使用 Simscape 多体软件设计机器人数字孪生体

Robotics Pub Date : 2024-04-14 DOI:10.3390/robotics13040062
Giovanni Boschetti, Teresa Sinico
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引用次数: 0

摘要

工业机器人和协作机器人的数字孪生系统被广泛用于评估和预测不同控制策略下机械手的行为。然而,这些数字孪生机器人通常采用简化的数学模型,无法完全描述其动态特性。Simscape Multibody 是 Matlab 的一个工具箱,允许以相当直观和用户友好的方式设计机器人机械手。该机器人数字孪生体包括关节摩擦、传动齿轮和电动执行器动力学。在评估了 Simscape 模型的动态准确性后,我们用它来测试计算出的扭矩控制方案,证明该模型可以可靠地用于不同目的的仿真,如验证控制方案、评估协作功能或最大限度降低功耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Designing Digital Twins of Robots Using Simscape Multibody
Digital twins of industrial and collaborative robots are widely used to evaluate and predict the behavior of manipulators under different control strategies. However, these digital twins often employ simplified mathematical models that do not fully describe their dynamics. In this paper, we present the design of a high-fidelity digital twin of a six degrees-of-freedom articulated robot using Simscape Multibody, a Matlab toolbox that allows the design of robotic manipulators in a rather intuitive and user-friendly manner. This robot digital twin includes joint friction, transmission gears, and electric actuators dynamics. After assessing the dynamic accuracy of the Simscape model, we used it to test a computed torque control scheme, proving that this model can be reliably used in simulations with different aims, such as validating control schemes, evaluating collaborative functions or minimizing power consumption.
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