基于大数据的大学校园停车系统规划 ——以大连理工大学凌水主校区为例

为解决大学校园停车系统混乱以及用于相关规划的基础数据样本量小、精度不高、时效性 差等问题,应用大学校园停车调查数据、各出入口车辆记录数据以及各院系教职工信息数据进行多源大数据分析,提出了一种基于大数据的大学校园停车系统规划方法。以大连理工大学凌水主 校区收集到的数据为例,首先从静态角度利用各出入口车辆记录数据和校园停车调查数据获取校园整体停车需求,进而利用各院系教职工信息数据分析各部门的停车需求。然后,从动态角度考虑停车位的周转问题,利用各出入口车辆记录数据分析校园出入车辆停车时段分布状况。最后,根据多源大数据分析所得校园停车系统现状,得出相应的校园停车系统规划结果。研究结果表 明：基于大数据的大学校园停车系统规划方法可有效解决传统方法中基础数据样本量小、精度不高、时效性差等问题,提高了规划结果的实用性和科学性。     

基于灰色—小波神经网络的有效泊位预测

针对停车场有效停车泊位的变化特征,提出了基于灰色—小波神经网络的组合模型.先通过灰色单因素预测模型对有效停车泊位时间序列进行修正处理,再基于分步式小波神经网络模型对修正预测值进行运算,并通过马克科夫链预测模型得到更精确的预测区间,并利用实际案例分析,对模型的预测精度、稳定性、拟合度和训练时间进行了评价.研究表明,灰色—小波神经网络预测模型可降低初始数据波动性的干扰,与传统神经网络相比,预测结果误差波动性降低了10%~19%,稳定性提高了27%~33%,拟合度提高了10%~15%,精确度明显提高.     

基于用地和交通特征的停车需求预测模型

为了解决城市停车难问题,对停车需求进行合理预测,考虑目前日益紧张的土地资源和快速增长的交通流量,分析了用地与交通影响预测模型建立的基本原理,采用用地特征函数描述了土地使用性质与停车生成率之间的关系,采用交通影响函数分析了路网流量增长率和停车率对停车需求的影响,在此基础上建立了停车需求预测模型。利用开发的软件系统,根据典型区域的土地资源规划和道路交通调查数据,进行了城市停车需求预测。预测结果表明:随着时间的变化,在各种因素影响下,停车需求近5 a增长较缓慢,而在随后的5 a中停车需求快速增长,且日停车需求量的增长速度明显高于高峰小时的增长速度。     

隧道紧急停车带流场和局部阻力数值模拟

基于N-S方程和k-ε湍流模型,采用CFD方法对隧道内风压、风速场进行了数值模拟及计算分析,得到了隧道纵向气流流动规律、速度和压力分布规律,计算出了隧道紧急停车带的局部阻力系数。与试验结果相对比,数值模拟结果与试验结果非常吻合。     

基于MO的组件式GIS停车信息系统的构建

基于MapObjects的组件式GIS停车信息系统的建立，为解决由乱停车带来的道路混乱问题提供了一种新的解决办法。结合GIS的特点，设计了路网数据的数据存储结构表，实现了实时查询停车场信息以及通过最优停车场查找的方法获得最优停车场及其相关信息的可视化。     

European freight transport and the environment: empirical applications and scenarios

Environmental issues have received a prominent place in transport policies of most European countries. The coordination of such policies however, is fraught with many difficulties. The increasing freight flows after the European integration are a source of concern, but have not yet led to straightforward and effective environmental strategies.The paper focuses on the Trans Alpine freight transport systems in the light of the future integration of single national transport systems into the European transport network. The environmental, social and institutional peculiarities of this ‘region’ have favoured—in the past—the development of strong nationally-oriented policies, partly in contrast with the goals promoted by the European Union. The present analysis aims to highlight opportunities, and limits inherent, in the implementation of various infrastructure projects oriented towards a drastic change of the Alpine transport systems structure. The Alpine countries, viz. Austria and Switzerland, play a central role in the promotion of environmental benign modes of transport of goods, with a clear focus on rail. The route choice and modal split of freight flows in Europe are taking place simultaneously. In this paper the results of European freight flow models (based on logit analysis and neural networks) will be presented. An important exercise is then to assess the consequences of various types of eco-taxes on road transport in Europe. In this context, several policy scenarios will be dealt with.     

中小城市公交场站用地指标研究

国内目前针对中小城市公交场站的研究不足,中小城市场站建设缺乏科学指导,场站用地难以得到保障.结合中小城市公交发展特点及场站模式,通过科学的分析计算,确定场站停车坪、建筑用地、场前区及绿化用地规模,探讨与之相符的中小城市公交场站用地指标,对于中小城市场站规划建设具有一定的现实意义.     

Parking policies in large cities in Germany

This article deals with highly motorized large West German cities of about 200,000 inhabitants and more, which usually provide reasonable public transport systems. Illegal parking with shares of about 40 to 50% of the total parking is widespread in the parking problem areas of those cities, especially in the inner-city residential and mixed-use areas. Parking spaces are demanded by residents, employees, customers and visitors, and by delivery and service traffic. The different characteristics of parking demands by different user groups are discussed. The total parking supply consists of public and private spaces. The share of private spaces is about 40 to 50% of the total parking spaces in German cities. The amount of car traffic generated by a parking space depends on parking duration and parking turnover, as well as on search traffic. So the change of a space from long-duration use of an employee to short-duration of customers — as often discussed in parking concepts — generates at least five-fold car traffic. The measurements and effects of parking control of public spaces as well as the parking regulations in zoning ordinances, restrictions on the construction of new private parking spaces and park-and-ride are discussed. Finally, a parking concept methodology — using the example of Frankfurt am Main — is discussed.