Design and FEA-based Methodology for a Novel 3 Parallel Soft Muscle Actuator

M. Elsamanty, A. Eltayeb, Mohamed A. Wahby Shalaby
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引用次数: 2

Abstract

Recently, soft robotics represents a new era of advanced robotics systems. Based on the flexible nature of soft robots, they are more adequate to have safe interaction with humans and handle complex or delicate objects. Due to the nature of soft robotics, there is a crucial need to propose new designs, fabrication, and control systems suitable for the flexibility nature. In this research project, a novel three parallel soft muscle actuator is proposed. The proposed design and analytical models for predicting actuation behavior are based on a set of design parameters. First, the actuator modules are parametrically designed and identified with the aid of finite element analysis. The simulation was run at various pressures. The tip location was determined from the kinematic model as a function of pressure. The inverse kinematic model was built using ANN to calculate the pressure at the soft muscle tip. The MSE was 2.6778e-8 due to the ANN model's accuracy.
一种新型3并联软肌驱动器的设计与有限元分析方法
近年来,软机器人代表了先进机器人系统的新时代。基于软体机器人的灵活性,它们更适合与人类进行安全的交互,处理复杂或微妙的物体。由于软机器人的性质,迫切需要提出适合柔性性质的新设计、制造和控制系统。本课题提出了一种新型的三并联软肌驱动器。所提出的驱动行为预测的设计和分析模型是基于一组设计参数。首先,利用有限元分析方法对执行器模块进行参数化设计和辨识。模拟是在各种压力下进行的。根据运动学模型确定了尖端位置作为压力的函数。利用人工神经网络建立逆运动学模型,计算软肌尖端的压力。由于ANN模型的精度,MSE为2.6778e-8。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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