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An Operating Precision Analysis Method Considering Multiple Error Sources of Serial Robots

机译:考虑串行机器人多个误差源的运行精度分析方法

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In order to solve the problem of operating precision analysis considering multiple error sources of serial robots, an operating precision analysis method combined Monte Carlo algorithm with pose error model of robot end-effector is proposed. Firstly, the pose error model of robot end-effector is built based on the MCPC method. Then, the error sources which have a main influence on the operating precision of robot end-effector are analysed in detail. At last, the Monte Carlo algorithm is used to analyse the error probabilistic characteristics of robot end-effector considering multiple error sources, which can validate the precision design of mechanical arms and provide theory basis to distribute the error limits of error sources reasonably.
机译:为解决考虑串行机器人多个误差源的运行精度分析问题,提出了一种结合蒙特卡罗算法和机器人末端执行器姿态误差模型的运行精度分析方法。首先,基于MCPC方法建立了机器人末端执行器的姿态误差模型。然后,详细分析了对机器人末端执行器的操作精度有主要影响的误差源。最后,采用蒙特卡洛算法对考虑多个误差源的机器人末端执行器的误差概率特性进行分析,可以验证机械臂的精度设计,为合理分配误差源的误差范围提供理论依据。

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