- Patent Title: Machine learning method and machine learning apparatus learning operating command to electric motor and controller and electric motor apparatus including machine learning apparatus
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Application No.: US15245190Application Date: 2016-08-24
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Publication No.: US09887661B2Publication Date: 2018-02-06
- Inventor: Yasuyuki Matsumoto , Norihiro Chou
- Applicant: FANUC CORPORATION
- Applicant Address: JP Yamanashi
- Assignee: FANUC CORPORATION
- Current Assignee: FANUC CORPORATION
- Current Assignee Address: JP Yamanashi
- Agency: Hauptman Ham, LLP
- Priority: JP2015-169623 20150828
- Main IPC: H02P1/04
- IPC: H02P1/04 ; H02P29/60 ; G05B13/02 ; G06N99/00

Abstract:
A controller that makes an electric motor efficiently operate in accordance with an ambient temperature. The controller includes a machine learning apparatus learning an operating command to the electric motor. The machine learning apparatus includes a status observing part and learning part. The status observing part observes an ambient temperature of an electric motor apparatus and a cycle time of the electric motor as status variables. The learning part learns an operating command to the electric motor in accordance with a training data set prepared based on a combination of the judgment data acquired by a judgment data acquiring part and the status variables.
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