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Stabilization of legged robots with compliant joints.

机译:腿部机器人具有柔顺关节的稳定性。

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摘要

This research focuses on stabilizing lightweight biped robots with flexible joints using bio-inspired reflex actions along with feedback control. With the objective of expanding the controllability of a dynamical system, we add independent reflex arcs that are triggered directly by the disturbance signals to feedback controllers. A 10 degree of freedom biped robot was prototyped using 3D printing techniques and control methodologies were developed to stabilize it. A hybrid analog-digital controller has been designed to improve the stability of the biped robot against sudden impact disturbances. In order to design the hybrid controller, a high-resolution dynamic model of the robot was developed in a physics-based simulation environment. A series of disturbance experiments were performed to characterize the robot attitude when the robot experiences the disturbances. A passive reflex action provided by a mass-spring pendulum was evaluated in the simulation environment.;A computationally-effective method to design open-loop gait patterns by specifying eight key-points during the gait has been developed and evaluated. Since the joint flexibility is a significant factor affecting the gait stability, joint flexibility was incorporated into the model with torsional springs at each joint. The stiffness and damping coefficients of the servo motor were characterized to model the joint as a torsional spring-damper component. The simulation method for the flexible joint in the physics-based simulator was discussed and demonstrated. The expected deflections of joints were estimated from equations of motion and added to the joint angles. The modified angle profiles were validated by comparing the robot's attitude data from sensors mounted on the robot to its model predictions. Subsequently, a Center-of-Mass Jacobian based motion planning was also implemented for a feedback controller design to stabilize the locomotion by tracking the Zero-Moment-Point and Center-of-Mass trajectories.;This dissertation focuses on the design and implementation of a hybrid controller into a biped robot, controllability improvements by the added reflex actions and gait trajectory planning along with feedback control for the biped robot with joint compliances. The outcomes lead to effective locomotion design methods for biped robots with compliant joints. The broader impacts of this research are on enhancing the safety, simulation of compliant joint in 3D robotics simulators and enabling the insertion of low-cost additive manufacturing methods into the production of robust robotic systems.
机译:这项研究的重点是利用受生物启发的反射动作以及反馈控制来稳定具有柔性关节的轻型两足动物机器人。为了扩展动态系统的可控制性,我们将由干扰信号直接触发的独立反射弧添加到反馈控制器。使用3D打印技术对10自由度的Biped机器人进行了原型设计,并开发了控制方法来稳定它。设计了一种混合模数控制器,以提高两足动物机器人抵御突然的冲击干扰的稳定性。为了设计混合控制器,在基于物理的仿真环境中开发了机器人的高分辨率动态模型。进行了一系列干扰实验,以表征机器人在受到干扰时的姿态。在仿真环境中评估了质量弹簧摆的被动反射作用。开发并评估了一种有效的计算方法,该方法通过在步态中指定八个关键点来设计开环步态模式。由于关节柔韧性是影响步态稳定性的重要因素,因此将关节柔韧性合并到模型中,每个关节处都带有扭转弹簧。表征了伺服电动机的刚度和阻尼系数,以将关节建模为扭转弹簧-阻尼器组件。对基于物理的仿真器中柔性接头的仿真方法进行了讨论和演示。关节的预期挠度是根据运动方程估算的,并添加到关节角度中。通过将安装在机器人上的传感器的机器人姿态数据与其模型预测值进行比较,可以验证修改后的角度轮廓。随后,还针对反馈控制器的设计实现了基于质点雅可比运动的运动计划,以通过跟踪零矩点和质心轨迹来稳定运动。将混合控制器集成到两足动物机器人中,通过增加反射动作和步态轨迹规划以及对关节合规的两足动物机器人的反馈控制,可控性得到了改善。结果为具有顺应性关节的两足机器人提供了有效的运动设计方法。这项研究的广泛影响在于增强安全性,在3D机器人模拟器中模拟顺应关节,并使低成本的增材制造方法能够插入功能强大的机器人系统中。

著录项

  • 作者

    Kim, Won Young.;

  • 作者单位

    Stevens Institute of Technology.;

  • 授予单位 Stevens Institute of Technology.;
  • 学科 Robotics.;Mechanical engineering.
  • 学位 Ph.D.
  • 年度 2015
  • 页码 131 p.
  • 总页数 131
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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