公开(公告)号：US20230205180A1

公开(公告)日：2023-06-29

申请号：US18084980

申请日：2022-12-20

Applicant: ATS Corporation

Inventor： Nicolas John Reynolds Sinnige ,  Masoud Kheradmandi ,  Stanley Wellington Kleinikkink ,  Kevin Tanaka

IPC: G05B19/4155

CPC classification number: G05B19/4155 ,  G05B2219/40052

Abstract: There is described a system and a computer-implemented method for controlling a part-processing device of a computer numerical control machine to bend cannulas. The method comprises the step of receiving one or more set parameters relating to one or more desired bend characteristics. The method also comprises the step of determining one or more uncontrolled inputs, the one or more uncontrolled inputs comprising bend parameters of a previously bent cannula. The method also comprises the step of inputting the one or more set parameters and the one or more uncontrolled inputs into a machine learning model to produce a plurality of outputs. The method also comprises the step of determining control parameters using the plurality of outputs, the control parameters relating to one or more settings of the part-processing device. The method also comprises the steps of setting the part-processing device using the control parameters and the uncontrolled inputs and bending a cannula using the part-processing device.