在车上实验的多臂摆:一个混沌,学习和控制的基准系统
Kadierdan Kaheman1, Urban Fasel2, Jason J Bramburger3
1Department of Mechanical Engineering, University of Washington, Seattle, WA 98195, United States of America.
HardwareX
|August 28, 2023
概括
这项研究介绍了一个开源的,高性能的多链摆在车系统上. 详细的设计和操作指南允许在动态系统,建模和控制方面进行可重复的研究.
科学领域:
- 机械工程 机械工程
- 动态系统理论 动态系统理论
- 控制理论 控制理论
背景情况:
- 吊系统,包括单,双和三重吊,已被用于400多年来研究动态行为.
- 这些系统表现出从简单的和运动到混乱动态的行为,作为复杂现象的基准.
- 吊对于设计和测试线性和非线性控制策略至关重要,随着武器的增加,复杂性会增加.
研究的目的:
- 提供广泛的,记录的设计,用于构建和操作高性能,多链在车系统.
- 为此类实验装置提供全面的设计,施工和操作指导,解决文献上的差距.
- 创建一个灵活的实验系统,用于动态系统建模,系统识别和控制中的基准问题.
主要方法:
- 车系统上的多链的详细设计和施工协议.
- 开发一个开源平台,包括3D CAD图纸,教程代码和数据.
- 探索远程操作能力,以提高全球可访问性.
主要成果:
- 一个高度灵活的实验系统,用于研究复杂的动态行为.
- 综合性文档,促进动态系统和控制的可重复性研究.
- 一个开源框架,促进全球研究人员更广泛的访问和协作.
结论:
- 在车系统上开发的多链为科学研究提供了有价值的,可访问的资源.
- 开源系统设计和数据促进可重复性,加速动态系统和控制方面的进步.
- 未来的扩展,如远程操作,将进一步民主化对这个强大的研究工具的访问.
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