基于密度半径自适应选择的K-均值聚类算法

K-均值算法聚类速度快,易于实现,且对数据依赖度低,在文本聚类中得到广泛应用.然而,由于聚类初始中心点选择的随机性,传统K-均值算法以及其变种的聚类结果会产生较大的波动.文章对K-均值算法进行了改进,通过自适应选择最佳密度半径进而优化聚类初始中心选择的方法,得到一种适合文本数据聚类分析的改进算法.实验表明,该算法能够生成质量较高而且波动性较小的聚类结果.     

半径250m曲线无缝线路稳定性分析及加强措施

本文通过分析不同工况对半径250 m曲线无缝线路临界轨温的影响,合理确定半径250m曲线作业轨温范围及稳定性影响因素.结合现场养护维修过程中遇到的问题和设备整修方法,从钢轨选用及修理、轨枕选用、道床修理等方面提出半径250 m曲线稳定性控制措施.     

大跨连续刚构桥施工线形控制技术

通过对大跨径预应力混凝土连续刚构梁桥施工过程中结构的线形测试,经过合理结构分析计算,研究其施工过程中的线形变化规律,并根据现场实测数据和采用有效控制方法,给出合理的立模标高,使大桥顺利合龙。     

基于模糊神经网络的驾驶员弯道安全感受预测模型研究

论述了在人-车-路(环境)系统中驾驶员弯道安全感受的非线性特性。为了体现车辆、道路结构对驾驶员认知过程的作用和认知结果形成的影响,驾驶员弯道安全感受模型采用弯道平曲半径、车辆运行速度和驾驶员驾龄作为道路线形、车辆结构动力性、驾驶员经验的主要特征参数集,在增加积极和消极补偿运算的基础上,构建出模糊逻辑推理规则与神经网络优化逼近运算相互结合的5层推理预测模型,并结合实例数据,进行了对比分析验证,表明5层结构模型能够较好的满足特定弯道条件下驾驶员主观安全感受的认知推理预测要求,能够准确的、稳定的再现出驾驶员主观安全感受同驾龄、平曲半径和车辆运行速度间的相互作用关系。     

铁路小半径曲线刚构-连续梁桥设计研究

为研究小半径曲线刚构-连续梁桥的受力特点,以某(36+60+36)m铁路刚构-连续梁桥为背景进行分析。采用BSAS、MIDAS、ANSYS建立有限元模型,针对该桥小半径、施工复杂等特点,从弯扭耦合效应、刚度、变形、稳定性等方面进行详细分析,结果表明:该桥具有足够的强度、刚度和稳定性。     

On the application of hydraulic theory to the deep-water flow through the Irbe Strait

A flow-dependent critical-point method for investigating topographically controlled flow in natural channels is applied to the bottom current through the Irbe Strait connecting the Baltic proper and the Gulf of Riga. This approach is based on the functional formalism due to Gill [Gill, A.E., 1977. The hydraulics of rotating-channel flow. J. Fluid Mech., 80, 641–671.], and here is used for the stratified flow structure observed during the IRBEX-95 field campaign. A critical section of the realizable flow regime was found to be located slightly downstream of the most pronounced horizontal constriction of the channel. The predicted baroclinic volume flux 7200 m³ s⁻¹ overestimates the observed mean bottom-water transport by around 30%, a discrepancy which most likely can be explained by the lack of sea level conditions and friction in the model.     

Normal and shear forces in the contact patch of a braked racing tyre. Part 1: results from a finite-element model

In this first part of a two-part article, a previously described and validated finite-element model of a racing-car tyre is developed further to yield detailed information on carcass deflections and contact pressure and shear stress distributions for a steady rolling, slipping, and cambered tyre. Variations in running conditions simulated include loads of 1500, 3000 and 4500 N, camber angles of 0° and ?3°, and longitudinal slips from 0% to?20%. Special attention is paid to heavy braking, in which context the aligning moment is of great interest. Results generated are in broad agreement with limited experimental results from the literature and they provide considerable insight into how the tyre deforms and how the contact stresses are distributed as functions of the running conditions. Generally, each rib of the tyre behaves differently from the others, especially when the wheel is cambered. The results form a basis for the development of a simpler physical tyre model, the purpose of which is to retain accuracy over the full operating range while demanding much less computational resource. The physical tyre model is the topic of the second part of the article.     

机车曲线通过模拟试验台设计及其应用

介绍了一种结构简单的机车曲线通过模拟试验台。主要从工作原理、组成结构以及应用等几个方面进行分析,以达到检验机车曲线通过能力的要求。     

斯太尔汽车双前轴转向机构分析及其应用

本文在对斯太尔重型汽车的双轴转向传动机构进行分析的基础上建立了数学模型,研究了各部分的传动过程,并采用MATLAB语言编写了转向传动机构分析程序,对转向轴内外轮之间,前后轮间的转角匹配,以及最小转弯半径的匹配关系进行了优化。     

小半径曲线桥上CRTS Ⅱ型板式无砟轨道侧向挡块受力分析

建立了小半径曲线桥上＂轨道-梁-墩＂一体化计算模型,分析其在温度变化和离心力作用下联合板位移以及侧向挡块的受力情况,对曲线半径、侧向挡块弹性垫板刚度和侧向挡块间距的影响规律进行了分析。通过对侧向挡块进行结构强度检算,认为侧向挡块具有较高的安全储备量。