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机车轴承新的动态检测技术 总被引:1,自引:0,他引:1
介绍了机奉轴承新的动态检测系统的构成及主要参数。该系统使用灰色系统多参数诊断法对轴承的质量进行动态检测,很好地反映了轴承的质量状况,为铁路应用部门提供了可靠的动态检测设备。 相似文献
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支持向量机(SVM)与BP神经网络相比各有优缺点,通过对支持向量机和BP神经网络在水轮发电机滚动轴承故障诊断中的仿真实验,来对比两者在轴承故障诊断上的泛化能力。首先通过应用经验模态分解(EMD)的方法将轴承振动信号进行分解,得到本征模函数(IMF),再将IMF的平均能量值作为故障特征向量。将这些特征向量作为支持向量机和BP神经网络的学习样本。经过仿真研究结果表明,在小样本集的前提下,支持向量机在轴承故障诊断中的精确度不但受样本数量变动的影响较小,准确度也高于BP神经网络,具有较强的泛化能力。对水轮发电机滚动轴承故障诊断模型的应优先考虑选择SVM。 相似文献
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监测大型汽轮发电机组四可倾瓦轴承负荷的试验研究 总被引:1,自引:0,他引:1
讨论了支承力法(即用测力传感器直接监测大型汽轮发电机组四可倾瓦轴承负荷的方法)的原理和误差,介绍了轴承试验台结构及其测试系统,并在试验驯进行了四可倾瓦轴承负荷测试试验研究和误差分析,试验结果表明,支承力法有较高的测试精度,它的综合误差小于5%,可满足工程测试要求。 相似文献
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本文提出了在转子超速试验中利用电磁轴承控制振动的设想。通过对电磁轴承及带轴涡轮转子系统模型的建立和研究,获得系统状态方程和传递函数,并介绍了一种利用根轨迹法,求取PID控制器参数的设计方法。仿真控制结果表明,该装置可以减弱转子振动,实现在超速试验下平稳运行。 相似文献
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《可再生能源》2016,(10)
针对风力发电机组轴承故障振动信号具有高噪声、非线性、非平稳的特性,提出了一种集成经验模态分解与峭度-相关系数准则和多特征量提取的风电机组轴承故障程度的诊断方法。利用集成经验模态将振动信号分解成若干个本征模态分量,采用峭度和相关系数准则选取一组包含信息量最丰富的分量,对该组分量从时域指标、自回归模型参数矩阵的奇异值和能量熵3个角度的变化中提取和构造多特征量矩阵,输入支持向量机建立故障程度不同的多分类预测模型,优化核参数和惩罚参数取得轴承故障程度最佳预测精度。通过实验室数据验证了该方法是一种可行的风电机组轴承故障诊断方法,可实现对风电机组轴承故障早期处于的轻度、中度和重度等3种相对故障程度的准确分类和识别。 相似文献
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具有裂纹的曲轴-轴承系统动力学与摩擦学耦合分析 总被引:1,自引:0,他引:1
以实测示功图为计算依据,以4缸柴油机的曲轴-轴承系统为研究对象,应用动力学仿真软件ADAMS耦合分析了具有裂纹的曲轴-轴承系统动力学行为和摩擦学特性,提出了"等效直径法"建立具有不同深度裂纹的弹性曲轴有限元模型.由于裂纹的扩展是曲轴动力学响应的慢变参数,从启裂到曲轴断裂采用线性插值法,分别建立具有不同深度裂纹的曲轴-轴承系统动力学和摩擦学耦合分析ADAMS模型并求解.结果表明,裂纹对其附近的曲轴轴承的动力学和摩擦学性能影响较大,随着裂纹深度的增加,裂纹附近的主轴承反力、最大油膜压力峰值和最小油膜厚度均减小,但曲轴轴颈中心径向振动响应振幅增加. 相似文献
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采用有限元、多体动力学和弹性流体动力润滑理论来联合计算16V240ZJB型柴油机主轴承的润滑情况,将曲轴当作弹性体,以考虑曲轴的弹性变形对主轴承润滑状态的影响.曲轴工作过程中受外力的作用,会产生弹性弯曲变形,使主轴颈在主轴承内倾斜,甚至与主轴瓦的边缘发生摩擦接触,本文采用了Greenwood-Tripp粗糙接触模型计算接触摩擦力.根据AVL相关标准评价了润滑计算结果,九个主轴承均润滑良好,其中第8主轴承粗糙接触压力最大、油膜厚度最低,润滑的情况相对最恶劣. 相似文献
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Four‐contact‐point slewing bearings are widely used in wind turbine generators (WTGs) to adjust the orientation of the blades and the nacelle to fully exploit wind resources. These bearings must withstand static and fatigue loads; however, at the first stages of the design process, the bearings are commonly selected by considering only static loads. This paper presents a further step of a previous theoretical work published by the authors in the field of the static load‐carrying capacity of four‐contact‐point slewing bearings under axial, radial and tilting‐moment loads. In that work, a generalization of the works by Sjoväll and Rumbarger was presented, providing an acceptance surface of the bearing in the load space. The contact angle of the balls was assumed to be load independent. The present work improves that development by considering the influence of the variability of the contact angle with the applied load, and as a result, the acceptance surface has been redefined. By comparing the results with those of the finite element model published by the authors, it is proven that the new model presented in this work is more realistic than the previous one. Thus, it is believed that this methodology can be easily applied for the initial selection of blade and yaw bearings in WTGs. Copyright © 2012 John Wiley & Sons, Ltd. 相似文献
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《International Journal of Heat and Mass Transfer》2007,50(5-6):1212-1219
In this paper, meshless element free Galerkin (EFG) method has been extended to obtain the numerical solution of nonlinear, unsteady heat transfer problems with temperature dependent material properties. The thermal conductivity, specific heat and density of the material are assumed to vary linearly with the temperature. Quasi-linearization scheme has been used to obtain the nonlinear solution whereas backward difference method is used for the time integration. The essential boundary conditions have been enforced by Lagrange multiplier technique. The meshless formulation has been presented for a nonlinear 3-D heat transfer problem. In 1-D, the results obtained by EFG method are compared with those obtained by finite element and analytical methods whereas in 2-D and 3-D, the results are compared with those obtained by finite element method. 相似文献
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M. Hamada 《International Journal of Pressure Vessels and Piping》1989,36(5):327-340
The torispherical head of a circular cylindrical pressure vessel subjected to internal pressure can buckle if the head is very thin and the pressure is high enough. Previously, Aylward and Galletly analyzed this problem by the finite element method, considering the nonlinear prebuckling deformation. In this paper a numerical method is presented for buckling problems of the general axisymmetric shell, including consideration of its nonlinear behaviors in the prebuckling state. By using this method, the buckling problem of the torispherical head treated in Galletly's study is solved, and the results obtained by the present method are compared with Galletly's. It is found that the results coincide closely enough for practical purposes. 相似文献
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《International Journal of Pressure Vessels and Piping》1998,75(4):281-286
In this paper the stochastic finite element method (SFEM) is applied to the field of fracture mechanics and cracked structures are analysed by using an elasto-plastic methodology. The main random variables considered are Young's modulus, Poisson's ratio and the crack size. The formulae of the mean and variance value of the J-integral for elasto-plastic deformation are discussed and an effective method for the probabilistic safety assessment of cracked structures is given. Some elasto-plastic problems are solved by this method, and numerical examples demonstrate that this method is appropriate for engineering problems and that the related computer program developed in this paper has sufficient precision. 相似文献