摘要
为了实现机器人对立焊焊缝的准确跟踪,提高焊接的质量和效率,减少焊接工人的劳动强度,对采样电流进行组合滤波,利用"绝对差法"对第1个采样点到第32个采样点进行线性回归,拟合直线的斜率作为偏差,以偏差和偏差的变化率作为模糊控制器的输入,经过输入量的模糊化、模糊推理和输出量的清晰化,控制水平滑块伸缩跟踪立焊焊缝.通过路径规划,使焊枪从上倾45°变成下倾45°.利用基于水平滑块伸缩跟踪焊缝与路径规划组合的方法对立焊焊缝进行跟踪.实验结果表明:利用该算法,基于旋转电弧传感机器人跟踪立焊焊缝的可靠性好,精确度高.
In order to achieve robot tracking of vertical welding seam accurately, improve the quality and ef- ficiency of welding, and reduce labor intensity of welders, the sampling current was filtered by method of combination. Linear regression was done by using the method of “absolute difference” from the first sam- piing point to the 32th sampling point to regard the slope of fitting line as a deviation. The deviation and deviation change rate was used as the input of the fuzzy controller. The vertical welding seam was tracked by controlling level slider telescopic after fuzzification of the input, fuzzy reasoning and defuzzification of the output. The welding torch was made to move from updip 45 degrees to downdip 45 degrees by path planning. The vertical welding seam was tracked by combining path planning and horizontal slider tele- scopic. Experimental results show that the robot can well track the vertical welding seam based on rotating arc sensor by using the algorithm, which have good reliability and high accuracy.
出处
《上海交通大学学报》
EI
CAS
CSCD
北大核心
2015年第3期348-352,共5页
Journal of Shanghai Jiaotong University
基金
国家高技术研究发展计划(863)项目(2013AA041003)资助
关键词
旋转电弧传感器
偏差识别
模糊控制
路径规划
焊缝跟踪
rotating arc sensor
offset identification
fuzzy control
path planning
tracking weld seam