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A kriging model for dynamics of mechanical systems with revolute joint clearances

机译:具有旋转关节间隙的机械系统动力学的克里金模型

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摘要

Over the past two decades, extensive work has been conducted on the dynamic effect ofjoint clearances in multibody mechanical systems. In contrast, little work has beendevoted to optimizing the performance of these systems. In this study, the analysis of revolutejoint clearance is formulated in terms of a Hertzian-based contact force model. Forillustration, the classical slider-crank mechanism with a revolute clearance joint at thepiston pin is presented and a simulation model is developed using the analysis/designsoftware MSC.ADAMS. The clearance is modeled as a pin-in-a-hole surface-to-surface drycontact, with an appropriate contact force model between the joint and bearing surfaces.Different simulations are performed to demonstrate the influence of the joint clearancesize and the input crank speed on the dynamic behavior of the system with the joint clearance.In the modeling and simulation of the experimental setup and in the followed parametricstudy with a slightly revised system, both the Hertzian normal contact force modeland a Coulomb-type friction force model were utilized. The kinetic coefficient of frictionwas chosen as constant throughout the study. An innovative design-of-experiment(DOE)-based method for optimizing the performance of a mechanical system with therevolute joint clearance for different ranges of design parameters is then proposed. Basedon the simulation model results from sample points, which are selected by a Latin hypercubesampling (LHS) method, a polynomial function Kriging meta-model is establishedinstead of the actual simulation model. The reason for the development and use of themeta-model is to bypass computationally intensive simulations of a computer model fordifferent design parameter values in place of a more efficient and cost-effective mathematicalmodel. Finally, numerical results obtained from two application examples withdifferent design parameters, including the joint clearance size, crank speed, and contactstiffness, are presented for the further analysis of the dynamics of the revolute clearancejoint in a mechanical system. This allows for predicting the influence of design parameterchanges, in order to minimize contact forces, accelerations, and power requirements dueto the existence of joint clearance.
机译:在过去的二十年中,针对多体机械系统中关节间隙的动态影响进行了广泛的研究。相反,很少有工作致力于优化这些系统的性能。在这项研究中,旋转关节间隙的分析是基于基于赫兹的接触力模型制定的。作为说明,提出了在活塞销上带有旋转间隙接头的经典滑块曲柄机构,并使用分析/设计软件MSC.ADAMS开发了仿真模型。间隙建模为销孔表面到表面干式接触,并在关节和轴承表面之间建立了适当的接触力模型,并进行了不同的仿真以证明关节间隙尺寸和输入曲柄速度的影响在实验设置的建模和仿真以及随后的参数修改(稍加修改的系统)中,均使用了赫兹法向接触力模型和库仑型摩擦力模型。在整个研究中,选择摩擦动力学系数为常数。然后提出了一种创新的基于实验设计(DOE)的方法,该方法可以优化具有渐开线缝隙的机械系统在不同设计参数范围内的性能。基于通过拉丁超立方体采样(LHS)方法选择的样本点的仿真模型结果,建立了多项式函数Kriging元模型,而不是实际的仿真模型。开发和使用主题模型的原因是绕过计算机模型针对不同设计参数值的计算密集型仿真,从而代替了更有效和更具成本效益的数学模型。最后,从具有不同设计参数的两个应用示例中获得了数值结果,包括接头间隙尺寸,曲柄速度和接触刚度,以进一步分析机械系统中旋转间隙接头的动力学。这允许预测设计参数更改的影响,以最小化由于存在关节间隙而产生的接触力,加速度和功率要求。

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