Invention Grant
- Patent Title: Machine learning device, control system, and machine learning
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Application No.: US16807804Application Date: 2020-03-03
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Publication No.: US11243501B2Publication Date: 2022-02-08
- Inventor: Ryoutarou Tsuneki , Satoshi Ikai
- Applicant: FANUC CORPORATION
- Applicant Address: JP Yamanashi
- Assignee: FANUC CORPORATION
- Current Assignee: FANUC CORPORATION
- Current Assignee Address: JP Yamanashi
- Agency: Wenderoth, Lind & Ponack, L.L.P.
- Priority: JPJP2019-054837 20190322
- Main IPC: G05B13/02
- IPC: G05B13/02 ; G05B19/19 ; G05B19/416

Abstract:
Vibration of a machine end and an error of a moving trajectory are suppressed. A machine learning device performs machine learning of optimizing first coefficients of a filter provided in a motor controller that controls a motor and second coefficients of a velocity feedforward unit of a servo control unit provided in the motor controller on the basis of an evaluation function which is a function of measurement information after acceleration and deceleration by an external measuring instrument provided outside the motor controller, a position command input to the motor controller, and a position error which is a difference between the position command value and feedback position detection value from a detector of the servo control unit.
Public/Granted literature
- US20200301376A1 MACHINE LEARNING DEVICE, CONTROL SYSTEM, AND MACHINE LEARNING Public/Granted day:2020-09-24
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