校准
固定装置
机器人
职位(财务)
编码器
计算机科学
接头(建筑物)
工业机器人
运动学
多项式的
模拟
算法
人工智能
数学
工程类
机械工程
结构工程
物理
统计
操作系统
数学分析
财务
经典力学
经济
作者
Huitaek Yun,Heungki Jeon,Seung-Han Yang,Martin B. G. Jun
标识
DOI:10.1016/j.mfglet.2022.07.120
摘要
Demands for affordable robot calibration are increasing recently due to collaborative robots and virtual manufacturing. This study proposes a method using a single wire encoder as an affordable device. Unlike previous studies focused on compensating errors from wire sagging and fixture itself, this method utilizes the alignment between spherical joint and wire end by finding minimum wire length. After the optimal joint angles #4 and #5 are found by grid search and polynomial least-square regression, closed-loop kinematic chain and linear least square are utilized to find calibration parameters. With 576 datasets, the position error was reduced from 2.43 mm to 0.78 mm.
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