:相比于刚性车体,考虑柔性车体的机车模型仿真数据与现场实测数据吻合度更高;在机车静止状态下,两种控制策略都有一定的效果,但模糊地棚阻尼器振动控制效果比经典地棚阻尼器振动控制效果更佳,其车辆平稳性和舒适度指标分别改善16.67%和46.79%;机车在正常运行状态下,随着机车运行速度的提高,柴油机对车体振动的贡献比例逐渐减小,对于柴油机减振支座的控制效果逐渐减弱,但在实际运行速度范围内,改善效果仍较明显。 展开更多
关键词 振动与波 柴油机 车体振动 柔性车体 模糊控制 地棚阻尼器
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基于CNN-Transformer融合框架的柴油车氨排放预测方法
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作者 白晓鑫 郭向阳 +3 位作者 吴春玲 王凤滨 李旭 刘卫林 《中国环境科学》 北大核心 2025年第3期1231-1240,共10页
本研究提出了一种基于卷积神经网络(CNN)和Transformer融合框架的柴油车NH_(3)排放预测模型.该模型充分结合了CNN的局部特征提取能力和Transformer的全局依赖关注能力,实现了对实际行驶条件下柴油车NH_(3)排放的高精度预测.研究以一辆N_... 本研究提出了一种基于卷积神经网络(CNN)和Transformer融合框架的柴油车NH_(3)排放预测模型.该模型充分结合了CNN的局部特征提取能力和Transformer的全局依赖关注能力,实现了对实际行驶条件下柴油车NH_(3)排放的高精度预测.研究以一辆N_(3)类柴油车的实际道路排放测试数据为基础,采用Pearson相关系数法进行特征筛选,并利用贝叶斯优化算法对模型关键超参数进行调整,以提升模型性能.此外,应用SHAP算法量化了影响NH_(3)排放的关键因素.结果表明,所提模型在独立数据集上能够高精度预测柴油车实际道路行驶中的NH_(3)浓度排放,其预测的NH_(3)浓度与实际测量值的R^(2)、平均绝对误差(MAE)和均方误差(MSE)分别达到0.986、0.663和2.285,预测性能显著优于传统的随机森林(RF)模型、长短期记忆(LSTM)神经网络模型以及Transformer模型.研究为在用柴油车NH_(3)排放监测提供了一种高效可靠的方法,同时为深入理解影响柴油车实际道路NH_(3)排放的关键因素提供了新的研究思路. 展开更多
关键词 柴油车 排放 NH_(3) 卷积神经网络 TRANSFORMER
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柴油车尾气后处理连接结构设计
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作者 房媛媛 房涛 +3 位作者 曹君 胡小秀 成薛峰 刘屹 《内燃机与配件》 2025年第3期62-64,共3页
近几年,随着中国经济的飞快发展,中国民众对柴油车的需求量不断提高,柴油车尾气给环境带来的污染也日益加重。为此,国家针对尾气排放出台了国六B和非道路四阶段的法规。为了落实国六和非道路四阶段的法规实施,提出后处理连接结构的优化... 近几年,随着中国经济的飞快发展,中国民众对柴油车的需求量不断提高,柴油车尾气给环境带来的污染也日益加重。为此,国家针对尾气排放出台了国六B和非道路四阶段的法规。为了落实国六和非道路四阶段的法规实施,提出后处理连接结构的优化升级,减少后处理焊接工序的同时,提高后处理的机械性能。针对国六和非四后处理进行了调研和研究,对现有的后处理产品连接结构进行优化。 展开更多
关键词 柴油车 后处理 连接结构设计
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Feasibility study of a diesel-powered hybrid DMU
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作者 Matteo Magelli Giuseppe Boccardo +5 位作者 Nicola Bosso Nicolo Zampieri Pierangelo Farina Andrea Tosetto Francesco Mocera Aurelio Soma 《Railway Engineering Science》 2021年第3期271-284,共14页
Nowadays,the interest in hybrid vehicles is constantly increasing,not only in the automotive sector,but also in other transportation systems,to reduce pollution and emissions and to improve the overall efficiency of t... Nowadays,the interest in hybrid vehicles is constantly increasing,not only in the automotive sector,but also in other transportation systems,to reduce pollution and emissions and to improve the overall efficiency of the vehicles.Although railway vehicles are typically the most eco-friendly transportation system,since commonly their primary energy source is electricity,they can still gain benefits from hybrid technologies,as many lines worldwide are not electrified.In fact,hybrid solutions allow ICEpowered(internal combustion engine)railway vehicles,such as diesel multiple units(DMUs),to operate in fullelectric mode even when the track lacks electrification.The possibility to switch to full electric mode is of paramount importance when the vehicle runs on urban or underground track sections,where low or zero emission levels are required.We conduct the feasibility study of hybridization of an existing DMU vehicle,designed by Blue Engineering S.r.l.,running on the Aosta–Torino Italian railway line,which includes a non-electrified urban track section and an electrified underground section.The hybridization is obtained by replacing one of the diesel generators installed on the original vehicle with a battery pack,which ensures the vehicle to operate in full-electric mode to complete its mission profile.The hybridization is also exploited to implement a regenerative braking strategy,which allows an increase in the energetical efficiency of the vehicle up to 18%.This work shows the sizing of the battery pack based on dynamic simulations performed on the Turin underground track section,and the results demonstrate the feasibility of the hybridization process. 展开更多
关键词 Hybrid railway vehicle Energy saving Regenerative braking diesel multiple unit Lithium battery
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京津冀地区柴油移动燃烧源污染减排潜力预测
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作者 郭秀锐 姚畅 +2 位作者 刘瑶 宁春晓 吴洪侃 《北京工业大学学报》 CAS CSCD 北大核心 2024年第6期733-747,共15页
包含柴油车辆和柴油机械的柴油移动燃烧源是现阶段中国进一步持续改善空气质量的重点源。为探究京津冀地区柴油移动燃烧源的污染排放以及减排潜力,在估算2018年京津冀地区柴油车辆和柴油机械污染排放现状的基础上,设置基准情景和5种政... 包含柴油车辆和柴油机械的柴油移动燃烧源是现阶段中国进一步持续改善空气质量的重点源。为探究京津冀地区柴油移动燃烧源的污染排放以及减排潜力,在估算2018年京津冀地区柴油车辆和柴油机械污染排放现状的基础上,设置基准情景和5种政策情景,预测2019—2030年不同情景下柴油燃烧源的污染排放趋势,对比分析不同地区、不同源的污染物减排潜力和不同减排措施对不同类型柴油燃烧源的减排效果。结果表明,京津冀地区2018年柴油燃烧源的CO、HC、NO_(x)和PM排放量分别为51.25、22.89、106.52和5.42万t。综合情景下,2030年CO、HC、NO_(x)和PM污染物排放量可分别比基准年减少52.03%、38.58%、71.88%和52.07%。淘汰高排放情景在短时间内的减排效果较好,而长期效果不佳,提升排放标准情景和推广新能源情景的减排潜力会逐年增加,对污染物有较好的减排作用,运输公转铁情景的减排潜力也较好,2030年能有效减少35.13%~45.81%的污染排放。综合情景下柴油车辆和柴油机械的最大减排潜力分别为91.55%和44.69%。此外,CO和NO_(x)的减排潜力主要来源于柴油车辆,而柴油机械对HC和PM的减排效果明显。与其他2个地区相比,天津市的污染减排效果较好,最大减排潜力为80.80%。分类型来看,柴油货车对污染物的减排贡献较大,尤其是重型货车。与工程机械相比,农业机械的污染减排贡献更大,尤其是联合收割机、农用水泵以及三轮车的减排贡献突出。研究结果可为制定柴油移动源的污染控制政策提供科学支持。 展开更多
关键词 柴油车辆 柴油机械 大气污染物 情景分析 减排潜力 京津冀地区
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一种发现柴油“自流黑”站点的方法与实践
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作者 周金广 《石油库与加油站》 2024年第1期20-22,M0003,共4页
介绍了一种发现柴油“自流黑”站点的方法。通过分析柴油车位置坐标、油箱液位数据变化,形成加油的位置信息数据集。通过聚类方式形成点位信息列表,与预先设置的正常加油站点位信息作比对,排除合法加油站的点位信息,生成疑似柴油“自流... 介绍了一种发现柴油“自流黑”站点的方法。通过分析柴油车位置坐标、油箱液位数据变化,形成加油的位置信息数据集。通过聚类方式形成点位信息列表,与预先设置的正常加油站点位信息作比对,排除合法加油站的点位信息,生成疑似柴油“自流黑”站点位置清单,经现场验证,该方法效果较好,为“打非治违”工作提供了更为精准和快速的线索。 展开更多
关键词 加油站 油品质量 管理 自流黑 打非治违 重型柴油车
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重型柴油车实际道路氮氧化物和碳排放研究 被引量:3
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作者 葛子豪 尹航 +3 位作者 徐龙 杨扬 吉喆 黄英 《中国环境科学》 EI CAS CSCD 北大核心 2024年第2期646-653,共8页
通过对20辆国五及国六重型柴油车排放远程监控数据分析,分别使用3B-MAW方法、总行程平均法以及功基窗口法对数据进行分析,获取了重型柴油车在实际道路上的NO_(x)和CO_(2)排放特征.数据分析结果表明国六重型柴油车实际道路NO_(x)排放显... 通过对20辆国五及国六重型柴油车排放远程监控数据分析,分别使用3B-MAW方法、总行程平均法以及功基窗口法对数据进行分析,获取了重型柴油车在实际道路上的NO_(x)和CO_(2)排放特征.数据分析结果表明国六重型柴油车实际道路NO_(x)排放显著低于国五重型柴油车,且二者在中/高负荷工况下的NO_(x)排放相比低负荷时亦有明显降低.但国六重型柴油车的CO_(2)排放却比国五重型柴油车高出10%左右,应引起广泛重视.按窗口功率比大小进行NO_(x)排放分析的3B-MAW方法,既能考虑到重型柴油车道路排放特点,又能兼顾SCR催化剂对NO_(x)排放控制的技术特点,适合用于进行重型柴油车排放远程监控数据评价分析. 展开更多
关键词 重型柴油车 远程排放监控 NO_(x)排放 CO_(2)
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不同海拔下国Ⅵ重型柴油车实际道路NO_(x)排放特性 被引量:2
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作者 吉江林 郑永明 +3 位作者 李世峰 黄从魁 刘典云 何超 《环境工程技术学报》 CAS CSCD 北大核心 2024年第2期355-361,共7页
为了解不同海拔下国Ⅵ重型柴油车的NO_(x)排放特性,利用便携式排放测试系统(PEMS)在4个不同海拔城市(襄阳、昆明、丽江和香格里拉)对国Ⅵ重型柴油车进行实际道路排放测试。结果表明:随着海拔高度的升高,NO_(x)排放呈现增加趋势,高海拔... 为了解不同海拔下国Ⅵ重型柴油车的NO_(x)排放特性,利用便携式排放测试系统(PEMS)在4个不同海拔城市(襄阳、昆明、丽江和香格里拉)对国Ⅵ重型柴油车进行实际道路排放测试。结果表明:随着海拔高度的升高,NO_(x)排放呈现增加趋势,高海拔下的平均NO_(x)排放速率是平原的4.65~20.58倍,NO_(x)综合排放因子是平原的2.80~13.75倍;不同载荷条件下香格里拉的NO_(x)综合排放因子是襄阳、昆明和丽江的1.27~13.75倍;市区路的NO_(x)排放因子是市郊路和高速路的1.05~6.49倍,且香格里拉市区路的排放因子超过400 mg/km;在Bin 11~Bin 14和Bin 21~Bin 28区间,随着机动车比功率(VSP)的升高,NO_(x)排放速率表现出先增大后减小的趋势;不同海拔下车辆从市区路到市郊路、市郊路到高速路行驶时,NO_(x)瞬时排放速率出现峰值;NO_(x)高排放区域集中在高转速、高扭矩区间;海拔与平均NO_(x)排放因子的决定系数为0.86,表现出较强的正相关关系。 展开更多
关键词 海拔 NO_(x)排放因子 国Ⅵ重型柴油车 实际道路排放
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重型柴油车实际道路NO_(x)排放分析方法研究 被引量:1
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作者 吕立群 徐龙 +2 位作者 尹航 杨杨 葛蕴珊 《汽车工程》 EI CSCD 北大核心 2024年第1期151-160,共10页
利用PEMS对6辆典型国六重型柴油车开展实际道路排放测试,基于功基窗口法(中国和欧盟)、NTE法(美国EPA)和3B-MAW法(美国CARB)研究了重型柴油车实际道路NO_(x)排放特性,探讨了不同分析方法的特点及适用性。结果表明:基于功基窗口法的NO_(x... 利用PEMS对6辆典型国六重型柴油车开展实际道路排放测试,基于功基窗口法(中国和欧盟)、NTE法(美国EPA)和3B-MAW法(美国CARB)研究了重型柴油车实际道路NO_(x)排放特性,探讨了不同分析方法的特点及适用性。结果表明:基于功基窗口法的NO_(x)排放结果符合中国和欧盟的监管要求,但基于NTE法和3B-MAW法的NO_(x)排放合规性具有不确定性。NO_(x)排放数据利用率低导致NTE法无法有效分析实际道路NO_(x)排放,3B-MAW法对NO_(x)排放分类管理值得借鉴。冷起动NO_(x)排放占PEMS试验的47.3%~80.7%,重型柴油车冷起动NO_(x)排放应被重视。然而目前中国、欧盟和美国的重型车实际道路NO_(x)排放分析方法均无法有效评估冷起动NO_(x)排放。因此,下阶段排放法规对冷起动NO_(x)排放的监管应当提出相应测试循环、分析方法和排放限值,切实降低重型柴油车NO_(x)实际排放。 展开更多
关键词 重型柴油车 实际道路NO_(x)排放 NTE法 功基窗口法 3B-MAW法
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基于多粒度级联森林的高排放重型柴油车辆的识别方法 被引量:1
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作者 廖琳蔚 杨卓倩 +1 位作者 杨鸿泰 韩科 《交通运输工程与信息学报》 2024年第4期166-181,共16页
机动车尾气排放已成为主要的空气污染来源。车载诊断系统(on-board diagnostics,OBD)作为重要的机动车排放监管工具,可以获取与氮氧化物排放相关的关键信息。然而,由于OBD系统存在数据缺失和数据质量不高的问题,难以准确评估车辆NO_(x)... 机动车尾气排放已成为主要的空气污染来源。车载诊断系统(on-board diagnostics,OBD)作为重要的机动车排放监管工具,可以获取与氮氧化物排放相关的关键信息。然而,由于OBD系统存在数据缺失和数据质量不高的问题,难以准确评估车辆NO_(x)排放水平并有效筛查高排放车辆。本文提出了一种基于多粒度级联森林(multi-Grained Cascade Forest,gcForest)模型的高排放重型柴油车筛选方法。首先,使用Gumbel分布对重型柴油车辆的NO_(x)/CO_(2)数据进行概率分布对象拟合,以确定高排放阈值并标记高排放记录;其次,采用熵值法和多重共线性检验确定最优特征子集,并使用合成少数过采样技术(Synthetic Minority Over-sampling Technique,SMOTE)处理高排放样本和清洁样本比例不平衡问题;最后,构建gcForest模型用于分类排放超标数据。实验结果表明,该模型在识别高NO_(x)排放重型柴油车辆方面具有有效性和适用性。该方法提升了利用OBD数据识别高排放车辆的可行性,为精准监管机动车排放提供了可靠的数据支撑。 展开更多
关键词 信息技术 高排放车辆识别 多粒度级联森林模型 重型柴油车 车载诊断系统 Gumbel分布
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重型柴油车NO_(x)排放因子与其浓度相关性研究 被引量:1
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作者 刘树成 张晓 +4 位作者 刘加昂 杨保华 纪少波 蒲雨新 崔焕星 《环境科学研究》 CAS CSCD 北大核心 2024年第3期545-553,共9页
重型柴油车排放的NO_(x)污染物对环境空气质量影响较大,受排放标准、排放控制技术水平、检测方法、驾驶工况等众多因素的影响,当前较难整体评估在用重型柴油车的实际排放状况.本研究首先通过发动机排放台架试验及实际道路排放(PEMS)循... 重型柴油车排放的NO_(x)污染物对环境空气质量影响较大,受排放标准、排放控制技术水平、检测方法、驾驶工况等众多因素的影响,当前较难整体评估在用重型柴油车的实际排放状况.本研究首先通过发动机排放台架试验及实际道路排放(PEMS)循环试验,探究了重型柴油车NO_(x)排放因子与NO_(x)平均浓度之间的内在联系;其次,研究了远程监控有效数据筛选规则,提出了一种基于NO_(x)日均浓度评估远程监控重型柴油车NO_(x)排放因子的方法.结果表明:重型柴油车发动机排放台架、PEMS循环试验的NO_(x)排放因子均与NO_(x)平均浓度呈较强相关性,相关系数(R^(2))为0.99.通过远程监控平台监测数据验证了重型柴油车的NO_(x)排放因子与NO_(x)日均浓度有一定相关性,R^(2)高于0.9(p<0.01).因此,可用重型柴油车排放的NO_(x)日均浓度来表征整车污染物排放情况.研究显示,安装远程终端的第五和第六排放阶段的重型柴油车,分别按照NO_(x)日均浓度低于200×10^(−6)和50×10^(−6)来判定排放稳定达标重型柴油车,按照NO_(x)日均浓度高于900×10^(−6)和500×10^(−6)来判定高排放重型柴油车,监管部门和车辆生产企业可利用该指标快速筛选排放稳定达标以及高排放重型柴油车. 展开更多
关键词 NO_(x)排放因子 重型柴油车 相关性 远程监控平台 NO_(x)日均浓度
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