基于遗传算法的BP神经网络短时交通流预测

对BP神经网络模型、方法及遗传算法的基本原理进行了分析,将遗传算法与标准BP神经网络算法相结合构建了基于遗传算法的神经网络算法;建立了基于BP神经网络的短时交通流预测模型,对BP神经网络算法及基于遗传算法的BP神经网络算法进行设计,并将其应用于短时交通流预测模型的仿真计算,仿真结果表明基于遗传算法的BP神经网络算法具有更快的计算速度及更好的适应能力,该方法可以较好地应用于短时交通流预测。     

天然岩沥青改性道路沥青性能的试验研究

依据沥青的改性机理,利用天然岩沥青对不同类型的道路沥青路用性能进行改性,研究不同岩沥青掺量对道路沥青路用性能的影响,同时推荐了岩沥青合理掺量范围的确定方法。研究结果表明,利用天然岩沥青改性后的道路沥青,不仅具有良好的热稳定性,而且除了低温性能改善不大外,其他性能指标均有大幅度改善,利用天然岩沥青对道路石油沥青进行改性在实践和技术上都是可行的。     

压气条件下泥膜进气值测量试验研究

在压气条件下,进气是泥膜透气失效的起始点。为测量并研究泥膜在气压下的进气压力值（进气值）,通过自制的试验装置,在不同压气条件下对3种泥膜进行进气值测量试验。试验结果表明： 1)由闭气排水与固结排水的差值可以辨别泥膜是否进气,得到泥膜进气值; 2)采用泥膜特征孔径D90/2代入推导公式可近似计算泥膜进气值; 3)泥膜在不同压气条件下进气值不同,增压速率越低,泥膜进气值越大; 4)在较快和较慢的增压速率下存在进气值变化趋于稳定的现象,最大进气值为最小值的2倍以上。     

A Pareto-improving hybrid rationing and pricing policy with multiclass network equilibria

This paper extends the work on Pareto-improving hybrid rationing and pricing policy for general road networks by considering heterogeneous users with different values of time. Mathematical programming models are proposed to find a multiclass Pareto-improving pure road space rationing scheme (MPI-PR) and multiclass hybrid rationing and pricing schemes (MHPI and MHPI-S). A numerical example with a multimodal network is provided for comparing both the efficiency and equity of the three proposed policies. We discover that MHPI-S can achieve the largest reduction in total system delay, MHPI can induce the least spatial inequity and MHPI-S is a progressive policy which is appealing to policy makers. Furthermore, numerical results reveal that different classes of users react differently to the same hybrid policies and multiclass Pareto-improving hybrid schemes yield less delay reduction when compared to their single-class counterparts.     

Mechanism of Tunnel Water Inflow Caused by Bending Failure of a Waterproof Dike Based on a Circular Thin Plate Mechanical Model北大核心CSCD

Water bursts during tunnel construction endanger construction, and it is therefore necessary to reserve a waterproof dike with the required thickness to avoid water bursts and to take reinforcement of the dike and treatment of the structure liable to trigger a water burst. Using the water burst at K5+398 of the Mingyueshan tunnel of the Shanghai-Chengdu expressway as an example, and considering the type of tunnel section and the upright mudstone of the dike, the waterproof dike at the work face is simplified as a round thin plate. A formula for the calculation of a minimum safety thickness for the critical waterproof dike is deduced by analyzing the force applied on the water-proof dike, and the minimum safety thickness for the water burst section at K5+398 of the Mingyueshan tunnel is cal-culated. The numerical simulation analysis demonstrates the critical thickness of waterproof dike at K5+398 of the Mingyueshan tunnel is 1.4-1.55 m, and the calculated water inflow and water burst basically agree with the actual condition. © 2018, Editorial Office of "Modern Tunnelling Technology". All right reserved.     

Mathematically calculating the transit time of cargo through a liner shipping network with various trans-shipment policies

This paper derives the mathematical expressions for the transit time of cargo through a liner shipping network. Main efforts are devoted to deriving the calculation expressions of the connection time of cargo during trans-shipment. For the forward and many-to-one trans-shipment policies, we conduct a minor correction towards the expressions in existing studies to improve the completeness. Meanwhile, we propose an alternative but more straightforward calculation method for connection time which bypasses the complicated inductive argument in existing studies. Then we introduce two new trans-shipment policies: backward trans-shipment and one-to-many trans-shipment, and mathematically calculate the corresponding connection times. Numerical experiments also deliver some managerial insights into the effectiveness of backward trans-shipment in transit time control.     

基于AIGA-WLSSVM的埋地管道腐蚀速率预测方法

为了降低埋地管道腐蚀影响因素之间的复杂相关性,提高腐蚀预测精度,文中提出一种基于自适应免疫遗传算法-加权最小二乘支持向量机(AIGA-WLSSVM)的埋地管道腐蚀速率预测建模方法,并采用AIGA优化模型参数,进一步提高模型的学习能力和稳定性。最后通过实例分析验证了AIGA-WLSSVM建模方法在埋地管道腐蚀速率预测中的可行性和有效性,为埋地管道的检修与更换提供参考。     

兰郑长成品油管道减少混油的方法

针对兰郑长成品油管道在顺序输送过程产生大量混油的问题,文中从初始混油、沿程混油、黏度、停输界面、不满流等方面分析混油形成原因,并结合兰郑长成品油管道实际运行情况,从4个方面进行具体分析,最后提出减少停输时间、增大输量、合理安排顺序输送次序、切外输前避免切罐操作等解决措施。     

应用于船舶压载水处理系统的自清洗过滤器技术

介绍了2种用于压载水处理系统的自清洗过滤器的工作原理和技术特点,并结合过滤器陆基试验的测试结果,对这2种自清洗过滤器在3种水质下的过滤效果和反冲洗效果进行分析和总结,结果可为压载水处理系统用的自清洗过滤器设计和选型提供一定参考。     

沉箱开孔对平均越浪量的影响

针对开孔沉箱对平均越浪量影响的问题,以国内某港区通用码头工程为基础,对比分析了直立式沉箱和开孔沉箱平均越浪量的多种经验公式计算方法,并和断面物理模型试验结果进行比较。公式计算结果显示,开孔沉箱与不开孔沉箱平均越浪量之比为25%~50%;断面物理模型试验结果显示,沉箱开孔与不开孔时越浪量之比为30%~82%。研究表明开孔沉箱能够有效降低海岸结构物的平均越浪量;国内学者提出的开孔沉箱越浪量计算方法所得结果更加接近物理模型试验结果。