Automatic GTAW Robot Arc Length Control Based on Particle Filter

Hui Wang, Ting Lei, Y. Rong, Pengfei Xiong, Yu Huang
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引用次数: 1

Abstract

In the automatic GTAW robot welding process, workpiece-surface unevenness and tungsten-electrode loss are so common that frequently cause the fluctuation of welding arc length and the unstable welding quality. In order to solve the phenomenon, this paper collected real-time welding arc voltage, and obtained the arc length data by the relationship between arc length and arc voltage by using an arc voltage sensor, and proposed a particle-filter-based automatic GTAW robot arc length adjustment method to eliminate the nonlinear non-Gaussian noise in the welding process, which can accurately and quickly control the arc length of the welding robot. Experiment results showed that the designed method can effectively improve the stability of the welding arc length and the welding quality.
基于粒子滤波的GTAW机器人弧长自动控制
在自动GTAW机器人焊接过程中,工件表面不平整和钨电极损耗是常见的问题,经常造成焊接弧长波动和焊接质量不稳定。为了解决这一现象,本文实时采集焊接电弧电压,利用电弧电压传感器通过电弧长度与电弧电压的关系获取电弧长度数据,并提出了一种基于粒子滤波的GTAW机器人电弧长度自动调节方法,以消除焊接过程中的非线性非高斯噪声,能够准确、快速地控制焊接机器人的电弧长度。实验结果表明,所设计的方法能有效地提高焊接弧长稳定性和焊接质量。
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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