Reliability Analysis of Kinematics Accuracy for a Metamorphic Palletizing Robot Mechanism

Huiqing Chen, Xianxuan Li
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Abstract

∗Metamorphic mechanisms have many configurations, which has the potential to be widely used in engineering. Kinematics reliability is the key to ensure their normal operation in practical application. In this paper, according to the 2-DOF open loop mechanism, the metamorphic palletizing robot mechanism is presented. Moreover, the kinematics analysis is carried out. Based on this, the failure function of kinematics accuracy failure is obtained. Then, the reliability model is established. Monte Carlo method based on neural network is used to calculate reliability of this model. In this method, a large number of data can be fitted from a limited set of data. The Monte Carlo method is applied to calculate the reliability on this basis in addition. The calculation process of the kinematics reliability of the mechanism is given in an example. The work of this paper provides a reference for the reliability research of metamorphic mechanism.
变形码垛机器人机构运动学精度可靠性分析
变质机制有许多构型,在工程上有广泛应用的潜力。在实际应用中,运动可靠性是保证其正常工作的关键。本文根据二自由度开环机构,提出了变质码垛机器人机构。并对其进行了运动学分析。在此基础上,得到了运动学精度失效的失效函数。然后,建立了可靠性模型。采用基于神经网络的蒙特卡罗方法对模型的可靠性进行了计算。在这种方法中,可以从有限的数据集拟合大量的数据。在此基础上,应用蒙特卡罗方法进行了可靠性计算。通过算例给出了该机构运动可靠性的计算过程。本文的工作为变质机理的可靠性研究提供了参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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