基于随机森林结合前向序列选择算法的铁路隧道防水板检测数据关键影响因素识别北大核心

针对参数特征复杂度高的铁路产品,提出了一种基于随机森林(RF)结合前向序列选择(SFS)算法的铁路产品检验检测数据关键影响因素识别方法,以辅助基于经验的识别方法。创新使用RF-SFS算法,将其应用于铁路隧道防水板检验检测数据关键影响因素的识别研究。根据多年铁路隧道防水板检测数据,建立RF模型,获得了影响铁路隧道防水板检测结果的特征关键性评分序列。随后,结合SFS方法得出关键性评分序列的阈值,将排名前6位的影响因素识别为关键特征,模型的预测能力达到99.98%。为验证关键特征识别方法的有效性,对比分析3种模型在使用不同特征子集时的预测能力。当仅选用关键特征时,3种模型的预测能力均达到最佳,加入冗余特征后模型的预测能力逐渐降低。     

A coupled numerical approach to simulate the effect of earthquake frequency content on seismic behavior of submarine tunnel

Roughly 90% of all natural vibrations have epicenters in offshore zones and may cause destruction of submarine and floating structures. Such excitations can influence the safe performance of facilities set up on the seabed, like tunnels, jacket legs and subsea oil pipelines. Some researches on this theme have been carried out to demonstrate the importance of seaquake analyses and their effects have been underlined. The present study intends to numerically simulate a two-dimensional fluid-structure interaction (FSI) problem in order to examine the dynamic response of submarine tunnel under real horizontal earthquakes. Pressure is considered as independent nodal variables to represent the fluid flow effects and the induced time-dependent acceleration in porous medium equation is incorporated in the analysis and the tunnel shell is considered as flexible. This work highlights the importance of the input ground motion frequency content that governs the development of the induced seismic stress/strain around the lining of the tunnel. The results demonstrate that for deep sea the increment rate of the circumferential stress caused by surface gravity waves is below 7% when compared to the no-wave interface condition. Moreover, it is confirmed that long-period record may amplify the overall response of the system (up to 60%) specially the lateral and vertical displacements, as well as the principal stress to a lesser extent. The developed numerical model can attend to further analysis of tunnels embedded in a half-space in conjunction with fluid undergoing the severe long-period earthquakes.     

基于STAR-CCM+的螺旋桨水动力性能分析

文章运用公式将P4119螺旋桨二维坐标型值转换成三维坐标型值,导入Gambit2. 4软件建立几何模型。基于STAR-CCM+软件对该桨进行网格划分,设置边界条件和数值,仿真模拟不同进速系数下的转矩系数、推力系数、敞水效率和桨叶表面压力分布。经与试验值比较,误差均在10%以内,验证了计算结果的准确性,能够满足工程需要。     

海员避碰行动各指标相关性的多元回归分析

在获取大量海员避碰行动样本的基础上，通过建立多元线性回归的数学模型，分析了转向时机、转向幅度、目标船舷角、会遇两船的船速比等4个指标与目标船最后通过距离之间的相关性大小，结论对海员避碰行动决策有一定的参考价值。由于样本是在对海员进行航海模拟器训练中获得的，从而说明了用航海模拟器来研究避碰行为的可行性以及STCW公约强化模拟器训练的必要性。     

福塔纤维沥青混凝土性能研究

福塔纤维（FORTA AR）是一种新型的聚合物有机纤维，它由聚丙烯（Pnlypropylene）和芳纶（Keylar）按照质量比3：1混合而成。对掺加0．045％福塔纤维、0．3％的德兰尼特纤维（Dolanit）以及不加纤维的沥青混合料的高温稳定性、低温抗裂性、以及水稳定性等路用性能进行了研究，结果表明福塔纤维沥青混合料具有优良的路用性能；继而对福塔纤维改善沥青混合料路用性能的机理进行了分析。     

单轴转向架在城轨车辆中的应用前景分析

单轴转向架具有重量轻、曲线通过能力强、低噪声和运行稳定性较差等特点。文章详细分析了单轴转向架的运行性能,并对单轴转向架在城轨车辆中的应用可行性进行了探讨,认为其可满足城轨车辆的运行要求。     

铁路桥梁用超细粉煤灰高性能混凝土的试验研究

我国铁路桥梁工程建设中较少掺用粉煤灰,但粉煤灰混凝土在其他工程领域的应用已经证明其具有优良的耐久性能及长期性能。在本文研究中,突破现行规范,从材性试验的角度以30%左右的超细粉煤灰(UFA)等量取代水泥配制了铁路桥梁用的超细粉煤灰高性能混凝土,并对其力学性能、部分长期性能、水化产物以及水泥石形貌等进行了试验研究。试验结果表明,混凝土早期强度主要取决于W/C和UFA掺量,而后期则主要取决于W/B和UFA掺量;通过应力-应变全曲线分析可知,UFA高性能混凝土可采用现行规范设计;混凝土干缩、抗渗、抗裂性能等均优于基准混凝土;同时在微观测试分析基础上,综合考虑施工及养护条件等因素的变异,认为在实际应用中,UFA掺量以不超过30%为宜。     

工程机械柴油机的匹配选择

为选择适应工程机械使用特点的柴油机，对工程机械配套的柴油机选型方式进行了概括分析，着重介绍在柴油机对比选择时的关键性能参数。说明了工程机械用柴油机抗过载能力的特殊要求，总结出通过性能参数和曲线的对比来匹配选择柴油机的方法。     

杭州湾跨海大桥70 m预应力混凝土箱梁用海工耐久混凝土的试验研究

通过平板抗裂试验,研究了海工耐久混凝土的早期抗裂性,采用RCM法研究了海工耐久混凝土抗氯离子渗透的能力。结果表明,使用P.Ⅱ42.5(R)硅酸盐水泥、Ⅱ区中砂、5~25 mm碎石、Ⅰ级或Ⅱ级低钙粉煤灰、粒化高炉矿渣粉及新一代高性能高效减水剂,可以配制出C 50~C 60海工耐久混凝土。     

Reliability-based calibration of fatigue design guidelines for ship structures

A simple reliability-based framework is applied to calibrate a new set of fatigue design guidelines. This new guideline considers two different approaches for the assessment of both loads, stresses and local stress raising effects, and partial safety factors must be given for any combination of these approaches. For the calibration, the lognormal reliability format is adopted because the hereby-derived partial safety factors can be combined arbitrarily. This means that with a few basic partial safety factors, the combination of partial safety factors to be applied together with any combination of calculation approaches can be determined easily. In the present paper both the adopted reliability format, the applied modeling of uncertainties and the selected target safety index are explained. Based on this, a new guideline is calibrated and the derived partial safety factors are presented. Finally, the new guideline is applied through a numerical example in order to show the applicability of the calibrated partial safety factors, and satisfactory results are found.