基于深度学习和监测数据的桥梁损伤识别方法

为了挖掘桥梁健康监测数据蕴含的大量隐藏信息,以及改进传统结构损伤识别方法的不足之处,提出了基于桥梁监测数据的损伤识别方法。从有限元模拟数据和实际监测数据中分别提取加速度响应,并对原始数据进行了预处理。通过卷积神经网络和栈式自编码网络分别对明州大桥监测数据的可视化图像和时间序列进行识别,同时与浅层神经网络方法的识别正确率对比。结果表明:基于深度学习和监测数据的损伤识别方法不论是通过图像识别还是通过时间序列识别,都表现出优秀的性能:识别正确率达85%以上。与浅层神经网络相比,深度神经网络的损伤工况分类能力更强,识别正确率提高20%以上。     

Equilibrium analysis and route guidance in large-scale networks with MFD dynamics

Recent studies have demonstrated that Macroscopic Fundamental Diagram (MFD), which provides an aggregated model of urban traffic dynamics linking network production and density, offers a new generation of real-time traffic management strategies to improve the network performance. However, the effect of route choice behavior on MFD modeling in case of heterogeneous urban networks is still unexplored. The paper advances in this direction by firstly extending two MFD-based traffic models with different granularity of vehicle accumulation state and route choice behavior aggregation. This configuration enables us to address limited traffic state observability and to scrutinize implications of drivers’ route choice in MFD modeling. We consider a city that is partitioned in a small number of large-size regions (aggregated model) where each region consists of medium-size sub-regions (more detailed model) exhibiting a well-defined MFD. This paper proposes a route guidance advisory control system based on the aggregated model as a large-scale traffic management strategy that utilizes aggregated traffic states while sub-regional information is partially known. In addition, we investigate the effect of equilibrium conditions (i.e. user equilibrium and system optimum) on the overall network performance, in particular MFD functions.     

船舶开孔梁局部屈曲的无网格MLPG分析方法

[目的]针对船舶开孔梁板易产生局部屈曲效应、受到较高的集中载荷作用会产生明显的结构响应和屈曲破坏力的问题,提出采用无网格数值方法对该类问题进行数值分析。[方法]首先,以问题域离散节点为基础建立其紧支函数,运用加权余量法建立系统位移场离散方程,并由移动最小二乘法构造离散节点的形函数,以获得位移函数的逼近函数;然后,结合经简化的屈曲评估法,将屈曲方程特征值求解进行降阶处理,得到更为精确的屈曲载荷因子;最后,进行算例演示,比较所提方法和传统计算方法并进行验证。[结果]结果显示,所提方法有效,其结果与原结构有着更高的契合度。[结论]针对开孔板梁的无网格法数值分析特性可为分析各种形状的蜂窝状板梁结构提供一种新的思路。     

On the fluid-structure response of elastic-plastic ship sides subjected to impact loads

This paper presents a simplified numerical model capable of analysing the interaction between the structural dynamic response of elastic-plastic struck plate wall of a fluid tank subjected to wedge impact and the resulting fluid motion. The Variational Finite Difference Method (VFDM) is applied to analyse the structural dynamics of the struck plate and 2-D linear potential flow theory is used to study the resulting fluid motion and its effects on the structural dynamics of the struck plate. Experiments of a wedge indenter impacting with both empty and 90% filled tanks are carried out to study the structural deformation of the struck plate. The accuracy of the developed numerical model is validated with published results and experimental results, and good agreement is achieved. Through the comparison of the impact behaviour of empty and partially filled water tank, it is found that the resulting water motion helps to reduce the structural deformation of the struck plate since part of the impact energy is dissipated by the resulting water motion. Parametric studies are performed to investigate the effect of impact velocity and water level on the structural dynamics of the struck plate of a partially filled water tank. A case study is also conducted to demonstrate the potential application of the proposed method in analysing ship-ice impact problems.     

Experimental study of freak wave impacts on a tension-leg platform

This study investigates the freak wave impinging on a tension-leg platform through wave flume experiments. The freak waves are generated using the focused wave theory. By adjusting the wave focusing location, different incident wave scenarios at the structure location are produced. Simultaneous measurements of wave shape evolutions upon impingement, wave impact pressures on the platform deck, platform motions and tether forces are carried out for synchronized analyses of the wave kinematics/dynamics and structural responses. The variation of these parameters with the incident wave profile is studied. It is found that although applying less intensive local impact pressures as compared to the highly-breaking freak wave, the slightly-breaking or non-breaking freak wave imposes the same level of adverse effect on the platform's global stability in terms of motions and tether forces. In addition, the high-crest freak wave causes violent motions of the floating platform, which are likely to induce snap loads of large amplitude and high occurrence frequency in tethers. The published results would provide useful benchmarks for validating numerical and analytical models.     

中国乘用车工况构建

依托“中国工况”项目，对我国乘用车行驶工况进行深入研究. 在全国41 个城市采集乘用车共计1 600 万km的行驶数据，收集各城市交通量大数据用于权重因子开发；利用权重因子对采集数据进行加权，获取代表我国驾驶特征的、统一的速度-加速度分布，以其为基准，使用卡方检验选择最优短片段组合作为我国乘用车行驶工况(CLTC). 对比CLTC工况特征与其他典型工况及实测数据GIS加权结果，CLTC工况更符合我国实际.     

城市物流服务站交通影响分析方法及应用

为有效地解决城市物流服务站的交通影响分析问题，在总结国内外研究成果基础上，提出了城市物流服务站交通影响分析的工作程序．用物流处理量作为实施交通影响分析的前提条件,针对交通服务水平不足以表征城市物流服务站对交通的影响程度，以交通影响度代之，并给出了相应定义与计算方法,讨论了包括改善邻近交叉口的交通组织、合理设置物流服务站进出口与道路交通标志标线等在内的减小城市物流服务站交通影响程度的措施．     

各种实验因素对建立大鼠吗啡依赖模型的影响

目的　评价在建立大鼠吗啡依赖模型中 ,各种实验因素对吗啡依赖形成的影响。方法　将 130只大鼠随机分为正常组和依赖组 ,比较在不同剂量、不同时间及恒量法、递增法给药时 ,正常组和依赖组的戒断症状评分。结果　在DG1、DG2 、DG3 不同剂量组中 ,DG2 、DG3 剂量组的正常组与依赖组之间均有显著性差异 (P <0 .0 5 ) ,在依赖组内 ,DG2 、DG3 剂量组与DG1组之间也有显著性差异 (P <0 .0 5 ) ;在 3、5、7d不同给药时间组中 ,7d组的正常组与依赖组之间有显著性差异 (P <0 .0 5 ) ,在依赖组内 ,7d组和 3、5d组相比较有显著性差异 (P <0 .0 5 ) ;在恒量组和递增组中 ,正常组和依赖组之间均有显著性差异 (P <0 .0 5 ) ,在依赖组中 ,剂量恒定组与递增组之间相比较也有显著性差异 (P <0 .0 5 )。结论　不同给药剂量、不同给药时间、恒量给药和递增给药对吗啡依赖的形成均有明显的影响。因此 ,在进行吗啡依赖机制的研究中要重视这些影响因素 ,选择最佳实验方法。     

人湿尺骨干在冲击压缩实验下的力学性能及规律

目的探讨人湿尺骨密质骨在高应变率下的力学性能及其分布规律。方法用分离式Hopkinson压杆(SHPB)技术对人湿尺骨密质骨进行了应变率在.ε=1.2×103/s条件下的冲击压缩试验。结果尺骨密质骨在高应变率下的力学性能随其纵向位置变化而呈现出中间强两端弱的分布,最强的位置约在距近端1/3处,且近端强于远端。与静态结果的比较表明,尺骨密质骨对应变率有较大的依赖性。结论在冲击压缩力作用下,尺骨的两端,尤其是远端容易骨折。     

浅谈交通运输企业运用环境会计问题

要想实现环境和经济协调持续发展的奋斗目标,就很有必要将环境会计理论运用到交通运输业会计理论体系中。从环境会计兴起与发展谈起,对交通运输企业运用环境会计的必要性、内容及会计信息的披露方式进行了论述。