相关实验视频
Updated: May 23, 2025

10:09
Operation of the Collaborative Composite Manufacturing CCM System
Published on: October 1, 2019
6.5K
从演示中学习计算机辅助制造:在机器人木雕雕刻中使用概率运动原体的案例研究
Daniel Schäle1, Martin F Stoelen1, Erik Kyrkjebø1
1HVL Robotics, Western Norway University of Applied Sciences, Førde, Norway.
Frontiers in robotics and AI
|May 21, 2025
概括
这项研究将学习从示范 (LfD) 整合到计算机辅助制造 (CAM) 中,以实现定制制造. 制造商现在可以通过展示它们来创建新的制造操作,扩大CAM对工匠的能力.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 数字制造的数字制造.
- 人与计算机的交互
背景情况:
- 传统的计算机辅助制造 (CAM) 工具仅限于标准工艺,阻碍了使用非标准操作的工匠.
- 定制CAM程序的默认知识的正式化对制造商和工匠来说是一个挑战.
- 在适应CAM用于独特的,类似于手工艺的制造任务方面存在差距.
研究的目的:
- 将学习从示范 (LfD) 整合到数字制造工作流程中.
- 通过手工演示,使制造商能够建立新的制造操作.
- 开发一种CAM管道,用于使用LfD进行类似工艺的操作.
主要方法:
- 使用手工工具进行机器人木雕的案例研究.
- 在 Rhino's Grasshopper 环境中整合概率运动原始 (ProMP).
- 通过动感教学和ProMPs的建模记录人类示范.
主要成果:
- 开发了一条管道,将2D图纸转化为基于技能的6DOF雕刻工具路径.
- 该系统在CAD环境中充当从绘图输入到工具路径输出的翻译器.
- 在多个木雕应用中得到了证明.
结论:
- 从示范中学习 (LfD) 显示了用于专业制造的CAM工具增强的潜力.
- 开发的管道允许制造商从简单的图纸中生成自定义的工具路径.
- 需要进一步的研究来代表一般化工具路径生成的雕刻技能.
相关概念视频
Three-Dimensional Force System:Problem Solving
601
A three-dimensional force system refers to a scenario in which three forces act simultaneously in three different directions. This type of problem is commonly encountered in physics and engineering, where it is necessary to calculate the resultant force on the system, which can then be used to predict or analyze the behavior of the object or structure under consideration.
To solve a three-dimensional force system, first resolve each force into its respective scalar components. Do this using...
To solve a three-dimensional force system, first resolve each force into its respective scalar components. Do this using...
601
Sequence Networks of Rotating Machines
90
A Y-connected synchronous generator, grounded through a neutral impedance, is designed to produce balanced internal phase voltages with only positive-sequence components. The generator's sequence networks include a source voltage that is exclusively in the positive-sequence network. The sequence components of line-to-ground voltages at the generator terminals illustrate this configuration.
Zero-sequence current induces a voltage drop across the generator's neutral impedance and other...
Zero-sequence current induces a voltage drop across the generator's neutral impedance and other...
90
Method of Joints: Problem Solving II
486
Consider a truss structure with frictionless joints fixed to a wall and roller support. If a force of 150 N is applied to joint A, the forces in each member of the truss can be determined using the method of joints.
486
Mechanical Systems
165
Mechanical systems are analogous to to electrical networks where springs and masses play similar roles to inductors and capacitors, respectively. A viscous damper in mechanical systems functions similarly to a resistor in electrical networks, dissipating energy. The forces acting on a mass in such systems include an applied force in the direction of motion, counteracted by forces from the spring, a viscous damper, and the mass's acceleration. This interplay of forces is mathematically...
165
Virtual Work for a System of Connected Rigid Bodies
360
Virtual work is a powerful method used to solve problems involving several connected rigid bodies. When the system is in equilibrium, virtual work is zero. This allows the calculation of the resulting forces when a system undergoes a virtual displacement. When attempting to analyze such a system, first, use a free-body diagram, where an independent coordinate represents the configuration of the links, and mark its deflected position resulting from the positive virtual displacement.
Next,...
Next,...
360
Method of Joints: Problem Solving I
1.0K
The method of joints is a commonly used technique to analyze the forces in structural trusses. The method is based on the principle of equilibrium, which assumes that the truss members are connected by frictionless pins. The forces at each joint can be determined by considering the equilibrium of the forces acting on that joint. Consider a truss structure with two forces of 20 N and 10 N acting at joints C and D, respectively. The method of joints can be used to determine the forces FCB, FDC,...
1.0K

