Heterogeneous hazard model of PEV users charging intervals: Analysis of four year charging transactions data

Public charging infrastructure represents a key success factor in the promotion of plug-in electric vehicles (PEV). Given that a large initial investment is required for the widespread adoption of PEV, many studies have addressed the location choice problem for charging infrastructure using a priori simple assumptions. Ideally, however, identifying optimal locations of charging stations necessitates an understanding of charging behavior. Limited market penetration of PEV makes it difficult to grasp any regularities in charging behavior. Using a Dutch data set about four-years of charging transactions, this study presents a detailed analysis of inter-charging times. Recognizing that PEV users may exhibit different charging behavior, this study estimates a latent class hazard duration model, which accommodates duration dependence, unobserved heterogeneity and the effects of time-varying covariates. PEV users are endogenously classified into regular and random users by treating charging regularity as a latent variable. The paper provides valuable insights into the dynamics of charging behavior at public charging stations, and which strategies can be successfully used to improve the performance of public charging infrastructure.     

Predicting market potential and environmental benefits of deploying electric taxis in Nanjing,China

This paper investigates the market potential and environmental benefits of replacing internal combustion engine (ICE) vehicles with battery electric vehicles (BEVs) in the taxi fleet in Nanjing, China. Vehicle trajectory data collected by onboard global positioning system (GPS) units are used to study the travel patterns of taxis. The impacts of charger power, charging infrastructure coverage, and taxi apps on the feasibility of electric taxis are quantified, considering taxi drivers’ recharging behavior and operating activities. It is found that (1) depending on the charger power and coverage, 19% (with AC Level 2 chargers and 20% charger network coverage) to 56% (with DC chargers and 100% charger network coverage) of the ICE vehicles can be replaced by electric taxis without driving pattern changes; (2) by using taxi apps to find nearby passengers and charging stations, drivers could utilize the empty cruising time to charge the battery, which may increase the acceptance of BEVs by up to 82.6% compared to the scenario without taxi apps; and (3) tailpipe emissions in urban areas could be significantly reduced with taxi electrification: a mixed taxi fleet with 46% compressed-natural-gas-powered (CNG) and 54% electricity-powered vehicles can reduce the tailpipe emissions by 48% in comparison with the fleet of 100% CNG taxis.     

基于小波和粒子群算法的HEV行驶状况辨识方法研究

针对混合动力汽车(HEV)行驶状况(道路坡度和整车载荷)变化难以有效识别,导致驱动系统控制策略不能有效满足驾驶员意图问题,以混联式HEV为研究对象,提出了基于小波滤波和粒子群算法的HEV行驶状况辨识方法。首先建立了汽车行驶状况辨识模型,采用最小二乘法确立了优化目标函数,其次研究了基于小波滤波和粒子群算法的HEV行驶状况辨识原理,最后进行了行驶状况粒子群智能算法辨识试验。在采集实车数据的基础上,对实车数据进行小波滤波,并运用行驶状况辨识方法对道路坡度和整车载荷进行了辨识,并对辨识结果进行小波滤波,结果表明,试验工况下整车载荷辨识的相对误差绝对平均值为2.71%,道路坡度辨识的相对误差绝对平均值为3.85%,验证了所提出方法的有效性。     

吸烟和β3-肾上腺素能受体基因Trp64Arg、锰超氧化物歧化酶9Ala/Val基因多态性与非酒精性脂肪性肝病的相关性

目的探讨吸烟和β3-肾上腺素能受体(β3-AR))基因Trp64Arg、锰超氧化物歧化酶9Ala/Val(MnSOD9Ala/Val)基因多态性与非酒精性脂肪性肝病(NAFLD)发病之间的关系。方法采用病例-对照研究的方法,以720例NAFLD患者及720例健康对照者的外周血白细胞为样本,采用聚合酶链反应(PCR)技术分析β3-AR基因Trp64Arg和MnSOD9Ala/Val基因多态性。结果β3-AR基因Trp64Arg(A/A)基因型和MnSOD9Ala/Val(V/V)基因型频率分布分别为39.4%、71.7%(病例组)和21.1%、43.3%(对照组),差异有统计学意义(P<0.01;P<0.01)。Trp64Arg(A/A)基因型者患NAFLD的风险显著增加(OR=2.434,95%CI=1.816~4.075)。MnSOD9Ala/Val(V/V)基因型者患NAFLD的风险也显著增加(OR=3.308,95%CI=1.913~4.509)。基因突变的协同分析发现,Trp64Arg(A/A)/MnSOD9Ala/Val(V/V)基因型者在NAFLD组和对照组中的分布频率分别为32.8%和6.5%,差异有统计学意义(P<0.01)。Trp64Arg(A/A)/MnSOD9Ala/Val(V/V)基因型者患NAFLD的风险显著增加(OR=9.753,95%CI=4.292~12.426)。病例组的吸烟率显著高于对照组(OR=2.623,95%CI=1.425~4.957),Trp64Arg(A/A)/MnSOD9Ala/Val(V/V)基因型与吸烟有协同作用(OR=33.764,95%CI=18.907~61.582)。结论 Trp64Arg(A/A)/MnSOD9Ala/Val(V/V)基因型和吸烟是NAFLD的易患因素,三者的联合在NAFLD的发生中起着协同的作用。     

基于北斗导航定位系统的机车动力资源定位系统研究

针对当前铁路局机车定位管理技术现状,提出了基于北斗导航定位系统的机车动力资源定位系统体系结构、基于GIS的实时显示机车位置坐标点与铁路电子地图上铁路标记点路段匹配及盲区数据融合位置推算算法的解决理论与方案;现场试验验证表明,所提出的基于北斗Ⅰ+Ⅱ机车载终端机系统结构和解决方案是可行的.     

基于名义应力法的动车组车体净水箱吊装部件疲劳强度分析

针对高速运行动车组车体悬挂设备振动疲劳损伤问题,以某型动车组车顶净水箱吊装结构为研究对象,采用名义应力法对吊装结构的焊缝部位进行疲劳强度评估.根据EN 12663标准确定净水箱的工作载荷工况,采用有限元法计算了各工况下结构的振动响应,并基于BS标准计算了焊缝疲劳评估点的寿命.假定各载荷工况出现频率相同的情况下,构造了工作载荷历程,采用Fe-safe软件对焊缝的疲劳寿命进行了仿真分析.两种方法分析结果均表明:焊缝1与焊缝2寿命最低,是结构最易发生疲劳破坏的位置;焊缝位于筋板表面的焊趾寿命低于位于主支撑板表面的焊趾寿命.     

某内燃机车司机室声固耦合噪声仿真分析

建立某内燃机车的白车身声固耦合有限元模型,对司机室的结构模态、空腔的声学模态以及声固耦合模态进行了分析计算,并在柴油机安装梁处施加单位激励载荷,对司机室前200 Hz的振动及声场响应进行计算分析.针对声场响应的仿真计算结果对声压的峰值产生的原因进行了详细的分析.结果表明:在91、119、131、143、170、198 Hz处由于司机室壁板共振产生了明显的声压峰值,在116、131、143以及164Hz处由于声固耦合使得声压级骤增,需要在实际操作中对该频域加以控制.     

冰区航行船舶电力推进轴系机电耦合的扭振分析

通过螺旋桨桨叶与冰块的相互作用过程,建立单冰块对螺旋桨扭转振动的激励函数;同时建立机电耦合振动数学模型,推导得到机电耦联动力学方程,研究电机电磁激励力对扭转振动的影响。以3500吨科考船电力推进轴系为研究对象,基于冰载荷激励力和电磁激励力对轴系扭转振动进行分析,为复杂的船舶电力推进轴系在冰区航行时的振动研究奠定了基础。     

基于PTC材料的限流保护研究现状

短路电流不断增大,采用限流的方式进行短路保护是一种有效的保护方式。使用PTC元件进行限流保护是一种新型的保护方式,具有可恢复性和可重复使用的特点,且对于大电流的分断具有很大的应用潜力。该文对现有限流保护技术进行总结与比对,对PTC研究存在问题进行系统分析,阐述罗列现有PTC种类以及适用用途,并对其耐压大电流冲击方案进行可行性分析。最后对其全文进行总结,给出限流应用PTC拟解决方案。     

船舶电力推进负载模拟系统研究

首先对船舶电力推进负载模拟系统的原理进行数学上的理论证明和推导,然后建立电力推进螺旋桨负载模拟系统,最后通过空间矢量脉冲宽度调制SVPWM控制算法,搭建Simulink仿真模型进行仿真。仿真结果证明,模拟系统所采用的模拟原理和方法的合理性。此方法也可应用于其他的电气传动模拟系统。