论文标题
人类监督的半自治移动操纵器,用于安全有效地执行机器的机器
Human-Supervised Semi-Autonomous Mobile Manipulators for Safely and Efficiently Executing Machine Tending Tasks
论文作者
论文摘要
移动操纵器可用于在少量制造应用中进行机器趋势和材料处理任务。这些应用程序通常具有半结构化的工作环境。将完全自主的移动操纵器用于此类应用可能是有风险的,因为工作空间的不准确模型可能会损坏昂贵的设备。另一方面,使用完全遥控的移动操纵器可能需要大量的操作员时间。在本文中,开发了一个半自治的移动操纵器,用于在人类监督下安全有效地执行机器调整任务。该机器人能够从高级任务描述中生成运动计划,并向人类呈现模拟结果以供批准。人类操作员可以授权机器人执行自动生成计划,或向计划者提供其他输入以完善计划。如果工作空间模型的某些部分的不确定性水平很高,那么人可以决定执行远程操作以安全执行任务。我们的初步用户试验表明,非专家运营商可以快速学习使用系统并执行机器趋势任务。
Mobile manipulators can be used for machine tending and material handling tasks in small volume manufacturing applications. These applications usually have semi-structured work environment. The use of a fully autonomous mobile manipulator for such applications can be risky, as an inaccurate model of the workspace may result in damage to expensive equipment. On the other hand, the use of a fully teleoperated mobile manipulator may require a significant amount of operator time. In this paper, a semi-autonomous mobile manipulator is developed for safely and efficiently carrying out machine tending tasks under human supervision. The robot is capable of generating motion plans from the high-level task description and presenting simulation results to the human for approval. The human operator can authorize the robot to execute the automatically generated plan or provide additional input to the planner to refine the plan. If the level of uncertainty in some parts of the workspace model is high, then the human can decide to perform teleoperation to safely execute the task. Our preliminary user trials show that non-expert operators can quickly learn to use the system and perform machine tending tasks.