基于TD3算法的人机混驾交通环境自动驾驶汽车换道研究

提高人类驾驶人的接受度是自动驾驶汽车未来的重要方向,而深度强化学习是其发展的一项关键技术。为了解决人机混驾混合交通流下的换道决策问题,利用深度强化学习算法TD3（Twin Delayed Deep Deterministic Policy Gradient）实现自动驾驶汽车的自主换道行为。首先介绍基于马尔科夫决策过程的强化学习的理论框架,其次基于来自真实工况的NGSIM数据集中的驾驶数据,通过自动驾驶模拟器NGSIM-ENV搭建单向6车道、交通拥挤程度适中的仿真场景,非自动驾驶车辆按照数据集中驾驶人行车数据行驶。针对连续动作空间下的自动驾驶换道决策,采用改进的深度强化学习算法TD3构建换道模型控制自动驾驶汽车的换道驾驶行为。在所提出的TD3换道模型中,构建决策所需周围环境及自车信息的状态空间、包含受控汽车加速度和航向角的动作空间,同时综合考虑安全性、行车效率和舒适性等因素设计强化学习的奖励函数。最终在NGSIM-ENV仿真平台上,将基于TD3算法控制的自动驾驶汽车换道行为与人类驾驶人行车数据进行比较。研究结果表明：基于TD3算法控制的车辆其平均行驶速度比人类驾驶人的平均行车速度高4.8%,在安全性以及舒适性上也有一定的提升;试验结果验证了训练完成后TD3换道模型的有效性,其能够在复杂交通环境下自主实现安全、舒适、流畅的换道行为。     

大跨度双线铁路混凝土桥极限跨径的研究

混凝土桥是我国大跨度铁路桥梁广泛应用的结构形式,但长期以来缺少对不同桥型跨越能力和适用范围的系统研究。大跨度混凝土桥的设计实践表明,支点截面混凝土的抗剪通常是控制其跨越能力的主要因素,以荷载作用下的剪应力达到混凝土容许剪应力为标准,分析得到了双线预应力混凝土连续梁(刚构)桥的理论极限跨径。在此基础上,通过分析主梁与加劲拱、拉索的荷载分配关系,进一步研究得到了连续梁(刚构)-拱桥、部分斜拉桥的理论极限跨径,分析结论与实际工程基本相符。同时在理论值基础上,结合设计经验给出工程实用极限跨径的建议值,对大跨度混凝土桥的桥式方案选择和投资控制具有一定价值。     

地铁1500V混合型制动能量吸收装置

地铁列车再生制动能量处理是地铁系统的一个重要课题。国内外多年来提出并实践了多种方案,但是没有一种方案的技术性能、节能减排效果、设备造价等各方面综合性能让用户普遍满意。本文介绍了电阻＋逆变混合型制动能量吸收装置。该装置以较先进的技术性能、较低的设备造价在保证列车正常制动的同时较好地实现节能减排效果,具有良好的工程应用前景。     

基于混合补偿的同相牵引供电系统

为解决异相牵引供电方式存在的电能质量和电力机车过分相问题,将有源补偿和无源对称补偿技术相结合,提出基于平衡变压器接线方式的混合式同相牵引供电系统结构。文中给出混合式同相供电的统一补偿理论、无源补偿系统的无源元件参数计算方法、有源补偿的控制策略、无源和有源补偿的协调控制策略。最后,以采用YNvd接线方式的平衡变压器为例,采用MATLAB软件仿真验证该系统方案和控制策略的正确性。     

Performance Evaluation of Hybrid-Drive Buses and Potential Fuel Savings in Brazilian Urban Transit

Transporting more than 55 million passengers per day, buses are the main transit mode in Brazil. Most of these vehicles use diesel oil and this situation causes dependence on oil, extensive greenhouse gas emissions and increasing air pollution in urban areas. In order to improve this situation the options for Brazilian cities include the use of alternative fuels and new propulsion technologies, such as hybrid vehicles. This article proposes a procedure for evaluating the performance of a recently developed Brazilian hybrid-drive technology. A simple procedure is presented to compare hybrid-drive buses with conventional diesel buses in urban operation focusing on fuel economy and the potential for reducing diesel oil consumption through the use of hybrid-drive buses. Field tests carried out by the authors indicate that fuel consumption improvement through the use of hybrid-drive buses would certainly exceed 20%, resulting in lower fuel costs and reduced carbon dioxide (CO₂) emissions.     

Hub location with flow economies of scale

A characteristic feature of hub and spoke networks is the bundling of flows on the interhub links. This agglomeration of flows leads to reduced travel costs across the interhub links. Current models of hub location do not adequately model the scale economies of flow that accrue due to the agglomeration of flows. This paper shows that current hub location models, by assuming flow-independent costs, not only miscalculate total network cost, but may also erroneously select optimal hub locations and allocations. The model presented in this paper more explicitly models the scale economies that are generated on the interhub links and in doing so provides a more reliable model representation of the reality of hub and spoke networks.     

钢管-钢管混凝土复合拱桥实桥静载测试与分析

进行了第一座钢管 - 钢管混凝土复合拱试验桥--福建福鼎山前大桥实桥静载测试和有限元模拟分析,对钢管-钢管混凝土复合拱静力性能进行了讨论,研究表明,复合拱的静力性能与等截面拱相近,但拱肋变截面处应变应是设计中的控制因素,极限承载力分析应考虑双重非线性的影响.     

Locating emergency vehicles with an approximate queuing model and a meta-heuristic solution approach

In this paper, the location of emergency service (ES) vehicles is studied on fully connected networks. Queuing theory is utilized to obtain the performance metrics of the system. An approximate queuing model the (AQM) is proposed. For the AQM, different service rate formulations are constructed. These formulations are tested with a simulation study for different approximation levels. A mathematical model is proposed to minimize the mean response time of ES systems based on AQM. In the model, multiple vehicles are allowed at a single location. The objective function of the model has no closed form expression. A genetic algorithm is constructed to solve the model. With the help of the genetic algorithm, the effect of assigning multiple vehicles on the mean response time is reported.     

论孔子人才观的历史定位与普适价值

孔子的人才观虽然产生于春秋时期动荡的社会背景下,却揭示了人才的最本质内涵———＂仁、智、勇＂。三者作为人才内涵的核心三要素,形成一个内在的三角稳定结构,它能够持久地推动包括成才在内的人的生命境界的发展,因而具有超越时代和社会阶层的普适价值。     

Full six degrees of freedom coupled dynamic simulation of ship collision and grounding accidents

By taking advantage of the user-defined load subroutine (loadud) and the user common subroutine (usercomm) in LS-DYNA, the authors proposed a new coupled approach for simultaneously calculating structural damage and the planar 3DOF ship motions in ship collisions. The coupled procedure aimed at predicting the detailed structural damage together with reasonable global ship motions. This paper extends the method to consider the full 6DOF ship motions; thus, ship collision as well as grounding accidents can be properly handled. This method is particularly useful for design purposes because the detailed ship hull profile is not needed.A traditional ship maneuvering model is used for the in-plane surge, sway and yaw degrees of freedom with a series of nondimensional coefficients determined from experiments. It is assumed that the out-of-plane degrees of freedom are not coupled with the in-plane ship motions, and there is no coupling among roll, pitch and heave motions. The implementation is verified through free decay tests, and the obtained natural periods show good agreement with theoretical results.Several collision and grounding cases are simulated in which a supply vessel crashes into rigid plates with different orientations. The effects of the roll motion, the heave and pitch motions and the full 6DOF motions are studied. The results are compared with those from a 6DOF decoupled method. Ship motions through the proposed method compare reasonably well with SIMO results. It is found that several consecutive impacts may occur in the simulation of one collision case due to the periodic motions. This is not taken into account in the decoupled method, which makes this method unconservative.