AUTOMATED WELDING SYSTEM, LEARNING DEVICE, NEURAL NETWORK SYSTEM, AND ESTIMATION DEVICE

    公开(公告)号:US20230064432A1

    公开(公告)日:2023-03-02

    申请号:US17904158

    申请日:2021-01-22

    摘要: An automated welding system includes a camera for capturing a camera image of a molten pool and an arc generated in a groove by arc welding; an estimation unit for outputting a probability distribution image based on a camera image by using a learned model; an extraction unit for extracting a region having at least a predetermined probability from the probability distribution image; a selection unit for selecting a representative point corresponding to a feature point of an arc and a representative point corresponding to a feature point of a molten pool, in the region having at least the predetermined probability; and a correction unit for correcting a control parameter of a welding robot based on a positional relationship of the representative point corresponding to the feature point of the arc and the representative point corresponding to the feature point of the molten pool.