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Mechatronic design and implementation of a smart robotic hanger for garment inspection

机译:用于服装检查的智能机器人衣架的机电一体化设计和实现

摘要

The work in this paper, as continuation of previous research, improves the previous robot configuration and focuses on the mechatronic design and implementation of the robotic hanger system for garment inspection. In this improved 3-DOF smart hanger, three groups of linkages, body, shoulder, and sleeve links (joints), instead of the four-link robot consisting of three revolute joints and one prismatic joint in the previous design, can freely move in the 2D plane. In comparison with the previous design, the prismatic joint was removed. Link 2 and link 3 are replaced by the body link, and an extra shoulder link is added. Furthermore, the body link always keeps vertical status during motion, and the shoulder and sleeve links provide the convenience for holding the garment. Through these three pairs of improved links, the robotic hanger extends the garment effectively through several motion processes with position and force control where the force control was not considered in the previous design. Due to the hanger complexity and the inherent nonlinearity of the contact behavior, it is difficult, though not impossible, to build a model-based controller such as the proportional-derivative (PD) controller for the present application. Instead, a fuzzy proportional and integral (FPI) controller is applied for implementing the position and force control required for the motion processes. Additionally, for garments with different sizes and materials, the desired values in control system are different. To address this problem, an expert system for automatically selecting the desired position values in the control system is proposed. This intelligent module determines the proper desired positions for various garment sizes. The experimental results for one type of garment material validate the effectiveness of this improved novel smart robotic hanger system. In the future, the intelligent module for selecting different desired values will be further improved. The enhanced module is expected to provide the desired values of the control system when the factors of the garment size and material are considered simultaneously.
机译:作为先前研究的继续,本文的工作改进了先前的机器人配置,并着重于用于服装检查的机器人衣架系统的机电设计和实现。在这种改进的三自由度智能衣架中,三组连杆机构,车身,肩部和套筒连杆(接头)代替了以前设计中由三个旋转接头和一个棱柱接头组成的四连杆机器人,可以自由移动。 2D平面。与以前的设计相比,删除了棱柱形接头。连杆2和连杆3替换为车身连杆,并添加了额外的肩部连杆。此外,在运动过程中,身体连杆始终保持垂直状态,而肩部和袖子连杆则为保持衣服提供了便利。通过这三对改进的链环,自动吊架通过位置和力控制的几个运动过程有效地扩展了服装,而以前的设计中并未考虑力控制。由于衣架的复杂性和接触行为固有的非线性,尽管并非不可能,但要为本应用构建基于模型的控制器(例如比例微分(PD)控制器)是困难的,尽管并非不可能。而是使用模糊比例积分(FPI)控制器来实现运动过程所需的位置和力控制。另外,对于具有不同尺寸和材料的服装,控制系统中的期望值是不同的。为了解决这个问题,提出了一种用于在控制系统中自动选择期望位置值的专家系统。该智能模块为各种服装尺寸确定合适的所需位置。一种服装材料的实验结果证明了这种改进的新型智能机器人衣架系统的有效性。将来,将进一步改进用于选择不同期望值的智能模块。当同时考虑服装尺寸和材料的因素时,期望增强的模块提供控制系统的期望值。

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