Trajectory optimization of pneumatically actuated, redundant continuum manipulators

Valentin Falkenhahn, A. Hildebrandt, O. Sawodny
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引用次数: 14

Abstract

For the planning of time-critical paths for redundant continuum manipulators, dynamic input constraints such as the maximum air mass flow on the pressure dynamics of a pneumatically actuated system have a significant impact on the transition time. This paper presents a trajectory generation framework by using optimal control strategies that consider not only the mechanical dynamics, but also the pressure dynamics of a pneumatically actuated system. For the formulation of the optimal control problem, a decoupled dynamic model of the actuators and their pressure dynamics including a maximal mass flow estimation is used. The kinematic model of the manipulator is based on the constant curvature approach. The nonlinear optimal control problem with dynamic input constraints is discretized and solved numerically. Optimization results from an example manipulator show a significant reduction of the transition time, compared to simple distance-based optimizations.
气动驱动冗余连续机械臂轨迹优化
对于冗余连续体机械臂的时间关键路径规划,气动驱动系统压力动力学中的最大空气质量流量等动态输入约束对过渡时间有重要影响。本文提出了一种采用最优控制策略的轨迹生成框架,该控制策略不仅考虑了气动驱动系统的机械动力学,而且考虑了气压动力学。对于最优控制问题的表述,采用了包含最大质量流量估计的执行器及其压力动力学解耦模型。机械手的运动学模型基于常曲率法。对具有动态输入约束的非线性最优控制问题进行了离散化和数值求解。与简单的基于距离的优化相比,来自示例机械手的优化结果显示了过渡时间的显着减少。
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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