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为斯图尔特平台建模和实现实时数字双胞胎,并进行实时轨迹计算
1Aerospace Manufacturing, Faculty of Engineering and Applied Sciences, Cranfield University, UK, United Kingdom.
PeerJ. Computer science
|June 26, 2025
概括
这项研究为斯图尔特平台引入了弹性数字双胞胎,提高了干扰期间的可靠性. 该系统集成了一个虚拟模型与实时数据和运动轨迹模块,以提高性能.
科学领域:
- 机器人和控制系统 机器人和控制系统
- 计算机科学与工程 计算机科学与工程
背景情况:
- 数字双胞胎技术依赖于物理系统的实时数据.
- 在数字双胞胎架构中,干扰需要弹性特征.
- 斯图尔特平台需要强大的数字双胞胎实现.
研究的目的:
- 开发适合斯图尔特平台的弹性数字双胞胎.
- 在颠覆性条件下提高数字双胞胎的可靠性和性能.
- 探索斯图尔特平台干扰弹性方面的新策略.
主要方法:
- 使用 MATLAB/Simulink.构建了数字双胞胎的虚拟组件.
- 将虚拟模型与其物理Stewart平台对应器集成.
- 开发了一种运动轨迹计算模块,用于实时信号处理.
主要成果:
- 为斯图尔特平台实现了一个全面的数字双胞胎系统.
- 运动轨迹模块在干扰期间准确地反映物理状态.
- 与传统的数字双胞胎系统相比,提高了系统可靠性.
结论:
- 弹性数字双胞胎对于像斯图尔特平台这样的物理系统的可靠运行至关重要.
- 开发的框架提供了增强的干扰弹性.
- 这种方法提高了数字双胞胎技术的准确性和可靠性.
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