Method of creation a digital twin of a vibration protection process

Atamaniuk Oleksii, Legeza Viktor
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Abstract

Various approaches to building digital twins are considered. The data-based approach has a big disadvantage due to need of the huge amount of information. The system-based ap-proach can not be used in some cases due to the lack of a mathematically justified method. One of such cases is a ball vibration absorber but they can be really useful for the vibration protection of high-rise flexible objects. The purpose of the research is to develop an algorithmic method of creating digital twins of the vibration protection process, which will provide the possibility of determining the optimal control parameters of the ball vibration absorber. The paper examines small steady oscillations of the dynamic system "supporting body - ball vibration absorber". Under the condition of small forced oscillations, the equation of the amplitude-frequency characteristic of the linear anti-vibration system was obtained. In view of the use in construction, the input and output parameters of the method of building a digital twin of a flexible structure were described and analyzed, as well as the methods of obtaining them. As a result of the evaluation of the speed of the method, a modification of the search way for the optimal parameters of the digital twin was proposed. The comparative analysis showed the high efficiency of the proposed anti-vibration sys-tem with optimally adjusted parameters of the digital twin. The proposed method allows to reduce the maximum value of the amplitude by approximately four times. Modifications of the method made it possible to speed it up by an average of three times, reduce the load on the processor and handle cases when finding the optimal parameters of a digital twin is a rather difficult analytical problem. The input and output parameters of the method and ways of obtaining them were de-scribed and analyzed. A comparative numerical analysis showed the high efficiency of the functioning of such a vibration protection system with optimally adjusted parameters of the ball vibration absorber.
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一种振动保护过程的数字孪生的创建方法
考虑了构建数字孪生的各种方法。基于数据的方法由于需要大量的信息而有很大的缺点。由于缺乏数学上合理的方法,在某些情况下不能使用基于系统的方法。其中一种情况是球形减振器,但它们对于高层柔性物体的振动保护非常有用。本研究的目的是开发一种创建振动保护过程数字孪生的算法方法,为确定滚珠减振器的最优控制参数提供可能。本文研究了“支承体-球减振器”动力系统的小稳态振动问题。在受迫振荡较小的情况下,得到了线性减振系统的幅频特性方程。针对柔性结构数字孪生的实际应用,对柔性结构数字孪生的输入、输出参数及其获取方法进行了描述和分析。通过对算法速度的评价,提出了对数字孪生体最优参数搜索方法的改进。对比分析表明,通过对数字孪生参数的优化调整,所提出的减振系统具有较高的效率。所提出的方法允许将振幅的最大值降低约四倍。该方法的改进使其平均速度提高了三倍,减少了处理器的负荷,并处理了寻找数字孪生体的最佳参数是一个相当困难的分析问题的情况。对该方法的输入输出参数及其获取方法进行了描述和分析。数值对比分析表明,优化调整滚珠减振器参数后,该系统具有较高的工作效率。
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