Dynamic demand estimation and prediction for traffic urban networks adopting new data sources

Nowadays, new mobility information can be derived from advanced traffic surveillance systems that collect updated traffic measurements, both in fixed locations and over specific corridors or paths. Such recent technological developments point to challenging and promising opportunities that academics and practitioners have only partially explored so far.The paper looks at some of these opportunities within the Dynamic Demand Estimation problem (DDEP). At first, data heterogeneity, accounting for different sets of data providing a wide spatial coverage, has been investigated for the benefit of off-line demand estimation. In an attempt to mimic the current urban networks monitoring, examples of complex real case applications are being reported where route travel times and route choice probabilities from probe vehicles are exploited together with common link traffic measurements.Subsequently, on-line detection of non-recurrent conditions is being recorded, adopting a sequential approach based on an extension of the Kalman Filter theory called Local Ensemble Transformed Kalman Filter (LETKF).Both the off-line and the on-line investigations adopt a simulation approach capable of capturing the highly nonlinear dependence between the travel demand and the traffic measurements through the use of dynamic traffic assignment models. Consequently, the possibility of using collected traffic information is enhanced, thus overcoming most of the limitations of current DDEP approaches found in the literature.     

高速路网不停车收费车道优化布设方法

合理设置高速公路收费站ETC (Electronic Toll Collection)车道数量，对高速公路通行效率至关重要。针对目前路网中ETC与MTC (Manual Toll Collection)车辆混行的情况，考虑ETC的普及率，结合多用户路网均衡模型和排队论方法，建立基于双层规划模型的高速路网ETC车道优化布设方法。上层模型以车辆总通行时间最小为目标，优化设置进出收费站的ETC车道数量；下层模型为多用户路网均衡模型，反映ETC和MTC车辆的路径和收费车道选择行为。下层模型通过设计收费站的等价拓扑结构，表征收费站的车道使用规则及车辆的收费车道选择行为，并采用排队论方法估计ETC和MTC车道的收费排队时间。根据模型的特点设计了基于主动集的启发式算法，利用参数二进制与拉格朗日函数法确定迭代下降方向，解决了下降方向与步长难以计算的问题；通过内嵌优化函数的方式，保证在主动集转化过程中上层约束均不会失效，且避免了迭代过程中的模型解退化问题。基于上海市绕城高速进行实证分析，结果表明：随着ETC普及率的提升，收费排队时长按照负指数趋势下降；与按比例布设ETC车道的方法相比，所提方法最高可降低57.4%的收费排队时间，且该方法可以避免ETC车道布设过多对于MTC车道通行能力挤压造成的负面效果。研究成果可以有效指导高速路网ETC车道的布设，提高路网通行效率。     

Optimal placement of omnidirectional sensors in a transportation network for effective emergency response and crash characterization

Rapid motor vehicle crash detection and characterization is possible through the use of Intelligent Transportation Systems (ITS) and sensors are an integral part of any ITS system. The major focus of this paper is on developing optimal placement of accident detecting omnidirectional sensors to maximize incident detection capabilities and provide ample opportunities for data fusion and crash characterization. Both omnidirectional sensors (placed in suitable infrastructure locations) and mobile sensors are part of our analysis. The surrogates used are acoustic sensors (omnidirectional) and Advanced Automated Crash Notification (AACN) sensors (mobile). This data fusion rich placement is achieved through a hybrid optimization model comprising of an explicit–implicit coverage model followed by an evaluation and local search optimization using simulation. The compound explicit–implicit model delivers good initial solutions and improves the detection and data fusion capabilities compared to the explicit model alone. The results of the studies conducted quantify the use of a data fusion capable environment in crash detection scenarios, and the simulation tool developed helps a decision maker evaluate sensor placement strategy.     

某型号制导电子箱的检测系统设计*

为解决现有导弹检测设备存在的缺陷,设计了一种模块化、通用化、智能化和标准化的综合检测修理平台。论文介绍了系统的硬件组成以及基于Labwindows／CVI的软件开发。通过部队实践证明,该系统具有重大军事效益和经济效益和广泛的运用前景。     

京津冀地区燃料电池汽车示范运行研究

本文在跟踪调研北京和张家口地区示范运营的燃料电池汽车的基础上,采集车辆的运营数据,完成了车辆运营里程、加氢量、百公里耗氢量、加氢次数、故障信息等数据指标的统计和分析对比,针对示范运营过程中存在的问题提出建议,论文研究结果在一定程度上概括和反映了2019年度京津冀地区燃料电池汽车的示范运营情况。     

城市道路交通系统频谱分析方法及应用

对实际道路交通系统特征的研究是通过分析布设在路网中不同地点大量交通信息采集设备采集的数据来进行的。交通信息采集是对城市道路交通系统在时间和空闻上一个采样过程,其数据具有时问和空间属性．本文系统地建立了一种城市道路交通系统频谱分析方法。对于时间采样,通过功率谱分析认为：不同的数据采样间隔,获得的交通信息不同,从而分析出的...     

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为了适应经济发展，我国许多城市加快了轨道交通的建设步伐。私营公司与政府签订合作协议，共同参与运营管理，这打破了以往一家运营商的垄断局面。如何在保证高质量的运营效率的同时，兼顾各家运营商的收益分配，运费清分的研究显得十分重要。本文分析了影响清分的主要因素和原则，建立有效路径选择模型和基于概率的多路径选择模型。采用改进的遍历算法以保证有效路径集的完整性。利用c++程序计算出各条路径的分担比例和各家运营商的清分比例，给出了提高清分比例的研究结论和建议。     

Open Inventor在隧道交通仿真中的应用

介绍了三维图形软件包Open Inventor特点及其相关技术．并就其在隧道交通仿真中的应用为例。详细阐述了Open Inventor在虚拟场景建立。三维漫游,仿真数据可视化等方面的应用。     

造价编制现场调查与资料搜集

阐速了造价编制时进行现场资料调查和搜集的重要性．并就每一种调查内容提出了具体的调查方法和注意事项。     

产品数据管理(PDM)实施技术研究

主要阐述了产品数据管理技术的基本概念,论述了PDM技术在企业中的应用和实施优势,分析了PDM技术实施的目标、内容和基本步骤。