机械手刀路插补与冗余优化

He Lyu, Xiangbao Song, Dan Dai, Jiangang Li, Zexiang Li
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引用次数: 3

摘要

针对焊接、切割等具有1自由度冗余的工业机械臂,设计了刀具轨迹插值和冗余优化算法。采用b样条进行刀具轨迹插补,在保证能量消耗的同时避免奇异性,并尊重关节极限,从而得到最优轨迹。用非线性优化方法对该问题进行了表述和求解。采用指数积模型对机器人进行运动学和动力学分析,简化了问题的求解。实验证明了该方法的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tool path interpolation and redundancy optimization of manipulator
In this paper, tool path interpolation and redundancy optimization algorithms are designed for the industrial manipulator to perform tasks exhibiting 1-DoF redundancy such as the welding, cutting etc. B-spline is applied for the tool path interpolation and then by minimizing the energy consumption while avoiding singularity and respecting joint limits at the same time, the optimal trajectory can be obtained. The problem is formulated and solved by nonlinear optimization method. POE(Product of exponential) model is used for robotic kinematic and dynamic analysis to simplify the problem. Experiments were conducted to illustrate the feasibility of our method.
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