云南省民航客运发展预测

民航运输是云南省在进行综合交通运输建设的重点之一,也是该省在未来"十四五"(2021-2025年)和"十五五"(2026-2030年)规划期间的研究热点。本文以云南省为研究范围,以省内民航客运为研究对象,选取省内主要的社会经济因素为影响因子,运用主成分分析法(PCA)、反向传播神经网络算法(BP神经网络算法)和回归分析法,构建了省内民航客运的预测模型,得出省内各主要机场在"十四五"末和"十五五"末的预计旅客吞吐量,对省政府在进行机场改扩建上有一定的指导意义。     

船舶动力设备退化基线计算及预测方法

船舶动力设备在自身性能退化过程中的相当长一段时间内仍能完成规定功能,对具有重要特征参数或性能指标的船舶动力设备而言,若使用定基线进行健康状态评估会导致评估值连续较低甚至误报警问题。为了解决这一问题,以目标设备按性能退化时间序列采集的特征参数为研究对象,首先建立退化基线计算方法,利用滑动概率神经网络和性能可靠度与基线值间的转换函数获得目标设备的动态退化基线;然后建立ARMA预测模型获得预测参数,并与退化基线计算方法结合对退化基线发生动态变化的时间节点进行预测;最后利用海水泵对建立的方法可行性进行验证。结果表明,本文建立的退化基线计算方法能够获得动态基线,退化基线预测方法能够对动态基线的变化时间节点进行准确预测。     

Fluxes of dissolved inorganic carbon in three estuarine systems of the Cantabrian Sea (north of Spain)

The diffusive and in situ fluxes of dissolved inorganic carbon (DIC) and total alkalinity (TA) have been measured and an estimation has been made of the water–atmosphere fluxes of CO₂ in three estuarine systems of the Cantabrian Sea during the spring of 1998. Each of these systems undergoes a different anthropogenic influence. The diffusive fluxes of dissolved inorganic carbon and total alkalinity obtained present values ranging between 0.54–2.65 and 0.0–2.4 mmol m⁻² day⁻¹, respectively. These ranges are in agreement with those of other coastal systems. The in situ fluxes are high and extremely variable (35–284 mmol TA m⁻² day⁻¹, 43–554 mmol DIC m⁻² day⁻¹ and 22–261 mmol dissolved oxygen (DO) m⁻² day⁻¹), because the systems studied are very heterogeneous. The values of the ratio of the in situ fluxes of TA and DIC show on average that the rate of dissolution of CaCO₃ is 0.37 times that of organic carbon oxidation. Equally, the interval of variation of the relationship between the benthic fluxes of inorganic carbon and oxygen (F_DIC/F_DO) is very wide (0.3–13.9), which demonstrates the different contributions made by the processes of aerobic and anaerobic degradation of the organic matter, as well as by the dissolution–precipitation of CaCO₃. The water–atmosphere fluxes of CO₂ present a clear dependence on the salinity. The brackish water of these systems (salinity<20), where maximum fluxes of 989 mmol m⁻² day⁻¹ have been estimated, act as a source of CO₂ to the atmosphere. The more saline zones of the estuary (salinity>30) act as a sink of CO₂, with fluxes between −5 and −10 mmol m⁻² day⁻¹.     

强化胎盘因子对细胞因子产生的影响

在观察了强化胎盘因子对淋巴细胞增殖试验影响的基础上,应用CTLL-2和7TD_1两种细胞株对强化胎盘因子刺激后的小鼠脾脏细胞分泌白细胞介素-2(IL-2)和白细胞介素-6(IL-6)水平分别进行了实验研究。结果表明,强化胎盘因子促进T淋巴细胞增殖,使小鼠脾脏细胞分泌IL-2和IL-6水牛均明显提高,有增强机体免疫功能的作用。     

转K2型转向架弹簧载荷识别及其对弹簧寿命影响的研究

用试验的方法得到在垂直载荷作用下弹簧45°方向应力和最大主应力之间的差异,用有限元法计算了弹簧在横向、垂向加载时的载荷识别系数。根据线路实测动应力识别出转K2型转向架弹簧在运用工况下的2种载荷。最后根据载荷计算出弹簧的应力,利用疲劳损伤模型计算出损伤,得出了2种载荷对疲劳寿命的影响。     

Organic carbon budget for the Gulf of Bothnia

We calculated input of organic carbon to the unproductive, brackish water basin of the Gulf of Bothnia from rivers, point sources and the atmosphere. We also calculated the net exchange of organic carbon between the Gulf of Bothnia and the adjacent marine system, the Baltic Proper. We compared the input with sinks for organic carbon; permanent incorporation in sediments and mineralization and subsequent evasion of CO₂ to the atmosphere. The major fluxes were riverine input (1500 Gg C year^− 1), exchange with the Baltic Proper (depending on which of several possible DOC concentration differences between the basins that was used in the calculation, the flux varied between an outflow of 466 and an input of 950 Gg C year^− 1), sediment burial (1100 Gg C year^− 1) and evasion to the atmosphere (3610 Gg C year^− 1). The largest single net flux was the emission of CO₂ to the atmosphere, mainly caused by bacterial mineralization of organic carbon. Input and output did not match in our budget which we ascribe uncertainties in the calculation of the exchange of organic carbon between the Gulf of Bothnia and the Baltic Proper, and the fact that CO₂ emission, which in our calculation represented 1 year (2002) may have been overestimated in comparison with long-term means. We conclude that net heterotrophy of the Gulf of Bothnia was due to input of organic carbon from both the catchment and from the Baltic Proper and that the future degree of net heterotrophy will be sensible to both catchment export of organic carbon and to the ongoing eutrophication of the Baltic Proper.     

复突触神经网络模型及其稳定性研究

传统的Hopfield网络在联想记忆、优化计算方面发挥了重要作用,但该网络存在一个弊端,即它只能处理线性或二次的最优化问题。因此,本文首先对Hopfield神经网络进行了扩展,将其称为复突触神经网络(或模型),扩展的网络不仅可以解决目标函数或约束中含有高阶的最优化问题,而且还可以处理目标函数含有对数、三角形式等较复杂函数的最优化问题;然后给出了该网络稳定的充分条件并给出了证明,同时对网络中的权矩阵是否对称也进行了讨论;最后结合典型的模糊c均值聚类问题验证了该模型的有效性。     

Experimental ivnestigation on flow fields of viscous fluid around two-dimensional wings and comparison with computational results

To examine the flow field of a viscous fluid around the trailing edge of a wing with respect to the Kutta condition or the Joukowski hypothesis, an experimental investigation into the velocity fields around two-dimensional (2D) wings NACA0012 and NACA4412 was carried out using an X-type hot-wire anemometer in a wind tunnel and the method of colored milk injection in a circulating water channel. The results of these investigations revealed that the flow of a viscous fluid at the trailing edge of a 2D wing is tangential to the face on the pressure side, and that the flow is very slow or reversed on the suction side due to separation when the angle of attack is greater than 7.5°. By flow visualization, a Kármán vortex street was found in the wake of both wings (NACA0012 and NACA4412) when the angle of attack was 5°. These results show that the ordinary Kutta condition with respect to the direction of outflow at the trailing edge is not necessarily satisfied in a viscous fluid, but the Kutta condition with respect to the pressure at the trailing edge is satisfied as usual. Numerical results, which have been obtained as the solution of Reynolds-averaged Navier-Stokes equations, show good agreement with above-mentioned experimental results. Therefore, CFD (Computational Fluid Dynamics) simulation has proved to be very effective for studying steady viscous flow around the trailing edge of a 2D wing.     

铁路行车事故分析中的语音压缩方法

在铁路运输中，安全行车是第一位的。一旦出现行事事故，对事故原因的分析往往十分棘手。采用黑匣子技术能够准确地记录列车运行中的各种信息，但巨大的语音存储量需求是黑匣子技术的一个难关。若采用传统的语音压缩技术，则理论和实现都很复杂，并且成本太高。采用神经网络不仅简单易行，还有提高信噪比的功能。     

接触网检测车数据处理软件

本文通过分析接触网检测车数据处理系统的数据流向，数据组成及工作过程，确定了软件结构，软件功能及数据结构，同时讨论了软件设计中所采取的主要技术。