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Concurrent design of controller and passive elements for robots with impulsive actuation systems

机译:脉冲驱动系统机器人的控制器和无源元件的并行设计

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摘要

There are some biological evidences showing that the actuation system in legged animals is impulsive; it is not continuous. As opposed to continuous control/actuation, the control actions occur in specific intervals, and from the instant of one actuation until the start of the next one, passive elements guarantee the stability of the robotic system and govern its natural dynamics. In this paper, we present an analytical method for concurrent design of impulsive controller and passive elements (compliance and damper) for robotic systems; e.g., manipulators and legged-robots. To optimize the force profiles of passive elements, three different cost functions are presented which optimize the natural dynamics and energy consumption of the robot. The presented method can be applied to both cyclic and non-cyclic (explosive) tasks so as to attain energy efficient and bio-inspired motions. The method is applied to three biological models: a simulated human arm for throwing an object, a swing leg for drawing an oval, and a 3D quadruped robot for performing walking gait. Our findings in the simulation studies are in line with the hypothesis of impulsive actuation in nature and show the applicability of our method in robotics.
机译:有一些生物学证据表明,有腿动物的驱动系统是冲动的。它不是连续的。与连续控制/致动相反,控制动作以特定的间隔发生,并且从一次致动的时刻到下一次致动的开始,无源元件保证了机器人系统的稳定性并控制其自然动力。在本文中,我们提出了一种用于机器人系统的脉冲控制器和无源元件(合规和阻尼器)同时设计的分析方法。例如,机械手和有腿机器人。为了优化被动元件的力分布,提出了三种不同的成本函数,它们优化了机器人的自然动力和能耗。所提出的方法可以应用于周期性和非周期性(爆炸性)任务,从而实现节能和具有生物启发性的运动。该方法应用于三个生物模型:用于投掷物体的模拟人手臂,用于绘制椭圆形的摆腿和用于执行步行步态的3D四足机器人。我们在模拟研究中的发现与自然中的脉冲驱动的假设相吻合,并表明了我们的方法在机器人技术中的适用性。

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