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Development of a Robot System for Applying Putty on Plastered Walls

机译:在涂抹墙壁上应用腻子的机器人系统的开发

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Applying putty on plastered walls is one process of interior decoration work, it is characterized by high requirements on flatness and smoothness. Although great progress has been made on sensing technology and robotics in recent years, it is still a big challenge to complete this process automatically by robots. The main problem involved is to design a robot system which can automatically perform putty flattening according to the surface status during the process. Each operation of putty flatting needs to consider the specific uneven condition of the target region which is resulted from the previous operation. Generally, it is difficult to detect the exact unevenness status of a plastered wall surface, since the 3D contour measurement to it is beyond the capability of most related sensors. In this paper, a solution based on vision feedback is proposed for realizing automatic putty painting. The proposed method is characterized as an end-to-end artificial neural network which directly derive the necessary robot operation from the captured image on the target process wall region. The proposed method is integrated into an autonomous interior finishing robot. The experiments conducted demonstrate the effectiveness of the proposal.
机译:在涂抹墙上应用腻子是一个室内装饰工作的过程,其特点是对平坦度和平滑度的高要求。虽然近年来,对传感技术和机器人来说已经取得了巨大进展,但是通过机器人自动完成此过程仍然是一个很大的挑战。所涉及的主要问题是设计一种机器人系统,该机器人系统可以根据过程中的表面状态自动执行腻子扁平化。腻子净化的每次操作都需要考虑由先前操作导致的目标区域的特定不均匀条件。通常,难以检测涂抹壁表面的精确不均匀状态,因为它与大多数相关传感器的能力超出了超出了大多数相关传感器的能力。本文提出了一种基于视觉反馈的解决方案来实现自动腻子绘画。该方法的特征在于端到端人工神经网络,其直接从目标处理壁区域上的捕获图像直接导出必要的机器人操作。该方法集成到自动内部整理机器人中。进行的实验表明了该提案的有效性。

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