CN118696282A - 设备诊断系统、学习装置、已学习模型和已学习模型的生成方法 - Google Patents

设备诊断系统、学习装置、已学习模型和已学习模型的生成方法 Download PDF

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Publication number
CN118696282A
CN118696282A CN202380020059.4A CN202380020059A CN118696282A CN 118696282 A CN118696282 A CN 118696282A CN 202380020059 A CN202380020059 A CN 202380020059A CN 118696282 A CN118696282 A CN 118696282A
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CN
China
Prior art keywords
data
state
data set
machine tool
diagnostic
Prior art date
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Pending
Application number
CN202380020059.4A
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English (en)
Chinese (zh)
Inventor
石黑幸広
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
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Mitsubishi Electric Corp
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Application filed by Mitsubishi Electric Corp filed Critical Mitsubishi Electric Corp
Publication of CN118696282A publication Critical patent/CN118696282A/zh
Pending legal-status Critical Current

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    • 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
    • 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
    • G05B19/4155—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 program execution, i.e. part program or machine function execution, e.g. selection of a program
    • 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
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Human Computer Interaction (AREA)
  • Manufacturing & Machinery (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Numerical Control (AREA)
CN202380020059.4A 2022-02-09 2023-01-24 设备诊断系统、学习装置、已学习模型和已学习模型的生成方法 Pending CN118696282A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2022018757 2022-02-09
JP2022-018757 2022-02-09
PCT/JP2023/002058 WO2023153193A1 (ja) 2022-02-09 2023-01-24 設備診断システム、学習装置、学習済みモデル、および学習済みモデルの生成方法

Publications (1)

Publication Number Publication Date
CN118696282A true CN118696282A (zh) 2024-09-24

Family

ID=87564048

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202380020059.4A Pending CN118696282A (zh) 2022-02-09 2023-01-24 设备诊断系统、学习装置、已学习模型和已学习模型的生成方法

Country Status (3)

Country Link
JP (1) JPWO2023153193A1 (https=)
CN (1) CN118696282A (https=)
WO (1) WO2023153193A1 (https=)

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7134051B2 (ja) * 2018-10-01 2022-09-09 三菱電機株式会社 劣化検知システム
JP2021092971A (ja) * 2019-12-10 2021-06-17 キヤノン株式会社 制御方法、制御装置、機械設備、制御プログラム、記録媒体
JP7425094B2 (ja) * 2020-02-07 2024-01-30 ファナック株式会社 診断装置
JP7168127B2 (ja) * 2020-06-05 2022-11-09 三菱電機株式会社 故障予兆検知装置、故障予兆検知方法、故障予兆検知プログラム、学習装置、学習済みの学習モデルの生成方法、学習済みの学習モデル生成プログラム

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Publication number Publication date
JPWO2023153193A1 (https=) 2023-08-17
WO2023153193A1 (ja) 2023-08-17

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