面向数字孪生的机械系统运动学和动力学建模

IF 6 Q1 ENGINEERING, MULTIDISCIPLINARY
Chiara Nezzi , Veit Gufler , Renato Vidoni , Erwin Rauch
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引用次数: 0

摘要

数字孪生的发展已经成为数字化转型的中心话题,为物理系统的预测、控制和优化提供了新的可能性。从一般意义上讲,数字孪生的特点是在虚拟世界中物理对象的精确复制品之间进行实时数据交换,反之亦然。物理实体的虚拟复制品通常被称为数字模型。然而,忠实的表示会影响模型所需的计算工作量,从而影响实时的数据交换。这就是为什么近年来,数字孪生中机械系统的运动学和动力学模型的发展是必不可少的,但也是具有挑战性的,特别是由于模型保真度和实时集成所需的计算可行性之间的权衡。本文系统地回顾了为数字孪生应用系统建模所采用的方法和实践,重点关注所使用的工具和仿真环境,以及通信和计算方面的挑战。作为最后的贡献,提出了一个理论框架,作为机械系统完全集成数字孪生发展的指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Kinematic and dynamic modeling of mechanical systems towards Digital Twins
The development of Digital Twins has become a central topic in digital transformation, offering new possibilities for the prediction, control, and optimization of physical systems. In a general sense, a Digital Twin features real-time data exchange between a precise replica of a physical object in the virtual world, and vice versa. The virtual replica of the physical entity is usually referred to as Digital Model. A faithful representation can however affect the computational effort required by the model and consequently the data exchange in real-time. This is why, in recent years, the evolution of kinematic and dynamic models of mechanical systems in Digital Twins is essential but challenging, particularly due to the trade-off between model fidelity and computational feasibility required for real-time integration. This paper presents a systematic literature review of the methods and practices employed in modeling such systems for Digital Twin applications, focusing on tools and simulation environments used, as well as communication and computational challenges. As a final contribution, a theoretical framework is proposed as a guidance in the development of fully integrated Digital Twins for mechanical systems.
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来源期刊
Results in Engineering
Results in Engineering Engineering-Engineering (all)
CiteScore
5.80
自引率
34.00%
发文量
441
审稿时长
47 days
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