MACHINE LEARNING FEATURE FEED RATES FOR 3D PRINTING

    公开(公告)号:US20240272612A1

    公开(公告)日:2024-08-15

    申请号:US18168126

    申请日:2023-02-13

    CPC classification number: G05B19/4099 G06N20/00 G05B2219/49023

    Abstract: Systems for and methods of providing a feed rate for three-dimensional printing a part are presented. The disclosed techniques include: obtaining computer readable toolpath instructions for the part, where the toolpath instructions specify a nominal feed rate for a toolpath segment and spatial toolpath data of the toolpath segment; providing an input including the spatial toolpath data to a trained machine learning system, where the trained machine learning system has been trained using training data including: training spatial toolpath data, training closed loop gain data, and training feed rate data; obtaining a revised feed rate for the toolpath segment different from the nominal feed rate for the toolpath segment, where the revised feed rate is output from the trained machine learning system; and providing revised computer readable toolpath instructions, where the revised machine learning toolpath instructions include the revised feed rate.

    Method for optimizing feeder module feeder tray capacity
    3.
    发明授权
    Method for optimizing feeder module feeder tray capacity 有权
    优化进料器模块进料器托盘容量的方法

    公开(公告)号:US08820739B1

    公开(公告)日:2014-09-02

    申请号:US13856462

    申请日:2013-04-04

    Abstract: A method and apparatus that adjusts the step count at which a tray low paper condition is declared based on the number of outstanding feed commitments and the average number of feeds between tray increments. After a first tray increment has occurred, feeder software will wait a pre-determined number of additional tray increments, and will then calculate the average number of feeds between increments. Using this average and the number of outstanding feed commitments a low paper condition is declared when a predetermined logical test is true.

    Abstract translation: 一种方法和装置,其基于未完成的馈送承诺的数目和平台托盘增量之间的平均进给次数来调整托盘低纸张条件的步进计数。 在发生第一个纸盘增量之后,进纸器软件将等待预定数量的附加纸盘增量,然后计算增量之间的平均送料次数。 使用该平均值和未完成的饲料承诺数量,当预定的逻辑测试为真时,声明低纸张条件。

Patent Agency Ranking