城市轨道交通客流增长滞后性与预测方法研究

城市轨道交通客流是确定城市轨道交通建设规模及投资决策的主要依据,然而客流增长速度并不与城市轨道交通建设同步.考虑到城市轨道交通客流增长的滞后性,利用上海城市轨道交通1996-2010年客流与建设数据,基于协整理论建立了向量自回归模型进行城市轨道交通客流预测.研究结果表明:城市轨道交通客流与城市轨道交通网络长度以及连接度存在协整关系;在城市轨道交通建设初期,客流增长对于网络长度具有显著滞后性,随着城市轨道交通系统的完善客流滞后性减弱;2011年上海城市轨道客流预测误差为9.3％.     

列车运行调整中三维运行图的实现

在制定列车运行调整决策时,调度员往往要对许多方案进行比选,从中选取优化解.然而目前运行调整的结果主要用二维运行图表达,不直观、包含的信息客量少且难于测潜在冲突.针对这神现状,作者首次提出了三维运行图的概念,并对采用虚拟现实技术实现运行图的三维可视化进行了研究.     

基于乘客群体特征的城市轨道交通满意度研究

为提高城市轨道交通服务质量、优化乘客乘车体验、提升城市轨道交通在公共交通中的竞争力,对城市轨道交通乘客满意度开展研究。首先,选取乘客特征因素,引入皮尔逊积矩相关系数来分析乘客满意度与乘客特征因素的相关关系,提取对满意度存在显著影响的乘客特征因素。然后,运用主成分分析法刻画乘客群体特征,据此对乘客进行分类,并采用克鲁斯卡尔-沃利斯检验法来分析其满意度的差异性。基于此,对某城市地铁A号线2019年乘客满意度调查数据进行了分析,结果显示：地铁A号线乘客的出行频率、出行目的和收入水平与乘客满意度显著相关。通过主成分分析将乘客划分为常乘客与非常乘客,发现两者对城市轨道交通服务的关注点不同,常乘客更关注乘车效率,非常乘客更关注信息指引准确性,运营单位应针对不同乘客群体展开差异性服务。     

基于轻量级卷积神经网络的烟雾识别算法

由于烟雾图像场景模糊不清,背景复杂多变,难以捕获到有效特征,导致算法识别误报率和漏报率较高;此外,深度卷积神经网络结构复杂,参数繁多,难以缩短其计算时间至1 ms内,这成为实时火灾预警的一大难题. 为了解决上述问题,提出了一种基于4种Inception结构的轻量级卷积神经网络SInception （sequeeze-and-excitation inception）在此基础上加入SE Block （sequeeze-and-excitation block）用于对烟雾特征进行重新分配;同时,为了避免由于训练样本不足引起的过拟合,原始数据集上采用数据增强技术以及生成对抗网络生成更多训练样本,并在后续实验中采用了融合暗通道先验特征的策略. 实验结果表明:该网络在增强的数据集GAN-Aug-YUAN上将识别误报率降为0的同时将准确率提升至99.65%,且计算时间减少到0.26 ms.      

在建盾构隧道突发管片破损病害成因分析及治理措施研究北大核心CSCD

盾构法广泛应用于我国城市轨道交通隧道的建设中,盾构管片的病害问题也越发受到重视。文章针对某地铁在建盾构隧道突发管片破损病害,绘制了管片破损病害展布图,分析了相关资料和检测数据,明确了病害的成因机理,制定并实施了相应治理措施。研究结果表明:管片背后大范围空洞导致围岩对隧道的约束不足,引起已成型隧道在盾构机反推力和扭矩、同步注浆浆液浮力、刀盘水土压力和扭矩等作用下发生类压杆弯扭失稳是导致该病害的主要原因;隧道变形监测数据表明"背后注浆填充+破损部位修复"两阶段治理措施取得了良好的治理效果;盾构隧道施工过程中,应严格管控同步注浆质量,防止隧道轴线偏移引起盾构管片发生开裂破损等病害。     

基于偏最小二乘的两栖突击车作战效能预测

针对两柄突击车作战效能和偏最小二乘的特点,提出了基于偏最小二乘预测作战效能的方法。介绍了偏最小二乘回归的具体过程,在此基础上．对某型两栖突击车的作战效能进行了预测。得到了可靠的作战效能系数。     

基于功能损伤的复杂电磁环境下炮兵目标毁伤评估

为适应复杂电磁环境,提高炮兵指挥员“科学决策,量敌用兵”的水平,依据目标在复杂电磁环境下的特点,综合利用了指数法和D-S理论等方法,分别对典型目标、电磁敏感目标和系统目标进行了功能损伤性毁伤评估。     

2,6-二苯基苯酚中间体合成研究

阐述了以环己酮为原料进行自缩合反应合成2,6-二苯基苯酚中间体三聚酮。考察了使用不同催化剂、反应温度、反应时间、催化剂用量、移除反应生成水等不同条件对反应的影响。试验表明,在以氢氧化钾为催化剂,反应温度175℃,反应时间2．5h-3h条件下,环己酮转化率达到80％,三聚酮收率达到38．9％,三聚酮选择性达到48．4％。     

Seasonal and interannual variation of physical and biological processes during 1994–2001 in the Sea of Japan/East Sea: A three-dimensional physical–biogeochemical modeling study

A Pacific basin-wide physical–biogeochemical model has been used to investigate the seasonal and interannual variation of physical and biological fields with analyses focusing on the Sea of Japan/East Sea (JES). The physical model is based on the Regional Ocean Model System (ROMS), and the biogeochemical model is based on the Carbon, Si(OH)₄, Nitrogen Ecosystem (CoSiNE) model. The coupled ROMS–CoSiNE model is forced with the daily air–sea fluxes derived from the National Centers for Environmental Prediction (NCEP) and the National Center for Atmospheric Research (NCAR) reanalysis for the period of 1994 to 2001, and the model results are used to evaluate climate impact on nutrient transport in Mixed Layer Depth (MLD) and phytoplankton spring bloom dynamics in the JES.The model reproduces several key features of sea surface temperature (SST) and surface currents, which are consistent with the previous modeling and observational results in the JES. The calculated volume transports through the three major straits show that the Korea Strait (KS) dominates the inflow to the JES with 2.46 Sv annually, and the Tsugaru Strait (TS) and the Soya Strait (SS) are major outflows with 1.85 Sv and 0.64 Sv, respectively. Domain-averaged phytoplankton biomass in the JES reaches its spring peak 1.8 mmol N m^− 3 in May and shows a relatively weak autumn increase in November. Strong summer stratification and intense consumption of nitrate by phytoplankton during the spring result in very low nitrate concentration at the upper layer, which limits phytoplankton growth in the JES during the summer. On the other hand, the higher grazer abundance likely contributes to the strong suppression of phytoplankton biomass after the spring bloom in the JES. The model results show strong interannual variability of SST, nutrients, and phytoplankton biomass with sudden changes in 1998, which correspond to large-scale changes of the Pacific Decadal Oscillation (PDO). Regional comparisons of interannual variations in springtime were made for the southern and northern JES. Variations of nutrients and phytoplankton biomass related to the PDO warm/cold phase changes were detected in both the southern and northern JES, and there were regional differences with respect to the mechanisms and timing. During the warm PDO, the nutrients integrated in the MLD increased in the south and decreased in the north in winter. Conversely, during the cold PDO, the nutrients integrated in the MLD decreased in the south and increased in the north. Wind divergence/convergence likely drives the differences in the southern and northern regions when northerly and northwesterly monsoon dominates in winter in the JES. Subjected to the nutrient change, the growth of phytoplankton biomass appears to be limited neither by nutrient nor by light consistently both in the southern and northern regions. Namely, the JES is at the transition zone of the lower trophic-level ecosystem between light-limited and nutrient-limited zones.     

舰船舷侧结构水下抗爆试验和机理研究

通过对舰船舷侧结构模型进行水下接触爆炸试验的破损情况的观测分析,研究了舰船舷侧结构在水下接触爆炸载荷作用下的破坏机理,分析了舰船舷侧典型防护结构的破坏模式.利用能量原理计算了舰船舷侧各层防护结构在不同破坏模式下的吸能率,从而揭示了舰船舷侧结构的抗爆机理,为其抗爆设计提供了理论参考.