CN119213374A - 热位移模型学习装置、热位移估计装置、加工系统及加工方法 - Google Patents

热位移模型学习装置、热位移估计装置、加工系统及加工方法 Download PDF

Info

Publication number
CN119213374A
CN119213374A CN202280096195.7A CN202280096195A CN119213374A CN 119213374 A CN119213374 A CN 119213374A CN 202280096195 A CN202280096195 A CN 202280096195A CN 119213374 A CN119213374 A CN 119213374A
Authority
CN
China
Prior art keywords
thermal displacement
data
machine tool
learning
time
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.)
Pending
Application number
CN202280096195.7A
Other languages
English (en)
Chinese (zh)
Inventor
池田辽辅
高币一树
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.)
Mitsubishi Electric Corp
Original Assignee
Mitsubishi Electric 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 Mitsubishi Electric Corp filed Critical Mitsubishi Electric Corp
Publication of CN119213374A publication Critical patent/CN119213374A/zh
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00—Program-control systems
    • G05B19/02—Program-control systems electric
    • G05B19/18—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of program data in numerical form
    • G05B19/404—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of program data in numerical form characterised by control arrangements for compensation, e.g. for backlash, overshoot, tool offset, tool wear, temperature, machine construction errors, load, inertia
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B23—MACHINE TOOLS; METAL-WORKING NOT OTHERWISE PROVIDED FOR
    • B23Q—DETAILS, COMPONENTS, OR ACCESSORIES FOR MACHINE TOOLS, e.g. ARRANGEMENTS FOR COPYING OR CONTROLLING; MACHINE TOOLS IN GENERAL CHARACTERISED BY THE CONSTRUCTION OF PARTICULAR DETAILS OR COMPONENTS; COMBINATIONS OR ASSOCIATIONS OF METAL-WORKING MACHINES, NOT DIRECTED TO A PARTICULAR RESULT
    • B23Q11/00—Accessories fitted to machine tools for keeping tools or parts of the machine in good working condition or for cooling work; Safety devices specially combined with or arranged in, or specially adapted for use in connection with, machine tools
    • B23Q11/0003—Arrangements for preventing undesired thermal effects on tools or parts of the machine
    • B23Q11/0007—Arrangements for preventing undesired thermal effects on tools or parts of the machine by compensating occurring thermal dilations
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00—Program-control systems
    • G05B2219/30—Nc systems
    • G05B2219/49—Nc machine tool, till multiple
    • G05B2219/49219—Compensation temperature, thermal displacement

Landscapes

  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Human Computer Interaction (AREA)
  • Manufacturing & Machinery (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Numerical Control (AREA)
  • Machine Tool Sensing Apparatuses (AREA)
CN202280096195.7A 2022-05-23 2022-05-23 热位移模型学习装置、热位移估计装置、加工系统及加工方法 Pending CN119213374A (zh)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2022/021128 WO2023228253A1 (ja) 2022-05-23 2022-05-23 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

Publications (1)

Publication Number Publication Date
CN119213374A true CN119213374A (zh) 2024-12-27

Family

ID=85197947

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202280096195.7A Pending CN119213374A (zh) 2022-05-23 2022-05-23 热位移模型学习装置、热位移估计装置、加工系统及加工方法

Country Status (4)

Country Link
JP (1) JP7221459B1 (https=)
CN (1) CN119213374A (https=)
DE (1) DE112022007265T5 (https=)
WO (1) WO2023228253A1 (https=)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2025022496A1 (ja) * 2023-07-21 2025-01-30 三菱電機株式会社 制御装置、工作機械システム、および加工方法
JP2025092282A (ja) * 2023-12-08 2025-06-19 ブラザー工業株式会社 演算装置、工作機械、演算方法及びコンピュータプログラム
JP2025117340A (ja) * 2024-01-30 2025-08-12 株式会社小松製作所 産業機械の熱変位補正装置及び熱変位補正方法

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6802208B2 (ja) * 2018-03-23 2020-12-16 ファナック株式会社 熱変位補正システム及び計算機
DE112018008027B4 (de) * 2018-10-31 2025-09-11 Mitsubishi Electric Corporation Numerisches Steuerungsgerät, Lerngerät und Lernverfahren
JP6882364B2 (ja) 2019-04-23 2021-06-02 ファナック株式会社 機械学習装置及び熱変位補正装置
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
JP2021135679A (ja) * 2020-02-26 2021-09-13 コニカミノルタ株式会社 加工機状態推定システム、および加工機状態推定プログラム

Also Published As

Publication number Publication date
DE112022007265T5 (de) 2025-03-06
JP7221459B1 (ja) 2023-02-13
JPWO2023228253A1 (https=) 2023-11-30
WO2023228253A1 (ja) 2023-11-30

Similar Documents

Publication Publication Date Title
CN119213374A (zh) 热位移模型学习装置、热位移估计装置、加工系统及加工方法
CN112415950B (zh) 机器学习装置、控制系统以及机器学习方法
CN109613886B (zh) 热位移校正系统
US10908591B2 (en) Machine learning device and machining time prediction device
JP5803261B2 (ja) 工作機械の熱変位補正方法および熱変位補正装置
CN107491038B (zh) 学习异常负载检测的阈值的机械学习机、数控装置以及机械学习方法
JP7010877B2 (ja) 機械学習装置、数値制御システム及び機械学習方法
JP6841852B2 (ja) 制御装置及び制御方法
JP6748135B2 (ja) 機械学習装置、サーボ制御装置、サーボ制御システム、及び機械学習方法
CN109613887B (zh) 热位移校正系统
JP5330316B2 (ja) パーベイシブ・モデル適応：動的生産システムにおける計画と情報収集の統合
JP7143643B2 (ja) 位置決めシステム、監視装置、監視方法およびプログラム
JP6806746B2 (ja) モータ制御装置
CN110888398B (zh) 控制装置、cnc装置以及控制方法
CN118905724B (zh) 用于火箭箱底镜像铣削的数据驱动自适应壁厚控制方法和系统
JP6556413B1 (ja) 数値制御装置、学習装置および学習方法
WO2022162740A1 (ja) 数値制御装置
JP7706678B1 (ja) 加工診断装置、学習装置、推論装置、加工診断方法、加工診断プログラムおよび工作機械システム
JP2004240609A (ja) 電動機制御システムの自律設計方法及び自律設計装置並びに電動機制御システム
CN119758871A (zh) 机床加工方法、装置、计算机设备、计算机可读存储介质和计算机程序产品
JP6799047B2 (ja) 暖機運転評価装置、暖機運転評価方法及び暖機運転評価プログラム
JP6087262B2 (ja) 数値制御装置
JP7626866B2 (ja) 追加学習データ選定装置及びコンピュータ読み取り可能な記録媒体
JP7639574B2 (ja) 予測システム、情報処理装置および情報処理プログラム
KR20230044969A (ko) 물리적 또는 화학적 공정을 제어하기 위한 시스템, 장치 및 방법

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination