JP6882364B2 - 機械学習装置及び熱変位補正装置 - Google Patents

機械学習装置及び熱変位補正装置 Download PDF

Info

Publication number
JP6882364B2
JP6882364B2 JP2019082287A JP2019082287A JP6882364B2 JP 6882364 B2 JP6882364 B2 JP 6882364B2 JP 2019082287 A JP2019082287 A JP 2019082287A JP 2019082287 A JP2019082287 A JP 2019082287A JP 6882364 B2 JP6882364 B2 JP 6882364B2
Authority
JP
Japan
Prior art keywords
measurement data
thermal displacement
data group
machine learning
machine
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
JP2019082287A
Other languages
English (en)
Japanese (ja)
Other versions
JP2019111648A (ja
JP2019111648A5 (enExample
Inventor
光徳 渡邉
光徳 渡邉
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Fanuc Corp
Original Assignee
Fanuc Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Fanuc Corp filed Critical Fanuc Corp
Priority to JP2019082287A priority Critical patent/JP6882364B2/ja
Publication of JP2019111648A publication Critical patent/JP2019111648A/ja
Publication of JP2019111648A5 publication Critical patent/JP2019111648A5/ja
Application granted granted Critical
Publication of JP6882364B2 publication Critical patent/JP6882364B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Landscapes

  • Automatic Control Of Machine Tools (AREA)
  • Numerical Control (AREA)
JP2019082287A 2019-04-23 2019-04-23 機械学習装置及び熱変位補正装置 Active JP6882364B2 (ja)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP2019082287A JP6882364B2 (ja) 2019-04-23 2019-04-23 機械学習装置及び熱変位補正装置

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2019082287A JP6882364B2 (ja) 2019-04-23 2019-04-23 機械学習装置及び熱変位補正装置

Related Parent Applications (1)

Application Number Title Priority Date Filing Date
JP2017054266A Division JP6564412B2 (ja) 2017-03-21 2017-03-21 機械学習装置及び熱変位補正装置

Publications (3)

Publication Number Publication Date
JP2019111648A JP2019111648A (ja) 2019-07-11
JP2019111648A5 JP2019111648A5 (enExample) 2020-09-03
JP6882364B2 true JP6882364B2 (ja) 2021-06-02

Family

ID=67223430

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2019082287A Active JP6882364B2 (ja) 2019-04-23 2019-04-23 機械学習装置及び熱変位補正装置

Country Status (1)

Country Link
JP (1) JP6882364B2 (enExample)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7303065B2 (ja) * 2019-08-23 2023-07-04 ファナック株式会社 機械学習装置、制御システム及び機械学習方法
CN114341752B (zh) * 2019-09-02 2023-06-13 山崎马扎克公司 控制装置、机床、修正系数算出方法和存储介质
JP7481112B2 (ja) * 2019-12-26 2024-05-10 ファナック株式会社 熱変位補正装置
JPWO2023188493A1 (enExample) * 2022-03-31 2023-10-05
JP7221459B1 (ja) 2022-05-23 2023-02-13 三菱電機株式会社 熱変位モデル学習装置、熱変位推定装置、加工システム、および加工方法
CN120770009A (zh) * 2023-03-30 2025-10-10 株式会社捷太格特 机床中的热位移修正装置和热位移修正方法以及机床

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH068107A (ja) * 1992-06-29 1994-01-18 Hitachi Seiko Ltd 工作機械における熱変位補正方法
JPH0775937A (ja) * 1993-09-07 1995-03-20 Sodick Co Ltd 工作機械及びその制御方法
JPH08141883A (ja) * 1994-11-24 1996-06-04 Toyoda Mach Works Ltd 工作機械の熱変位補正方法
JP2003094291A (ja) * 2001-09-27 2003-04-03 Kanto Seiki Kk 工作機械の熱変形補正方法および装置
JP4242760B2 (ja) * 2003-12-25 2009-03-25 オークマ株式会社 工作機械の熱変位補正方法
WO2016067874A1 (ja) * 2014-10-29 2016-05-06 ヤマザキマザック株式会社 熱変位補正量設定変更装置を備える工作機械
JP6438366B2 (ja) * 2015-08-28 2018-12-12 ファナック株式会社 電動機に対する動作指令を学習する機械学習方法および機械学習装置並びに該機械学習装置を備えた制御装置および電動機装置

Also Published As

Publication number Publication date
JP2019111648A (ja) 2019-07-11

Similar Documents

Publication Publication Date Title
JP6564412B2 (ja) 機械学習装置及び熱変位補正装置
JP6882364B2 (ja) 機械学習装置及び熱変位補正装置
JP6464220B2 (ja) 機械学習装置及び熱変位補正装置
JP7086600B2 (ja) プロセス制御器、プロセス制御方法、プロセス制御デバイス、及び多重速度制御器
US10401829B2 (en) Machine learning device for machine tool and thermal displacement compensation device
JP6356978B2 (ja) 無線又は間欠プロセス計測値を伴うプロセス制御システムにおける予測手段の使用
CN112415950B (zh) 机器学习装置、控制系统以及机器学习方法
TWI665044B (zh) 線放電加工機
US11550291B2 (en) Advanced thermal compensation of mechanical processes
JP6756676B2 (ja) 製造システム
JP2022139266A (ja) 工作機械の環境温度変化予測装置及び予測方法
US11249454B2 (en) Thermal displacement correction device considering sensor failure
JPH068107A (ja) 工作機械における熱変位補正方法
JP5321165B2 (ja) フィードフォワード量推定装置および制御装置
CN115808901B (zh) 数控机床的温度补偿方法、系统及介质
JP2019155573A (ja) ロボット制御装置、ネットワークシステム、ロボットの監視方法およびプログラム
CN112996630B (zh) 机床的热位移校正方法
CN105278333B (zh) 超超临界机组协调控制系统的数据建模方法和系统
US20230205167A1 (en) Information processing device, control device, and optimization method
JP4358705B2 (ja) 工作機械の熱変形誤差の補正方法
CN119960382A (zh) 快速调整机床水平的液压控制方法、系统、设备及介质
KR20110101813A (ko) ｕＤＥＡＳ를 이용한 산업용 히터 시스템의 모델링 기법 및 자동 동조 ＰＩＤ 제어 방법

Legal Events

Date Code Title Description
A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20200323

A521 Written amendment

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20200720

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20210406

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20210506

R150 Certificate of patent or registration of utility model

Ref document number: 6882364

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150