荧光磁粉探伤自动检测及图像处理系统研究

荧光磁粉检测中操作人员的安全保护、检测效率、检测结果的保存、复验等一直以来都是磁粉检测的技术瓶颈。研究一种自动磁粉探伤图像采集处理系统,能够对缺陷图像进行采集、预处理和缺陷标注,利用该系统可以有效减轻工人的劳动强度,提高检测结果的可靠性,保证缺陷记录和处理的可追溯性。     

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.      

卫星探测舰船能力仿真研究

针对多颗卫星联合对舰船目标观测活动中的探测能力问题,研究对其量化描述方式并进行仿真。综合运用运动仿真、概率论、连续马尔科夫链和蒙特卡罗法等方法对卫星探测舰船活动各阶段建立相应的模型,并结合数学函数提出多星联合探测能力量化指标。以某作战想定为背景,进行了仿真计算,得出结论。仿真结果表明该模型能够解决多星联合观测舰船目标问题,并且该研究成果对航天装备效能评估和装备体系发展规划论证具有一定的指导意义。     

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。     

一种结构垂向冲击载荷测量方法分析研究

某些作用在舰船结构上的瞬态动载荷,由于受到客观条件限制（比如空间狭小）,不方便直接通过压力传感器获得其大小,而该载荷对于船体结构设计又关系重大,如何取得外载荷曲线便成了十分关键的问题。针对实船某承受特殊冲击载荷的基座结构,通过测量其结构动应变,利用材料应变-应力关系曲线得出了冲击载荷的时间历程曲线,最后用有限元法对该冲击载荷测量曲线进行验证。结果表明,当结构应变率小于3mm/mm/s时,可采用静态材料应变-应力关系曲线对结构冲击载荷进行测量计算,从而为此类结构外载荷测量方法提供参考。     

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.     

平原河网地区某特殊航道跨河桥梁通航净宽研究

通过对江苏平原河网地区某特殊航道跨河桥梁通航净宽的论证研究,对相关航道技术规范提出探讨意见.     

嵌入式智能操作面板设计

本文介绍了一种新型的嵌入式智能操作面板,以提供人机界面和网络通信为基本功能框架,以ARM处理器和嵌入式Windows CE操作系统为核心,通过串口或以太网口和其他控制系统交换数据。     

打桩作用下高桩码头岸坡稳定可靠度分析

系统分析打桩对高桩码头岸坡稳定的不利影响,研究沉桩过程中孔隙水压力的分布,结合边坡稳定分析中的简化Bishop法建立极限状态方程,考虑土性参数相关性按JC法计算可靠度指标,并编制计算程序.根据计算理论,对南通某港打桩时码头的岸坡稳定可靠性进行分析.结果表明:打桩会对岸坡稳定产生不利影响,考虑打桩作用时岸坡稳定安全系数明显降低,可靠度指标也降低.因此,建议对工程打桩时码头岸坡稳定进行验算.