Calculation Method of Static Friction Forces for Multi-Joint Manipulators

IF 2.4 Q2 AUTOMATION & CONTROL SYSTEMS IEEE Control Systems Letters Pub Date : 2024-06-20 DOI:10.1109/LCSYS.2024.3417454
Yusuke Murayama;Yoshiro Fukui
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Abstract

The static friction force is an important element of practical problems, such as the model-based control design of mechanical systems described by the Euler-Lagrange equations. The difficulty in calculating the static friction force, represented by a discontinuous function, lies in the fact that the differential equations representing the equations of motion become discontinuous differential-algebraic equations (DAEs). To solve the discontinuous DAEs using numerical methods, we need to solve a non-differential implicit algebraic equation at each step. In this letter, we propose an algorithm for calculating the static friction force by solving the implicit algebraic equation. Theoretical analysis shows that the friction force exists uniquely. This ensures that the proposed algorithm obtains a unique value for the static friction force. Moreover, the number of iterations in the proposed algorithm is only $3^{\mathrm { n}}$ at worst, where $\rm n$ denotes the number of manipulator joints. Hence, the proposed method matches numerical differential equation solvers, such as the Euler method. The effectiveness of the proposed method was validated through simulations using simple mechanical systems.
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多关节机械手静摩擦力计算方法
静摩擦力是实际问题中的一个重要因素,例如基于欧拉-拉格朗日方程描述的机械系统的模型控制设计。静摩擦力由不连续函数表示,计算静摩擦力的困难在于表示运动方程的微分方程变成了不连续微分代数方程 (DAE)。要使用数值方法求解不连续 DAE,我们需要在每一步求解一个非微分隐式代数方程。在这封信中,我们提出了一种通过求解隐式代数方程计算静摩擦力的算法。理论分析表明,摩擦力是唯一存在的。这确保了所提出的算法能获得唯一的静摩擦力值。此外,所提算法的迭代次数最多只需 3^{mathrm { n}}$,其中 $\rm n$ 表示机械手关节的数量。因此,所提出的方法与欧拉法等数值微分方程求解器相匹配。通过使用简单机械系统进行仿真,验证了所提方法的有效性。
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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来源期刊
IEEE Control Systems Letters
IEEE Control Systems Letters Mathematics-Control and Optimization
CiteScore
4.40
自引率
13.30%
发文量
471
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