基于能量平衡的柔性关节空间机械臂系统参数估计

Kostas Nanos, E. Papadopoulos
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引用次数: 3

摘要

研究了受关节柔性约束的轨道空间机械臂系统的参数估计问题。为了提高路径规划和跟踪能力,需要从系统参数知识中获益的高级控制策略。这些参数包括系统的惯性参数以及描述关节柔性的刚度和阻尼参数。在操作过程中,这些参数中的一些可能会改变或未知。基于运动方程的估计方法对噪声敏感,而基于角动量守恒的估计方法虽然对噪声有一定的容忍度,但无法估计描述关节柔性的参数。提出了一种基于能量平衡的空间柔性关节机械臂系统自由漂浮运动参数估计方法。该方法对噪声有较强的容忍度,能对系统进行全动态重构。结果表明,该方法所估计的参数能较好地描述系统的动力学特性。该方法适用于空间系统;并以平面7自由度系统为例进行了说明。
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On Parameter Estimation of Space Manipulator Systems with Flexible Joints Using the Energy Balance*
The parameter estimation of space manipulator systems on orbit is studied, whose manipulators are subject to joint flexibilities. To improve path planning and tracking capabilities, advanced control strategies that benefit from the knowledge of system parameters are required. These parameters include the system inertial parameters as well as the stiffness and damping parameters, which describe joint flexibilities. During operation some of these parameters may change or be unknown. Estimation methods based on the equations of motion are sensitive to noise, while methods based on the angular momentum conservation, while they are tolerant to noise, they cannot estimate the parameters that describe joint flexibilities. A parameter estimation method, based on the energy balance, applied during the motion of a space flexible-joint manipulator system in the free-floating mode, is developed. The method is tolerant to noise and can reconstruct the system full dynamics. It is shown that the parameters estimated by the proposed method can describe the system dynamics fully. The application of the developed method is valid for spatial systems; it is illustrated by a planar 7 degrees of freedom (DoF) example system.
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