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India leads in emission intensity per GDP:Insights from the gridded emission inventory for residential,road transport,and energy sectors
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作者 Viswanath Velamuri Diljit Kumar Nayak +13 位作者 Shubham Sharma Pareshbhai Dineshbhai Parmar Pavan Kumar Nagar Dhirendra Singh Mukesh Sharma Yash Jain Arpit Katiyar Sunil Dahiya Nandikesh Sivalingam Lauri Myllyvirta Rao YSurampalli Tian CZhang Hongliang Zhang Sri Harsha Kota 《Journal of Environmental Sciences》 2025年第12期644-658,共15页
This study presents an emission inventory for 2022,focusing on assessing the emissions of PM_(2.5),PM_(10),NO_(x),SO_(2),CO,and VOC from India's road transport,residential,and thermal power sectors.Road transport ... This study presents an emission inventory for 2022,focusing on assessing the emissions of PM_(2.5),PM_(10),NO_(x),SO_(2),CO,and VOC from India's road transport,residential,and thermal power sectors.Road transport emissions were estimated using a vehicle kilometer traveled methodology derived from a survey of 200,000 vehicles.A regression analysis was conducted to assess residential fuel usage,considering recent changes in consumption patterns and updated data on cleaner fuels.Estimates for the thermal power sector were based on emission monitoring data.The residential sector is the predominant source of PM_(2.5)(1112 kt),PM_(10)(1678 kt),CO(10630 kt),and VOC(2558 kt).The thermal power sector is the predominant source of secondary air pollutant precursors such as NO_(x)(2328 kt)and SO_(2)(4694 kt).India has the highest emission intensity per gross domestic product(GDP)across sectors compared to other countries.For example,PM_(2.5)emissions per GDP from the roads in India are 14,21,and 10 times that of those in China,the USA,and Europe.The southern(29%),eastern(30%),and central(36%)regions were the notable contributors to emissions from transport,residential,and thermal power sectors.Urban areas contributed 5%of the total residential sector emissions across India but 25%of the total road transport sector emissions nationwide.Moreover,power plants within or near the non-attainment cities were responsible for 12%of the overall thermal power pollution recorded across India.The study identifies unequal emission burdens,with economically disadvantaged regions bearing the brunt. 展开更多
关键词 Emission Inventory Particulate Matter India's Emissions Thermal Power road transport Residential combustion
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Factors influencing greenhouse gas emissions from road transport and energy consumption in the Extended Bangkok Metropolitan Region,Thailand
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作者 Sutinee CHOOMANEE Vilas NITIVATTANANON +2 位作者 Kampanart SILVA Kunnawee KANITPONG Jai Govind SINGH 《Regional Sustainability》 2025年第3期103-121,共19页
Road transport plays a crucial role in facilitating mobility and the movement of goods,particularly in the Extended Bangkok Metropolitan Region(EBMR),Thailand.This area is undergoing rapid industrialization and urbani... Road transport plays a crucial role in facilitating mobility and the movement of goods,particularly in the Extended Bangkok Metropolitan Region(EBMR),Thailand.This area is undergoing rapid industrialization and urbanization,resulting in significant energy consumption and greenhouse gas(GHG)emissions.This study examined the relationships among individual socioeconomic factors,travel characteristics,and energy consumption characteristics and their impacts on GHG emissions from road transport.The path analysis technique was applied to identify the key driving factors and their causal relationships.The data were collected through 1600 questionnaire surveys with road drivers in representative areas of the EBMR from December 2022 to May 2023.The results revealed that individual socioeconomic factors significantly influenced GHG emissions from road transport.Among the drivers,factors such as income,age,education,and driving experience indirectly influenced travel characteristics and energy consumption characteristics,impacting GHG emissions.Similarly,individual socioeconomic factors affected the travel characteristics of tourists and personal travelers.Driving experience was a crucial factor for public road transport and freight vehicle drivers,influencing travel characteristics and contributing to GHG emissions.These findings highlight the importance of key policy recommendations,such as promoting the adoption of electric vehicles,optimizing public transport,incentivizing low-emission tourism,and modernizing freight transport with clean technologies,to enhance efficiency,reduce emissions,and support regional sustainability.This study provides policy-makers with insights into the key factors influencing GHG emissions across different driving factors,revealing how individual socioeconomic factors impact travel characteristics and energy consumption characteristics.The findings will inform the development of targeted emission reduction strategies and sustainable transport policies. 展开更多
关键词 road transport Energy consumption Greenhouse gas (GHG)emissions Travel characteristics Path analysis Extended Bangkok Metropolitan Region(EBMR)
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Gradient effect of road transportation on economic development in different geomorphic regions 被引量:5
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作者 YANG Xue-ting FANG Yi-ping +1 位作者 QIU Xiao-ping ZHU Fu-biao 《Journal of Mountain Science》 SCIE CSCD 2018年第1期181-197,共17页
The economic benefits of transport infrastructure investment have been widely accepted.However,the varying influence of road transport development across vertical space has rarely been discussed.Taking Sichuan provinc... The economic benefits of transport infrastructure investment have been widely accepted.However,the varying influence of road transport development across vertical space has rarely been discussed.Taking Sichuan province in China as case study area where the landform is diverse and complex,administrative counties were categorized into 4 main types:plain counties,hill counties,mountain counties,and plateau counties.Using statistical data during 2006-2014,theperformanceofeconomic development and transport construction level in the four types of counties are discussed.Subsequently,the heterogeneous effect of each grade road on economy was calculated by local regression model(GWR).The results indicate that plain counties largely surpassed the other geomorphic counties in economic development level,while the gradient gap among them was on the decline.Similarly,distribution of transport infrastructure presented a decreasing trend from the low plain counties to high plateau counties.Regional imbalances were mainly reflected in the County road and Village road.Regarding the changes of regional gaps,National&Provincial roads and County roads were constantly expanding,whereas the disparity of Village road was slowly narrowing over time.Particularly noteworthy was the non-stationary economic influence of traffic factors across vertical gradients.On average,National&Provincial roads generated higher benefits in the high elevation regions than the lowlands.In contrast,County road and Village road were found to be more effective in promoting economic development in plains.With regard to local estimates of traffic factors,coefficients in mountain counties exhibited larger fluctuation ranges than other geomorphic units.The conclusions provide a basis for government decisionmaking in a more reasonable construction arrangement of road facilities and sustainable economic development. 展开更多
关键词 Geomorphic counties road transportation Economic development Geographically weighted regression Gradient variation
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Road transport and urban air quality in China
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作者 Shen Dixin, Zhuang Yahui, Fan Xiuying, Chen Hongde, Tian Qun,Zhang Wei, Han Shenghui Research Center for EcoEnvironmental Sciences, Chinese Academy of Sciences, Beijing 100085, China 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 1999年第3期350-354,共5页
This paper takes a comprehensive view at transportationrelated air pollution problems and solution options.  While the transport infrastructure in major Chinese cities is briefed, the environmental impacts of transp... This paper takes a comprehensive view at transportationrelated air pollution problems and solution options.  While the transport infrastructure in major Chinese cities is briefed, the environmental impacts of transport activities on urban air quality are discussed in detail. Not only the contribution of automotive emissions to the CO, NMHC and NO\-x pollution in urban areas is reviewed, but also concerns over the carcinogenic emissions, lead deposition and noise are presented. From a lifecycle view point, the impacts of motorway construction, as  well as those from scrapped cars, car batteries and old tires in China have been taken into account.   In the second part of this paper, the current technical efforts to curb vehicular emissions are evaluated. The performances of unleaded petrol, domestic catalytic converters, and fuel injection systems have been assessed. Options of cleaner alternative fuels and “green” vehicles are discussed, with both the life-cycle impacts and economic feasibility emphasized. Policy and management aspects for effective pollution control are tackled. In particular, speculations about potential economic incentives and legislative measures for vehicular pollution control are presented. 展开更多
关键词 road transport urban air quality vehicular emission.
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Options for Greenhouse Gas Mitigation Strategies for Road Transportation in Oman
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作者 Patrick Amoatey Hameed Sulaiman 《American Journal of Climate Change》 2017年第2期217-229,共13页
Oman is a fast developing country where about 76% of registered vehicles as of 2014 were private cars with approximately one private car per household. The growth of automobile is faster than the growth of human popul... Oman is a fast developing country where about 76% of registered vehicles as of 2014 were private cars with approximately one private car per household. The growth of automobile is faster than the growth of human population. From 2000-2009, Omani population has increased by 2% per annum while automobile usage in the country has increased by 4.3%. The leadership of Sultanate of Oman has pledged to cut down greenhouse (GHG) emissions by 2% as a commitment to United Nation Framework Convention on Climate Change (UNFCCC). Due to very limited public transportation system, traffic congestion and emission from vehicles are high during working days since majority of individuals uses private vehicles as only means of transport. This paper seeks to combine mitigation measures adopted in selected Middle East and North Africa (MENA) and UNFCCC to suggest cost-effective measures suitable in reducing GHG emissions from road transportation sector in Oman. These measures will specifically reduce vehicular emissions during working days where car occupancy rates are very low in an economically sustainable way. 展开更多
关键词 GREENHOUSE Gas road transport PRIVATE VEHICLES MITIGATION Oman
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Energy Conservation in China’s Road Transport: Policy Analysis
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作者 Xiaoyi He Xunmin Ou +2 位作者 Xiliang Zhang Xu Zhang Qian Zhang 《Open Journal of Energy Efficiency》 2013年第3期121-124,共4页
Energy consumption for transport purposes has increased rapidly in China over the past decade. China’s transport industry has undergone remarkable developments in energy conservation through structural, technological... Energy consumption for transport purposes has increased rapidly in China over the past decade. China’s transport industry has undergone remarkable developments in energy conservation through structural, technological and managerial measures. The paper analyzes energy-conservation policies and measures related to road transport in China. The paper also identifies constraints for these policies and measures. The transport management authorities face a series of difficulties associated with methods, costs, public awareness, and management systems. Suggestions for improvement are also offered, including promotion of energy-efficient private vehicles, advances in business vehicle energy conservation, exploiting the energy potential of urban traffic and infrastructure development for energy-efficient clean vehicles. 展开更多
关键词 ENERGY CONSERVATION road transport POLICY Analysis China
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ComplexTrans-Global Rail-Road Transportation System Economical and Clustered Individual and Individualised Public Transport also Prevents the Spread of Covid 19
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作者 Jiri Hofman Roman Cermak 《Journal of Civil Engineering and Architecture》 2021年第5期255-276,共22页
Land transport can no longer meet the requirements.European transport can be described by these words−crowded motorways and cities,dangerous emissions,ubiquitous traffic accidents,delays,expensive railways.Solutions a... Land transport can no longer meet the requirements.European transport can be described by these words−crowded motorways and cities,dangerous emissions,ubiquitous traffic accidents,delays,expensive railways.Solutions are being sought to transfer a large part of passengers and especially freight transport to(high-speed)rail,and efforts are moving towards electromobility,car-sharing,5G-connectivity,autonomous driving,MaaS(Mobility as a Service)-coordinated transport or hyperloop-type solutions.However,all these solutions have additional challenges and limitations.Solutions are not being searched where they really exist-in the mutual adaptation of road and rail vehicles and their deep cooperation.The ComplexTrans project shows that simply adapting the dimensions and functions of road and rail vehicles can eliminate(or at least significantly reduce)all the problems of existing land transport.The main features of the ComplexTrans system are sufficient parking spaces,reduction of urban and non-urban congestion,electric vehicles with unlimited range and cheaper than standard cars,cheaper and more accessible battery charging,“autonomous ride”,solving the overlap between passenger and freight rail transport and making it self-financing,transferring intercity freight transport to rail,replacing part of continental air transport and many others.The cost-effective and clustered individual transport and individualised public transport of the ComplexTrans system also bring very significant reductions in the risk of transmission of covid-19 and other contagious diseases during transport. 展开更多
关键词 land transport intermodal transport mixed transport road and rail transport passenger and freight transport city transport intercity transport private transport public transport MAAS covid prevention in public transport e-mobility autonomous ride car parking traffic density reduction platooning range extender battery exchange energy need reduction CO2 emissions reduction V2G transport and energy sector cooperation energy safety
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Systematic literature review on the applications,impacts,and public perceptions of autonomous vehicles in road transportation system 被引量:8
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作者 Isaac Oyeyemi Olayode Bo Du +2 位作者 Alessandro Severino Tiziana Campisi Frimpong Justice Alex 《Journal of Traffic and Transportation Engineering(English Edition)》 EI CSCD 2023年第6期1037-1060,共24页
As the advancement of driverless technology,together with information and communication technology moved at a fast pace,autonomous vehicles have attracted great attention from both industries and academic sectors duri... As the advancement of driverless technology,together with information and communication technology moved at a fast pace,autonomous vehicles have attracted great attention from both industries and academic sectors during the past decades.It is evident that this emerging technology has great potential to improve the pedestrian safety on roads,mitigate traffic congestion,increase fuel efficiency,and reduce greenhouse gas emissions.However,there is limited systematic research into the applications and public perceptions of autonomous vehicles in road transportation.The purpose of this systematic literature review is to synthesise and analyse existing research on the applications,implications,and public perceptions of autonomous vehicles in road transportation system.It is found that autonomous vehicles are the future of road transportation and that the negative perception of humans is rapidly changing towards autonomous vehicles.Moreover,to fully deploy autonomous vehicles in a road transportation system,the existing road transportation infrastructure needs significant improvement.This systematic literature review contributes to the comprehensive knowledge of autonomous vehicles and will assist transportation researchers and urban planners to understand the fundamental and conceptual framework of autonomous vehicle technologies in road transportation systems. 展开更多
关键词 Autonomous vehicles Autonomous mobility Public perception road transportation Traffic safety
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Impacts of reducing air pollutants and CO_(2) emissions in urban road transport through 2035 in Chongqing, China 被引量:8
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作者 Linfeng Duan Wei Hu +5 位作者 Di Deng Weikai Fang Min Xiong Peili Lu Zhenliang Li Chongzhi Zhai 《Environmental Science and Ecotechnology》 2021年第4期55-66,共12页
The road transport sector in megacities is confronted with pressing local air pollution and carbon dioxide(CO_(2))control issues.To determine effective policy instruments for saving energy and the co-control of air po... The road transport sector in megacities is confronted with pressing local air pollution and carbon dioxide(CO_(2))control issues.To determine effective policy instruments for saving energy and the co-control of air pollutants and CO_(2),several mainstream measures were examined and compared in Chongqing's road transport sector from 2017 to 2035.An integration assessment framework was developed by combining the Long-range Energy Alternatives Planning(LEAP)system and a set of quantitative methods for evaluating the co-benefits of emission reductions(including the air pollutant equivalent(APeq),cocontrol coordinate system,and pollutant reduction cross-elasticity(Elsa/b)).Results showed that the shifting transportation modes scenario presented the most significant potential for energy-saving and emission reductions,reducing energy use by 30.9%and air pollutants and CO_(2) emissions by approximately 27e32%compared with the business as usual(BAU)scenario in 2035.The improving energy efficiency scenario also provided significant co-benefits for reducing air pollutants and CO_(2) emissions.Nevertheless,the promoting alternative fuel scenario may increase fine particulate matter(PM2.5)emissions by 2.2%compared to BAU in 2035 under the cleanness of regional electricity in 2017.Our findings suggest that the shifting transportation modes were effective measures to reduce air pollutants and CO_(2) in the short term synergistically,and highlighted the importance of cleaner electricity generation to develop electric vehicles in the medium and long term. 展开更多
关键词 CO-BENEFITS Air pollutants Carbon dioxide Energy consumption road transport
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Direct energy rebound effect for road transportation in China
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作者 Donglan ZHA Pansong JIANG Xue ZHANG 《Frontiers of Engineering Management》 CSCD 2023年第4期597-611,共15页
The enhancement of energy efficiency stands as the principal avenue for attaining energy conservation and emissions reduction objectives within the realm of road transportation.Nevertheless,it is imperative to acknowl... The enhancement of energy efficiency stands as the principal avenue for attaining energy conservation and emissions reduction objectives within the realm of road transportation.Nevertheless,it is imperative to acknowledge that these objectives may,in part or in entirety,be offset by the phenomenon known as the energy rebound effect(ERE).To quantify the long-term EREs and short-term EREs specific to China’s road transportation,this study employed panel cointegration and panel error correction models,accounting for asymmetric price effects.The findings reveal the following:The long-term EREs observed in road passenger transportation and road freight transportation range from 13%to 25%and 14%to 48%,respectively;in contrast,the short-term EREs in road passenger transportation and road freight transportation span from 36%to 41%and 3.9%to 32%,respectively.It is noteworthy that the EREs associated with road passenger transportation and road freight transportation represent a partial rebound effect,falling short of reaching the magnitude of a counterproductive backfire effect.This leads to the inference that the upsurge in energy consumption within the road transportation sector cannot be solely attributed to advancements in energy efficiency.Instead,various factors,including income levels,the scale of commodity trade,and industrial structure,exert more substantial facilitating influences.Furthermore,the escalation of fuel prices fails to dampen the demand for energy services,whether in the domain of road passenger transportation or road freight transportation.In light of these conclusions,recommendations are proffered for the formulation of energy efficiency policies pertinent to road transportation. 展开更多
关键词 road transportation direct energy rebound effect asymmetric price effects panel data model
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Political and Economic Analysis of the South Silk Road: from a Transportation Safety Perspective
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作者 Pang Jian He Sha 《China Oil & Gas》 CAS 2017年第4期11-16,23,共7页
With a long history, the South Silk Road has been and will continue to be an important corridor of economic, political, cultural and religious exchange between Southwest China and Southeast Asia, South Asia, the Middl... With a long history, the South Silk Road has been and will continue to be an important corridor of economic, political, cultural and religious exchange between Southwest China and Southeast Asia, South Asia, the Middle East, West Asia and Europe. The transportation corridor established by the South Silk Road has both important strategic significance and value for China's transportation safety, and the potential to bring huge political and economic benefits to our country. However, all kinds of challenges and threats need to be dealt with in order for it to achieve strategic value and play the role of a transportation corridor, thereby ensuring China's strategic security. 展开更多
关键词 South Silk road transportation safety Political and economic analysis
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Discussion on Road Traffic Problems and “Public Transport Priority” Policy in the Macao Peninsula
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作者 Ziwei Huang 《World Journal of Engineering and Technology》 2020年第4期631-641,共11页
<div style="text-align:justify;"> The roads on the Macao Peninsula are famous for their short, fast, and small features. At the same time, due to the protection of historical and cultural sites, the ro... <div style="text-align:justify;"> The roads on the Macao Peninsula are famous for their short, fast, and small features. At the same time, due to the protection of historical and cultural sites, the road network system is mostly based on the planning and design of the previous road network system. Although the planning of the contemporary road network system is quite unique, it has not been considered to the contemporary transporting needs of the citizens of Macao. At the same time, the complexity of the road network makes zonings unobvious functional and mixes urban functions in the region. Therefore, through field surveys, the relevant data of the Macao Transport Bureau (DSAT) is combined to find out the current problems of the road traffic on the Macao Peninsula and analyze the strategy of optimizing the “public transport priority” public transportation prove system. At Last, regarding the citizen as the core and find out the relationship between passengers and the public transportation system to explore the future development direction of the road traffic planning and design of the Macao Peninsula will become the main direction of this study. </div> 展开更多
关键词 The Macao Peninsula road Traffic Public transport Priority Government Policy
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基于碳排放成本内部化的公铁联运定价策略研究
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作者 王辉 石瑜 +2 位作者 杨洋 陈进杰 黄守刚 《铁道运输与经济》 北大核心 2025年第10期84-94,共11页
货运价格直接影响托运人对运输方式的选择,科学合理的定价能有效提高公铁联运在与公路运输竞争时的优势。在双碳背景下,以碳税形式考虑碳排放成本内部化对定价的影响,基于公铁联运经营人和托运人的双重视角,依据利润分析和广义费用建立... 货运价格直接影响托运人对运输方式的选择,科学合理的定价能有效提高公铁联运在与公路运输竞争时的优势。在双碳背景下,以碳税形式考虑碳排放成本内部化对定价的影响,基于公铁联运经营人和托运人的双重视角,依据利润分析和广义费用建立双层规划定价模型。通过比较考虑碳排放成本前后,公路运输和公铁联运2种方式的货运分担率变化,分析碳税政策的有效性,进而研究不同的碳税税率对于货运相关利益方的影响。结果表明:碳税政策能够减少货运行业碳排放量;仅考虑公路运输和公铁联运2种方式时,随着碳税税率的提高,公铁联运定价上涨,分担率总体呈上升趋势。本研究为多式联运经营者优化定价策略、实现利润增长提供决策支持,并为政府制定和征收碳税提供参考。 展开更多
关键词 公铁联运 碳排放成本内部化 定价策略 双层规划模型 广义费用
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基于异质交通流基本图的通行能力模型
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作者 张文会 宋子文 +1 位作者 张超 张攀 《江苏大学学报(自然科学版)》 北大核心 2025年第4期388-394,共7页
为研究智能网联车辆与人工驾驶车辆混合的异质交通流通行能力特性,基于协同自适应控制模型和智能驾驶员模型,推导出考虑反应时间的异质交通流基本图模型.首先,根据不同的跟驰模式确定异质交通流下的车辆比例;其次,基于推导出的异质交通... 为研究智能网联车辆与人工驾驶车辆混合的异质交通流通行能力特性,基于协同自适应控制模型和智能驾驶员模型,推导出考虑反应时间的异质交通流基本图模型.首先,根据不同的跟驰模式确定异质交通流下的车辆比例;其次,基于推导出的异质交通流基本图模型,解析智能网联车辆渗透率与通行能力之间的联系,并对模型中的影响参数做敏感性分析;最后,借助SUMO仿真软件验证该模型的有效性.结果表明:在相同的密度下,提高智能网联车辆渗透率有利于道路通行能力的提升,渗透率平均每增加20%,通行能力增加607.81辆/h;车头时距每减少0.1 s和自由流速度每增大5 m/s分别提高道路通行能力341.00和317.00辆/h,同时也说明反应时间的减少对通行能力提高有积极作用;当智能网联车辆渗透率增大时仿真数据点也会出现不同程度的波动,但它们都在理论曲线附近,仿真结果与理论曲线基本相符,证明了异质交通流基本图模型的合理性和有效性. 展开更多
关键词 通行能力 交通工程 智能网联车辆 异质交通流 基本图
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基于反事实推断的自动驾驶路测险态场景推演 被引量:1
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作者 涂辉招 刘建泉 +3 位作者 卫雨桐 王万锦 郭静秋 汪敏 《同济大学学报(自然科学版)》 北大核心 2025年第2期223-232,共10页
以自动驾驶接管案例数据为基础,辨析接管干预类型及其与场景要素的关系,构建自动驾驶路测信任接管、避险接管及优化接管3类险态场景;通过搭建CARLA-SUMO联合仿真平台,以反事实推断方法还原险态场景,利用路测实际数据训练自动驾驶车辆模... 以自动驾驶接管案例数据为基础,辨析接管干预类型及其与场景要素的关系,构建自动驾驶路测信任接管、避险接管及优化接管3类险态场景;通过搭建CARLA-SUMO联合仿真平台,以反事实推断方法还原险态场景,利用路测实际数据训练自动驾驶车辆模型,并推演险态场景下自动驾驶运行状况,从安全、效率、舒适度等维度提出自动驾驶智能行驶水平评价指标。分析表明,反事实推断方法在实现自动驾驶路测险态场景推演方面具有优异表现;同类险态场景下自动驾驶小客车智能行驶水平优于卡车;不同类险态场景的场景要素差异性显著,且相较于其他类型接管场景,避险接管场景自动驾驶智能行驶水平更为可靠。 展开更多
关键词 交通运输 自动驾驶路测 接管干预 险态场景 反事实推断
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利用知识图神经推荐算法实时评估危险品道路运输风险
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作者 王占中 兰若冰 +1 位作者 杨萌 张书源 《同济大学学报(自然科学版)》 北大核心 2025年第8期1253-1261,共9页
基于知识图神经推荐算法(KGCN)进行危险品道路运输实时风险评估,旨在通过实时评估危险品道路运输风险,及时发现高风险因素,提前调整运输状态,降低危险品道路运输发生风险的概率和避免造成严重的事故后果。构建危险品道路运输事件知识图... 基于知识图神经推荐算法(KGCN)进行危险品道路运输实时风险评估,旨在通过实时评估危险品道路运输风险,及时发现高风险因素,提前调整运输状态,降低危险品道路运输发生风险的概率和避免造成严重的事故后果。构建危险品道路运输事件知识图谱,基于图神经网络(GNN)将该知识图谱嵌入推荐算法,计算风险因素导致风险事件发生的可能性,针对危险品道路运输事件给出个性化的风险评估结果。该方法简化了实时数据处理操作,克服了实时数据稀疏的困难,以54097条货物道路运输报警数据为实例进行验证,得出AUC值稳定在0.83左右,计算结果可靠。 展开更多
关键词 道路运输 实时风险评估 知识图谱 图神经网络 推荐算法
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考虑中转延误风险的煤炭公铁联运低碳路径优化
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作者 张文会 向宇豪 +1 位作者 郑文诏 肖宇欣 《科学技术与工程》 北大核心 2025年第13期5609-5617,共9页
针对煤炭联运过程中集装箱大规模到达时,会造成节点换装过程中集装箱挤压和中转延误等问题。基于此,采用量化管理理论中的“人、机、料、法、环”五维框架对节点换装过程中产生的中转延误风险进行评价,以客观赋权法(criteria importance... 针对煤炭联运过程中集装箱大规模到达时,会造成节点换装过程中集装箱挤压和中转延误等问题。基于此,采用量化管理理论中的“人、机、料、法、环”五维框架对节点换装过程中产生的中转延误风险进行评价,以客观赋权法(criteria importance though intercrieria correlation, CRITIC)对煤炭公铁联运中转延误风险进行量化评估,进而将风险纳入路径优化的考虑因素中来,同时引入改进的活动总量-模式分配-能源强度-排放因子(activity-share-intensity-factor, ASIF)方程对运输和中转节点换装过程的碳排放进行度量,建立全货运时间内的碳排放和中转延误风险模型。基于上述模型,提出以最低碳排放、最小运输成本、最短运输时间、最低中转延误风险为目标的煤炭公铁联运路径优化模型。以运输实例分析的过程,引入了MATLAB编程,设计非支配排序遗传算法Ⅱ(non-dominated sorting genetic algorithmⅡ,NSGA-Ⅱ)算法对算例进行求解,分别模拟了不同运输决策条件下的各优化结果,以最低碳排放、最小运输成本、最短运输时间、最低中转延误风险的单目标优化结果,与综合考虑上述目标的多目标优化结果对比,探究多目标优化在处理煤炭公铁联运低碳路径优化上的优势。研究结果表明:多目标优化方案相比单目标优化能够有效地降低运输费用,缩短运输时间,减少综合能耗,并降低中转延误风险,实现煤炭公铁联运经济与安全水平的综合最优;同时,也为不同运输需求及情景下的公铁联运路径优化提供了一定的参考依据。 展开更多
关键词 公铁联运 煤炭运输 中转延误风险 碳排放 多目标规划 路径优化
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危险货物道路运输执法监管现状、问题及建议——以重庆市为例
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作者 刘松 蔺雅芝 彭勇 《重庆交通大学学报(社会科学版)》 2025年第2期42-49,89,共9页
随着我国经济社会的发展,危货物流行业发展迅速,危险品生产、使用、仓储、运输和进出口总量日益增加。近年来,道路危险货物运输事故仍不时发生,造成巨大的经济和环境损失以及严重的后果,侧面暴露出危货道路运输政府执法监管问题日益突... 随着我国经济社会的发展,危货物流行业发展迅速,危险品生产、使用、仓储、运输和进出口总量日益增加。近年来,道路危险货物运输事故仍不时发生,造成巨大的经济和环境损失以及严重的后果,侧面暴露出危货道路运输政府执法监管问题日益突出。以重庆市为例,从国家层面入手,宏观了解危货道路运输情况,重点分析重庆市中心城区危货道路运输现状,剖析危货道路运输执法监管过程中存在的问题,从市场准入、企业、从业人员、运输车辆、联勤联动、车联网运用等方面提出相应的对策建议,为政府监管提供参考,更好地完成重庆市危险货物道路运输任务。 展开更多
关键词 道路运输 危险货物 监管现状 安全管理 对策
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基于遥感影像的农田道路提取及秸秆收储站选址优化 被引量:1
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作者 陈理 马明旭 +4 位作者 韩毅 赖有春 李美华 刘海帆 周宇光 《农业工程学报》 北大核心 2025年第18期200-211,共12页
近年来遥感影像资源日益丰富,算力显著提升,对遥感影像语义分割得到的地物分类图更加精细。在农业领域,分析农田和道路分布特征信息,能够精确判断秸秆产量和农田道路分布数据,有利于科学合理制定收储运输路径规划。现有研究中利用深度... 近年来遥感影像资源日益丰富,算力显著提升,对遥感影像语义分割得到的地物分类图更加精细。在农业领域,分析农田和道路分布特征信息,能够精确判断秸秆产量和农田道路分布数据,有利于科学合理制定收储运输路径规划。现有研究中利用深度学习模型提取农田道路信息存在难度大等问题。该研究使用语义分割技术,开展遥感影像中农田道路信息提取研究,以影像提取的地物分类为依据,进行秸秆收储站选址优化研究。通过消融试验证明不对称融合非局部块AFNB(asymmetric fusion non-local block,AFNB)和双重注意力模块(structure of the dual attention module)均能对分割效果起到积极作用,二者叠加后的综合结果较原始网络模型道路交并比IoU-road、道路准确率Acc-road和平均交并比m IoU分别提高了5.20、7.78和2.73个百分点。利用类激活图分析,该模型显著提高了农田道路信息提取的准确性和效率,并在多个数据集上验证了其优越性,取得的mIoU最低可达68.98%。为验证改进DlinkNet模型在其他农村地区的泛化性,以河北省高邑县为例,完成农田道路提取任务并根据提取结果进行了分析。基于World Cover数据集,在Kmeans聚类算法的基础上进行了秸秆收储站选址优化研究,通过定义秸秆资源分布密度、城镇居民区、河流、湖泊和其他环境因素对村级秸秆回收站选址进行了优化,证明选址最优解可满足环境保护、秸秆资源和交通因素等要求,为后续秸秆收运路径优化研究奠定基础,从而构建秸秆收储运全流程优化体系。 展开更多
关键词 遥感影像 农田特征提取 道路信息 秸秆收储运 选址优化
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