JPWO2021234876A1 - - Google Patents

Info

Publication number
JPWO2021234876A1
JPWO2021234876A1 JP2020563737A JP2020563737A JPWO2021234876A1 JP WO2021234876 A1 JPWO2021234876 A1 JP WO2021234876A1 JP 2020563737 A JP2020563737 A JP 2020563737A JP 2020563737 A JP2020563737 A JP 2020563737A JP WO2021234876 A1 JPWO2021234876 A1 JP WO2021234876A1
Authority
JP
Japan
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.)
Granted
Application number
JP2020563737A
Other versions
JP6818970B1 (ja
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 filed Critical
Application granted granted Critical
Publication of JP6818970B1 publication Critical patent/JP6818970B1/ja
Publication of JPWO2021234876A1 publication Critical patent/JPWO2021234876A1/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B23—MACHINE TOOLS; METAL-WORKING NOT OTHERWISE PROVIDED FOR
    • B23K—SOLDERING OR UNSOLDERING; WELDING; CLADDING OR PLATING BY SOLDERING OR WELDING; CUTTING BY APPLYING HEAT LOCALLY, e.g. FLAME CUTTING; WORKING BY LASER BEAM
    • B23K31/00—Processes relevant to this subclass, specially adapted for particular articles or purposes, but not covered by only one of the preceding main groups
    • B23K31/006—Processes relevant to this subclass, specially adapted for particular articles or purposes, but not covered by only one of the preceding main groups relating to using of neural networks
    • 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—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
    • G05B19/4183—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by data acquisition, e.g. workpiece identification
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B23—MACHINE TOOLS; METAL-WORKING NOT OTHERWISE PROVIDED FOR
    • B23K—SOLDERING OR UNSOLDERING; WELDING; CLADDING OR PLATING BY SOLDERING OR WELDING; CUTTING BY APPLYING HEAT LOCALLY, e.g. FLAME CUTTING; WORKING BY LASER BEAM
    • B23K31/00—Processes relevant to this subclass, specially adapted for particular articles or purposes, but not covered by only one of the preceding main groups
    • B23K31/12—Processes relevant to this subclass, specially adapted for particular articles or purposes, but not covered by only one of the preceding main groups relating to investigating the properties, e.g. the weldability, of materials
    • B23K31/125—Weld quality monitoring
    • 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—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
    • G05B19/41885—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by modeling, simulation of the manufacturing system
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B23—MACHINE TOOLS; METAL-WORKING NOT OTHERWISE PROVIDED FOR
    • B23K—SOLDERING OR UNSOLDERING; WELDING; CLADDING OR PLATING BY SOLDERING OR WELDING; CUTTING BY APPLYING HEAT LOCALLY, e.g. FLAME CUTTING; WORKING BY LASER BEAM
    • B23K26/00—Working by laser beam, e.g. welding, cutting or boring
    • B23K26/20—Bonding
    • B23K26/21—Bonding by welding
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B23—MACHINE TOOLS; METAL-WORKING NOT OTHERWISE PROVIDED FOR
    • B23K—SOLDERING OR UNSOLDERING; WELDING; CLADDING OR PLATING BY SOLDERING OR WELDING; CUTTING BY APPLYING HEAT LOCALLY, e.g. FLAME CUTTING; WORKING BY LASER BEAM
    • B23K26/00—Working by laser beam, e.g. welding, cutting or boring
    • B23K26/36—Removing material

Landscapes

  • Engineering & Computer Science (AREA)
  • Manufacturing & Machinery (AREA)
  • Physics & Mathematics (AREA)
  • Quality & Reliability (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Mechanical Engineering (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Numerical Control (AREA)
JP2020563737A 2020-05-20 2020-05-20 データ作成装置、機械学習システムおよび加工状態推定システム Active JP6818970B1 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2020/020006 WO2021234876A1 (ja) 2020-05-20 2020-05-20 データ作成装置、機械学習システムおよび加工状態推定装置

Publications (2)

Publication Number Publication Date
JP6818970B1 JP6818970B1 (ja) 2021-01-27
JPWO2021234876A1 true JPWO2021234876A1 (ja) 2021-11-25

Family

ID=74200182

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2020563737A Active JP6818970B1 (ja) 2020-05-20 2020-05-20 データ作成装置、機械学習システムおよび加工状態推定システム

Country Status (5)

Country Link
US (1) US11762374B2 (ja)
JP (1) JP6818970B1 (ja)
CN (1) CN115516472B (ja)
DE (1) DE112020006911T5 (ja)
WO (1) WO2021234876A1 (ja)

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPWO2022181061A1 (ja) * 2021-02-25 2022-09-01
JP7308966B2 (ja) * 2021-04-06 2023-07-14 三菱電機株式会社 レーザ加工装置およびレーザ加工方法
CN116490314A (zh) * 2021-06-21 2023-07-25 三菱电机株式会社 加工条件探索装置及加工条件探索方法
JP2023061289A (ja) * 2021-10-19 2023-05-01 株式会社アマダ 予測・推定システム、学習装置及び予測・推定装置
JP2023061288A (ja) * 2021-10-19 2023-05-01 株式会社アマダ 溶接システム及び溶接結果判定装置
JP2023061287A (ja) * 2021-10-19 2023-05-01 株式会社アマダ 溶接システム及び溶接モニタ装置
WO2024084688A1 (ja) * 2022-10-21 2024-04-25 三菱電機株式会社 学習装置、数値制御装置、加工結果予測方法および加工システム

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0895592A (ja) 1994-09-21 1996-04-12 Nippon Telegr & Teleph Corp <Ntt> パターン認識方法
JP4031627B2 (ja) * 2001-10-02 2008-01-09 株式会社森精機製作所 工作機械の性能評価装置及びこれを備えた性能評価システム
US10482351B2 (en) * 2015-02-06 2019-11-19 Nec Corporation Feature transformation device, recognition device, feature transformation method and computer readable recording medium
JP6063013B1 (ja) * 2015-08-27 2017-01-18 ファナック株式会社 びびり或いは工具摩耗／破損の発生を抑制する加工条件調整機能を有する数値制御装置
JP6412093B2 (ja) * 2016-12-26 2018-10-24 ファナック株式会社 学習モデル構築装置およびオーバーヒート予知装置
JP6453921B2 (ja) * 2017-02-03 2019-01-16 ファナック株式会社 学習モデル構築装置、及び制御情報最適化装置
JP6899273B2 (ja) * 2017-08-01 2021-07-07 株式会社日立製作所 プラント制御装置およびその制御方法、圧延機制御装置およびその制御方法並びにプログラム
JP6874708B2 (ja) 2018-02-13 2021-05-19 日本電信電話株式会社 モデル学習装置、モデル学習方法、プログラム
TWI684080B (zh) * 2018-06-21 2020-02-01 高聖精密機電股份有限公司 智慧型調整系統及其方法
US20200033842A1 (en) * 2018-07-25 2020-01-30 Jtekt Corporation Grinding quality estimation model generating device, grinding quality estimating device, poor quality factor estimating device, grinding machine operation command data adjustment model generating device, and grinding machine operation command data updating device
JP6644201B1 (ja) * 2019-01-21 2020-02-12 三菱電機株式会社 加工状態検出装置、レーザ加工機および機械学習装置

Also Published As

Publication number Publication date
JP6818970B1 (ja) 2021-01-27
CN115516472B (zh) 2023-10-31
CN115516472A (zh) 2022-12-23
US20230124877A1 (en) 2023-04-20
DE112020006911T5 (de) 2023-01-12
WO2021234876A1 (ja) 2021-11-25
US11762374B2 (en) 2023-09-19

Similar Documents

Publication Publication Date Title
JPWO2021234876A1 (ja)
JPWO2021240778A1 (ja)
BR112021014123A2 (ja)
BR112022024743A2 (ja)
BR102021018859A2 (ja)
BR102021015500A2 (ja)
BR112022009896A2 (ja)
BR102021007058A2 (ja)
JPWO2022215169A1 (ja)
BR102020022030A2 (ja)
JPWO2022181061A1 (ja)
BR112023004146A2 (ja)
BR102021020147A2 (ja)
BR102021018926A2 (ja)
BR102021016176A2 (ja)
BR102021015566A2 (ja)
BR102021015450A8 (ja)
BR102021015220A2 (ja)
BR102021015247A2 (ja)
BR102021014056A2 (ja)
BR102021014044A2 (ja)
BR102021013929A2 (ja)
BR112021017747A2 (ja)
BR102021012571A2 (ja)
BR102021012230A2 (ja)

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20201110

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20201110

A871 Explanation of circumstances concerning accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A871

Effective date: 20201110

A975 Report on accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A971005

Effective date: 20201126

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: 20201201

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20201228

R150 Certificate of patent or registration of utility model

Ref document number: 6818970

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250