Title:
MACHINE LEARNING DEVICE AND MAGNETIZATION DEVICE FOR ELECTRIC MOTOR
Document Type and Number:
Japanese Patent JP2017069435
Kind Code:
A
Abstract:
PROBLEM TO BE SOLVED: To provide a magnetizer enhancing the stability of manufacturing quality of a rotor, while enhancing the stability of torque of an electric motor.SOLUTION: A machine learning device includes a state observation unit for observing the winding temperature, winding resistance value, current value, and rotor magnetic flux density of a magnetizer having a magnetization yoke and a winding part, a compensation calculation unit for calculating the compensation from the rotor magnetic flux density acquired by the state observation unit, and a learning unit for updating an action value table based on a magnetization rate calculated from the rotor magnetic flux density and the target magnetic flux density, winding temperature, and winding resistance value.SELECTED DRAWING: Figure 2
Inventors:
FUNAKUBO MAKOTO
Application Number:
JP2015194541A
Publication Date:
April 06, 2017
Filing Date:
September 30, 2015
Export Citation:
Assignee:
FANUC LTD
International Classes:
H01F13/00; G06N99/00; H01F27/00
Domestic Patent References:
| JPH11252873A | 1999-09-17 | |||
| JP2010258627A | 2010-11-11 | |||
| JP2000137717A | 2000-05-16 | |||
| JPH08210806A | 1996-08-20 | |||
| JP2009268191A | 2009-11-12 | |||
| JPH09168260A | 1997-06-24 |
Foreign References:
| WO2012032776A1 | 2012-03-15 |
Other References:
中間隼人、田中直樹、山田訓: "３種類のセンサを持つロボット制御へのモジュール型強化学習の適用", 社団法人 電子情報通信学会 信学技法ＮＣ, vol. １０８巻４８０号, JPN6016043207, March 2009 (2009-03-01), JP, pages 301 - 306, ISSN: 0003437108
吉原輝、関和広、上原邦昭: "ニュース記事の時間的特性を考慮した株価動向予測", 情報処理学会研究報告数理モデル化と問題解決, vol. ２０１５−ＭＰＳ−１０２巻４号, JPN6017012307, 24 February 2015 (2015-02-24), pages 1 - 6, ISSN: 0003534976
吉原輝、関和広、上原邦昭: "ニュース記事の時間的特性を考慮した株価動向予測", 情報処理学会研究報告数理モデル化と問題解決, vol. ２０１５−ＭＰＳ−１０２巻４号, JPN6017012307, 24 February 2015 (2015-02-24), pages 1 - 6, ISSN: 0003534976
Attorney, Agent or Firm:
Atsushi Aoki
Jun Tsuruta
Tomohiro Minamiyama
Kenichi Nakamura
Jun Tsuruta
Tomohiro Minamiyama
Kenichi Nakamura