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Impacts of automated passenger cars on the capacity of a freeway basic section: applicability in the determination of vehicle adjustment factors in mixed traffic
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作者 Sia M.Lyimo Valerian Kwigizile +1 位作者 Jun-Seok Oh Zachary D.Asher 《Digital Transportation and Safety》 2023年第4期298-307,共10页
The highway capacity manual(HCM)provides a formula to calculate the heavy vehicle adjustment factor(fHV)as a function of passenger car equivalent factors for the heavy vehicle(ET).However,a significant drawback is tha... The highway capacity manual(HCM)provides a formula to calculate the heavy vehicle adjustment factor(fHV)as a function of passenger car equivalent factors for the heavy vehicle(ET).However,a significant drawback is that the methodology was established solely based on human-driven passenger cars(HDPC)and human-driven heavy vehicles(HDHV).Due to automated passenger cars(APCs),a new adjustment factor(fAV)might be expected.This study simulated traffic flows at different percentages of HDHVs and APCs to investigate the impacts of HDHVs and APCs on freeway capacity by analyzing their influence on fHV and fAV values.The simulation determined observed adjustment factors at different percentages of HDHVs and APCs(fobserved).The HCM formula was used to calculate(fHCM).Modifications to the HCM formula are proposed,and vehicle adjustment factors due to HDHVs and APCs were calculated(fproposed).Results showed that,in the presence of APCs,while fobserved and fHCM were statistically significantly different,fobserved and fproposed were statistically equal.Hence,this study recommends using the proposed formula when determining vehicle adjustment factors(fproposed)due to HDHVs and APCs in the traffic stream. 展开更多
关键词 Connected and automated vehicles Adjustment factors passenger car equivalent factors Automated passenger cars Freeway operation
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NUMERICAL ANALYSIS OF NONLINEAR STABILITY FOR RAILWAY PASSENGER CARS 被引量:8
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作者 Zeng Jing National Traction Power Laboratory, Southwest Jiaotong University 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2001年第2期97-101,共5页
The Newton Raphson iteration and QR algorithm are combined to search the Hpf bifurcation point of the vehicle running on straight track and on large radius curved tracks. Limit cycles that are bifurcated from the equ... The Newton Raphson iteration and QR algorithm are combined to search the Hpf bifurcation point of the vehicle running on straight track and on large radius curved tracks. Limit cycles that are bifurcated from the equilibrium points and the saddle node bifurcation point are computed through employing a variable step Runge Kutta method and the Poincaré map. Finally, numerical simulations are carried out for the stability of a high speed passenger car operating on straight and large radius curved tracks. The influences of the radius of curvature and the superelevation of the track on the stability of the vehicle system are investigated. 展开更多
关键词 Railway passenger car STABILITY BIFURCATION Limit cycle Critical speed
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STUDY ON DYNAMIC CURVING BEHAVIOR OF TILTING PASSENGER CARS
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作者 Liu Hongyou Zeng Jing National Traction Power Laboratory, Southwest Jiaotong University, Chengdu 610031, China 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2002年第4期360-365,371,共7页
By using tilting carbodies, train can negotiate at a higher speed withoutreducing the passenger's ride quality. This is a good method to allow a significant increase inspeed at existing track to improve the railwa... By using tilting carbodies, train can negotiate at a higher speed withoutreducing the passenger's ride quality. This is a good method to allow a significant increase inspeed at existing track to improve the railway transportation capability, and to enhance thecompetition ability of railways with other transportation systems. With the increase of the curvenegotiation speed, the wheel-rail lateral forces and wheel-rail wear of the tilting train willincrease. The self-steering radial bogie is an effective way to solve the problem. The dynamic modelof the tilting passenger car with self-steering bogies is established in detail, and the curvingperformance of the car is investigated. 展开更多
关键词 tilting passenger car self-steering bogie dynamic curving behavior wheel-rail interaction
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Kinematic and Kinetic Analysis for the Tilting Mechanism of Railway Passenger Cars
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作者 邬平波 曾京 刘宏友 《Journal of Modern Transportation》 2000年第1期92-98,共7页
The kinematics and kinetics of the tilting mechanism of railway passenger cars are studied. The parameters of the mechanism are given. The motions of the actuator, the center of gravity of the carbody and the center o... The kinematics and kinetics of the tilting mechanism of railway passenger cars are studied. The parameters of the mechanism are given. The motions of the actuator, the center of gravity of the carbody and the center of coupler are calculated. Finally, the maximum driving force, output power and velocity of the actuator are discussed in detail. 展开更多
关键词 KINEMATICS KINETICS tilting mechanism railway passenger car
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Explicit–Implicit Co-Simulation Techniques for Dynamic Responses of a Passenger Car on Arbitrary Road Surfaces 被引量:2
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作者 Hongzhou Hu Zhihua Zhong 《Engineering》 SCIE EI 2019年第6期1171-1178,共8页
To study the durability of a passenger car, this work investigates numerical simulation techniques. The investigations are based on an explicit implicit approach in which substructure techniques are used to reduce the... To study the durability of a passenger car, this work investigates numerical simulation techniques. The investigations are based on an explicit implicit approach in which substructure techniques are used to reduce the simulation time, allowing full vehicle dynamic analyses to be performed on a timescale that is dif cult or impossible with the conventional nite element model (FEM). The model used here includes all necessary nonlinearities in order to maintain accuracy. All key components of the car structure are modeled with deformable materials. Tire road interactions are modeled in the explicit package with contact-impact interfaces with arbitrary frictional and geometric properties. Key parameters of the responses of the car driven on six different kinds of test road surfaces are examined and compared with experimental values. It can be concluded that the explicit implicit co-simulation techniques used here are ef cient and accurate enough for engineering purposes. This paper also discusses the limitations of the proposed method and outlines possible improvements for future work. 展开更多
关键词 Durability study Dynamic responses passenger car Explicit–implicit co-simulation Contact-impact Friction SUBSTRUCTURES
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FAW Technology Strategies of Low-Carbon Passenger Car 被引量:1
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作者 Li Jun 《汽车技术》 北大核心 2012年第12期7-13,共7页
Author analyzed the global background of low-carbon technology around the world,a technology & economy analysis model called TOS was developed in the paper,author analyzed technology paths for low-carbon Car in Ch... Author analyzed the global background of low-carbon technology around the world,a technology & economy analysis model called TOS was developed in the paper,author analyzed technology paths for low-carbon Car in China based on the current technologies available and technologies to be developed in China,3 possible paths are presented based on the analysis,author also explained the FAW BlueWay technology strategies for low carbon cars both for short mid and long term objectives.Author concludes the paper with illustration of powertrain lineup for FAW BlueWay Technologies. 展开更多
关键词 英语摘要 汽车技术 发动机 能源
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Performance Development Target Setting of Passenger Car Diesel Engine
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作者 ZHENG Guangyong YU Xiumin +2 位作者 LIU Jiangwei SONG Tao LI Wenxiang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2013年第3期512-517,共6页
Setting engine emission targets to meet diesel car requirements is particularly important in engine performance development phase. Many researches are focused on associating vehicle performance with engine targets, bu... Setting engine emission targets to meet diesel car requirements is particularly important in engine performance development phase. Many researches are focused on associating vehicle performance with engine targets, but most work is done by testing, which is time and cost consuming, furthermore, the relationship of vehicle and engine will change when either engine or vehicle changes. A GT-Drive model to simulate New European Driving Cycle (NEDC) for passenger car is developed and calibrated by testing data, model precision is controlled within 5%. Time distribution of engine operating conditions when car running NEDC cycle has been analyzed, 10 critical major engine operating points are summarized according to running time proportion. Emission of NOx and smoke control regions containing these 10 points for target engine are set. Vehicle emissions are simulated and evaluated during engine development after engine performance test data are got, and engine combustion system layout and calibration are adjusted until vehicle targets are met. Vehicle is tested in chassis dynamometer finally, the testing results show a good agreement with the simulated results with an error of less than 5%, which proves that the emission value exchange of vehicle and engine is reliable. Performance target decomposition method for passenger car diesel presented can greatly shorten the development cycle and save costs. 展开更多
关键词 passenger car diesel engine emission target New European Driving Cycle simulation analysis
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Estimation of Passenger Car Equivalents for Basic Freeway Sections at Different Traffic Conditions
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作者 Jalal Taqi Shaker Al-Obaedi 《World Journal of Engineering and Technology》 2016年第2期153-159,共7页
Passenger car equivalent (PCE) is an important factor which is used to convert traffic volumes containing proportions of heavy good vehicles (HGVs) to a unify measure containing only passenger cars units (PCU). This p... Passenger car equivalent (PCE) is an important factor which is used to convert traffic volumes containing proportions of heavy good vehicles (HGVs) to a unify measure containing only passenger cars units (PCU). This paper uses large data base of real traffic raw data extracted from loop detector before being aggregated to estimate PCEs. These detectors are located on the M25 and the M42 motorway sites in the United Kingdom. The selected sites represent basic freeway segments as they are far away from the influence of entrance (on ramp) and exit (off ramp) sections. The data are filtered properly so as to estimate passenger car equivalents (PCEs) using lagging headway method for close following situations at different speed ranges. The results suggest that for the same location, the equivalency factors are varies significantly based traffic speed. However, it is proved that such variation with traffic speed is influenced by the differences in lengths between HGVs and cars. Regression models have also been developed linking the PCEs with traffic speed. 展开更多
关键词 passenger car Unit passenger car Equivalent Trucks Equivalency Factor Lagging Headway Close Following
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Dongfeng to Form an “Aircraft Carrier” of Passenger Car Chassis Makers
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《China's Foreign Trade》 2001年第7期35-35,共1页
关键词 of passenger car Chassis Makers FORM Aircraft carrier Dongfeng to Form an
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China June Passenger Car Sales Rise 29% on Discounts
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《China's Foreign Trade》 2007年第14期32-32,共1页
China's passenger car sales rose 29% in June as automakers cut prices to lure consumers.
关键词 China's passenger car sales automaker prices consumers
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Benefits of Reducing Air Emissions: Replacing Conventional with Electric Passenger Vehicles 被引量:1
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作者 Ofira Ayalon Bernanda Flicstein Amos Shtibelman 《Journal of Environmental Protection》 2013年第10期1035-1043,共9页
The study estimated the cost of local and global air emissions, and to compare the differences between electric passenger vehicles (EV) and conventional, internal combustion engine (ICE) vehicles. The air emissions we... The study estimated the cost of local and global air emissions, and to compare the differences between electric passenger vehicles (EV) and conventional, internal combustion engine (ICE) vehicles. The air emissions were estimated for the year 2020, for Denmark, France and Israel, because of their significantly different fuel mixes to produce electricity—a high percentage of renewable energy, mainly nuclear energy and high fossil fuels, respectively. Air emissions from electricity production and conventional traffic were calculated for each country and then multiplied by the specific country’s cost of emissions. Subtracting the total cost of electricity production from the total cost of conventional transportation yields the total benefit for each of the economies studied. The environmental benefit, depending on EV penetration rates, was found to be in the range of 7.8 to 133 MEUR/year for Denmark, 94 to1948 MEUR/year for France and only 4 to 82 MEUR/year for Israel, whose energy mix is the most polluting. Our analysis also shows higher potential benefits when replacing passenger car fleets comprising a high percentage of diesel cars with EVs, as well as in highly populated areas. In addition, we quantified the differences between EVs with fixed batteries and the new switch able battery concept (EASYBAT), as part of the EU 7th Framework Program me. The additional electricity demands for the EASYBAT concept are negligible, and therefore, do not change the overall conclusion that the cleaner the electricity energy mix and the higher the penetration of EVs, the higher the environmental benefits achieved. 展开更多
关键词 Air Emissions ELECTRIC Vehicles passenger car Externalities Power Generation Externalities Battery-Switch EASYBAT EU FP7
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苯酚-甲醛树脂MK-95在轿车子午线轮胎胎体胶中的应用
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作者 冯鸣 王学梅 +3 位作者 朱舒东 张丽丽 李彦果 邢涛 《轮胎工业》 CAS 2024年第7期426-429,共4页
研究苯酚-甲醛树脂MK-95(简称MK-95)在轿车子午线轮胎胎体胶中的应用。结果表明:MK-95不含游离间苯二酚和其他添加剂,其软化点和挥发分含量低于间苯二酚-甲醛树脂;在胎体胶中以MK-95等量替代间苯二酚-甲醛树脂,胶料的硫化特性、物理性... 研究苯酚-甲醛树脂MK-95(简称MK-95)在轿车子午线轮胎胎体胶中的应用。结果表明:MK-95不含游离间苯二酚和其他添加剂,其软化点和挥发分含量低于间苯二酚-甲醛树脂;在胎体胶中以MK-95等量替代间苯二酚-甲醛树脂,胶料的硫化特性、物理性能、动态力学性能和粘合性能相当,成品轮胎的高速、耐久和路试性能均达到要求。 展开更多
关键词 苯酚-甲醛树脂 轿车子午线轮胎 胎体胶 粘合性能
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高速公路同向双向路拱路面小客车换道舒适性和安全性分析
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作者 吴东平 胡祖敏 +1 位作者 陈钦 徐进 《科学技术与工程》 北大核心 2024年第31期13568-13578,共11页
为了分析同向双路拱路面小客车换道行驶舒适性与安全性,使用Carsim仿真软件建立了小客车换道轨迹模型、车辆动力学模型、同向双路拱和单向坡道路模型,以平曲线极限半径值作为换道轨迹半径值,开展多工况跨路拱换道行驶试验,并通过实车驾... 为了分析同向双路拱路面小客车换道行驶舒适性与安全性,使用Carsim仿真软件建立了小客车换道轨迹模型、车辆动力学模型、同向双路拱和单向坡道路模型,以平曲线极限半径值作为换道轨迹半径值,开展多工况跨路拱换道行驶试验,并通过实车驾驶实验对仿真模型进行了准确性验证。结合横向加速度、横摆角速度、峰值附着系数和横向荷载转移率等四项指标变化情况和判断标准对同向双路拱路面小客车换道行驶状态进行了分析。研究结果表明:道路类型对车辆换道行驶稳定性影响较大,综合评价指标与回正增益系数的变化情况,在同向双路拱路面条件下,SUV(suburban utility vehicle)和微型面包车(minivan)换道行驶稳定性均能满足安全行驶要求;换道行驶稳定性由高到低对应的路面类型为:单向坡路面>抛物线型路拱路面>折线型路拱路面;折线型路拱路面条件下,SUV换道行驶稳定性优于Minivan。超速行驶对小客车换道行驶稳定性有显著影响,超速程度越高,稳定越差,即当基础车速为100 km/h和120 km/h时,超速10%和20%时,车辆换道行驶过程中均不存在侧滑风险,但车辆稳定性均处于较差状态。 展开更多
关键词 道路工程 高速公路改扩建 同向双路拱 carsim仿真 车辆稳定性 小客车
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基于在线评论的乘用车需求趋势分析方法
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作者 杨亚璪 李全森 唐浩冬 《运筹与管理》 CSSCI CSCD 北大核心 2024年第1期76-82,共7页
提出一种基于在线产品评论的竞争情报挖掘方法,将网络评论文本中的关键信息应用于乘用车设计开发中。结合LDA和TF-IDF算法,从主题特征和情感态度特征获取不同车型评论主题情感倾向性估值,并对应2009—2019年的乘用车销量,构建用户偏好... 提出一种基于在线产品评论的竞争情报挖掘方法,将网络评论文本中的关键信息应用于乘用车设计开发中。结合LDA和TF-IDF算法,从主题特征和情感态度特征获取不同车型评论主题情感倾向性估值,并对应2009—2019年的乘用车销量,构建用户偏好分析的面板数据模型。结果显示:该方法能够有效地提取网络评论情报信息;通过与年份的交互作用分析产品需求趋势,过去11年间消费者只对油耗的关注度降低了8.64%,对动力、空间、外观、内饰和舒适性的关注度分别上升了3.16%,6.80%,89.69%,13.38%和18.47%。其中,与生活品质更加密切的外观、内饰和舒适性等指标的增量远高于传统关注的动力和空间指标。这表明燃油经济性越来越不受关注,已不再成为消费者购买乘用车的决定性因素。 展开更多
关键词 交通运输经济 乘用车需求趋势 LDA主题模型 在线评论 情感倾向
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铁路客车技术整备所线路配置规模研究
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作者 张雄 张正舟 《中国铁路》 北大核心 2024年第5期118-123,共6页
合理确定铁路客车技术整备所的整备线和车底停留线配置规模,对于节约用地和降低工程投资非常重要。TB 10029—2009《铁路客车车辆设备设计规范》第4.3.2条规定,按入所列车数量确定线路数量,并给出相应的计算表。结合规范修订工作,采用... 合理确定铁路客车技术整备所的整备线和车底停留线配置规模,对于节约用地和降低工程投资非常重要。TB 10029—2009《铁路客车车辆设备设计规范》第4.3.2条规定,按入所列车数量确定线路数量,并给出相应的计算表。结合规范修订工作,采用线性回归法和概率分析法对线路配置规模进行研究,并对该条规定在当前的适用性进行验证。研究结论如下:(1)按照列车运行图确定客车车底出入客车技术整备所的时间,分析其最大车底停留数量,从而确定整备线和车底停留线数量之和的方法,是确定客车技术整备所线路数量的准确方法。(2)按照入所车底数量和配置系数确定线路数量方法可行,全路客车技术整备所计算平均数量与运行图分析法计算结果的误差为0.3%~7.5%,符合性较好。(3)将3种计算方法应用到具体铁路客车整备所时,全路各所的均方根误差为25%~27%,该误差受运行图编制主客观因素影响,由各客运站列车终到/始发时间分布规律差异造成,可通过运行图调整来适应。 展开更多
关键词 铁路客车整备所 整备线 停留线 线路配置规模
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基于事故数据挖掘的乘用车追尾卡车AEB测试规程研究 被引量:1
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作者 程阔 崔淑娟 +3 位作者 郑萌 刘硕菲 石亮亮 王国杰 《汽车工程学报》 2024年第3期395-403,共9页
基于未来出行交通事故场景研究数据库中的乘用车追尾卡车事故,分析并提出了以卡车为目标物的乘用车自动紧急制动系统的典型测试工况。采用K-means聚类算法得出可代表实际卡车的目标物颜色,基于事故数据分析提取卡车目标物尾部特征参数,... 基于未来出行交通事故场景研究数据库中的乘用车追尾卡车事故,分析并提出了以卡车为目标物的乘用车自动紧急制动系统的典型测试工况。采用K-means聚类算法得出可代表实际卡车的目标物颜色,基于事故数据分析提取卡车目标物尾部特征参数,设计并制作了一种新型的具有与真实车辆反射特性和机器视觉识别特性接近的重型厢式卡车目标物。卡车目标物静止,测试车辆分别以45、50、55、60 km/h的速度进行100%重叠自动紧急制动系统测试,验证了该目标物的可行性和有效性。可为车辆主动安全相关标准法规研究提供数据支撑,推动车辆主动安全测试技术的发展。 展开更多
关键词 自动紧急制动系统 乘用车追尾卡车 测试场景 测试目标物
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某轻型客车钢板弹簧断裂失效原因分析 被引量:3
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作者 李声超 张亚庆 +1 位作者 樊雨 周子杰 《汽车实用技术》 2024年第3期91-94,共4页
某轻型客车钢板弹簧在整车耐久试验过程中频繁出现断裂问题。文章通过断口宏观和微观分析、化学成分分析、硬度测试、金相组织检测分析,以及铣削台阶位置和板簧受力特征分析,确定了钢板弹簧断裂的根本原因并制定了改进措施,结合台架试... 某轻型客车钢板弹簧在整车耐久试验过程中频繁出现断裂问题。文章通过断口宏观和微观分析、化学成分分析、硬度测试、金相组织检测分析,以及铣削台阶位置和板簧受力特征分析,确定了钢板弹簧断裂的根本原因并制定了改进措施,结合台架试验及整车道路试验进行了验证。结果显示,钢板弹簧卷耳两侧铣削范围过长,导致板簧簧片R角处存铣削台阶,使得此处应力集中进一步提高,导致钢板弹簧在此处断裂。减小钢板弹簧卷耳两侧铣削长度,问题得以解决。 展开更多
关键词 轻型客车 钢板弹簧 断裂失效
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既有铁路客车服役性能研究
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作者 魏庆 王兴华 +6 位作者 沈金鑫 孙利苹 杨智朋 徐宁 吴潇 肖齐 丁瑞志 《中国铁路》 北大核心 2024年第1期106-115,共10页
我国既有铁路客车保有量大、运用时空环境复杂,其服役性能的演变对运行安全和运维保障带来极大挑战。为系统掌握铁路客车服役状态,调研我国普速客车运营现状,并以车体钢结构为例,开展影响客车服役性能的因素分析。调研发现,大部分普速... 我国既有铁路客车保有量大、运用时空环境复杂,其服役性能的演变对运行安全和运维保障带来极大挑战。为系统掌握铁路客车服役状态,调研我国普速客车运营现状,并以车体钢结构为例,开展影响客车服役性能的因素分析。调研发现,大部分普速客车已逐步进入服役中后期,5T等信息化手段实现了对客车的全面监控。不同运用环境下,钢结构腐蚀情况不同,随着运行时间/运行里程的增加,钢结构腐蚀有明显加剧趋势。针对服役期间RW25G车体和209P型转向架疲劳强度开展研究,各关键部位均满足服役寿命30年设计要求;针对服役期间YZ25T车体和CW-200K型转向架开展跟踪测试,发现转向架个别关键承载位置产生损伤值较大。针对服役期间25T型客车动力学性能开展研究,采用TPDS、TCDS和添乘等手段开展跟踪测试,并结合实测车轮磨耗数据和减振器劣化数据开展仿真分析,结果表明,在1个旋修周期内,车辆运行安全性存在一定冗余;随服役时间增加,转向架关键部件的性能劣化或失效会对车辆蛇行稳定性和运行平稳性产生不利影响;开展随机参数的动力学仿真,发现极端工况下轮重减载率上升明显,应予以充分关注。 展开更多
关键词 铁路客车 服役性能 疲劳强度 钢结构 转向架 车辆动力学
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中国市场乘用车质量和动力性能参数特征
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作者 张诗 刘涛 +1 位作者 王雯 徐进 《中国科技论文》 CAS 2024年第6期703-714,共12页
为掌握我国乘用车质量和动力性能参数的分布特征,对3 791辆乘用车的5种细分车型和能源形式进行了质量和动力性能差异性分析,确定了小客车专用公路设计车辆的质量和性能参数建议值。结果表明:我国乘用车的整备质量、满载质量、功率、扭... 为掌握我国乘用车质量和动力性能参数的分布特征,对3 791辆乘用车的5种细分车型和能源形式进行了质量和动力性能差异性分析,确定了小客车专用公路设计车辆的质量和性能参数建议值。结果表明:我国乘用车的整备质量、满载质量、功率、扭矩的第85%分位值分别为2 040 kg、2 600 kg、180 kW、370 N·m。纯电动车整备质量和满载质量的平均值均大于燃油汽车的平均值。纯电动车中SUV比功率最大、面包车比功率最小,燃油汽车中SUV比功率最大、轻客比功率最小。小客车专用公路中,用于公路结构设计的设计车辆可确定为整备质量为2 700 kg、满载质量为4 200 kg的纯电动轻客和整备质量为2 200 kg、满载质量为3 300 kg的燃油轻客;用于公路几何设计的设计车辆为比功率为20 W/kg的纯电动面包车和比功率为30 W/kg的燃油轻客。 展开更多
关键词 交通工程 乘用车 车辆质量 动力性能 设计车辆 小客车专用高速公路
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中国乘用车用发动机技术特征的现状及趋势研究 被引量:2
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作者 徐传康 《内燃机与配件》 2024年第7期131-133,共3页
基于2022年申报工信部汽车公告的乘用车产品信息,分别从申报结构特点、主要技术特征等指标进行了分析研究。结果标明,现阶段的乘用车领域,发动机仍发挥着不可替代的作用;对汽油发动机,为了提高发动机动力输出、改善燃油经济性、降低制... 基于2022年申报工信部汽车公告的乘用车产品信息,分别从申报结构特点、主要技术特征等指标进行了分析研究。结果标明,现阶段的乘用车领域,发动机仍发挥着不可替代的作用;对汽油发动机,为了提高发动机动力输出、改善燃油经济性、降低制造成本,采用直列四缸、废气涡轮增压、缸内直喷、无EGR系统的技术路线得到广泛应用;混合动力车型在实现双碳目标的进程中,是纯电动乘用车的有力补充;未来乘用车用发动机的技术发展方向仍是通过各种手段实现更高的热效率,且低碳、零碳和碳中和燃料也是未来发展重点。 展开更多
关键词 乘用车 发动机 技术特征 趋势
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