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Navigation of Welding Torch for Arc Welding Process

机译:用于电弧焊接过程的焊枪导航

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Torch position, traveling speed, and attitude play an important role in welding quality control for both manual and robotic are welding process. Besides, their detection may facilitate welding process monitoring, welder training, as well as novel ways for many other interesting and useful applications. Yet, few research has been done in the torch navigation in manual arc welding process. In this paper, we describe and implement a Kalman-based framework to estimate the position, traveling speed, and attitude of a torch in manual welding process. The proposed framework makes use of an inertial navigation system (INS) mechanization algorithm, a Zero Velocity Update (ZUPT) methodology, and a unscented Kalman filter (UKF). The proposed measurement employs a low-price miniature wireless inertial measuring unit (WIMU) consisting of a tri-axial accelerometer, one tri-axial gyroscope and a magnetometer. The performance of the proposed scheme has been evaluated by welding simulations with different types of fit-ups. Statistics shows that the position errors are about 1% of the total traveled distance, which are considered acceptable for the intended manual welding applications.
机译:火炬位置,旅行速度和态度在手动和机器人都是焊接过程中的焊接质量控制中发挥着重要作用。此外,他们的检测可以促进焊接过程监控,焊工训练以及许多其他有趣和有用的应用的新方法。然而,在手动电弧焊接过程中的火炬导航中已经完成了很少的研究。在本文中,我们描述并实施了基于卡尔曼的框架来估计手动焊接过程中割炬的位置,行驶速度和姿态。所提出的框架利用惯性导航系统(INS)机械化算法,零速度更新(ZUPT)方法,以及Unscented Kalman滤波器(UKF)。所提出的测量采用由三轴加速度计,一个三轴陀螺仪和磁力计组成的低价微型无线惯性测量单元(WIMU)。通过用不同类型的装备焊接模拟来评估所提出的方案的性能。统计数据表明,位置误差约占总行驶距离的1%,这被认为是可接受的预期手动焊接应用。

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