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From Virtual Testbeds to Real Lightweight Robots: Development and deployment of control algorithms for soft robots, with particular reference to

机译:从虚拟测试台到真正的轻量级机器人:软机器的开发和部署控制算法,特别是

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Mating of components is a major production step in automated assembly lines. Many aspects in mating two parts can be reduced to a peg-in-hole problem. When the parts are fitted to each other, jamming may occur, leading to assembly failure or damage to the parts, to the robot, or to its enviroment. Therefore, an intrinsically safe environment is required for the developement and testing of new algorithms. In this paper we present a workflow for developing control algorithms by means of a Virtual Testbed: First, we create a virtual setup to test and optimize the algorithm in simulation. This setup comprises a digital twin of the used physical manipulator and an application-oriented virtual environment for its operation. Then an algorithm for peg-in-hole insertion is developed that copes successfully with peg and hole fitted to each other with small clearances. This algorithm is tested and validated using the digital twin within the simulation. After its successfully validation in a virtual testbed, the algorithm is transfered to a physical setup containing the physical KUKA LWR4 manipulator and manufactured assembly parts.
机译:组件的交配是自动装配线中的主要生产步骤。配合两部分的许多方面可以减少到孔内问题。当部件彼此配合时,可能发生干扰,导致组装故障或对机器人的损坏,或者对机器人或其环境。因此,新算法的开发和测试需要本质安全的环境。在本文中,我们通过虚拟测试设备展示了用于开发控制算法的工作流程:首先,我们创建虚拟设置以测试和优化模拟中的算法。该设置包括用于使用的物理机械手的数字双胞胎,以及用于其操作的应用导向虚拟环境。然后,开发了一种用于PEG孔插入的算法,其成功地用彼此配合的钉和孔,具有小的间隙。使用模拟中的数字双胞胎测试并验证该算法。在虚拟测试设备中成功验证后,该算法被转移到包含物理Kuka LWR4机械手和制造的装配零件的物理设置。

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