CN115551673A - 信息处理装置以及机床 - Google Patents

信息处理装置以及机床 Download PDF

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Publication number
CN115551673A
CN115551673A CN202180032131.6A CN202180032131A CN115551673A CN 115551673 A CN115551673 A CN 115551673A CN 202180032131 A CN202180032131 A CN 202180032131A CN 115551673 A CN115551673 A CN 115551673A
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China
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grid
image data
machine tool
area
unit
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Pending
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CN202180032131.6A
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English (en)
Chinese (zh)
Inventor
井上隆志
奥野绚一郎
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DMG Mori Co Ltd
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DMG Mori Co Ltd
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Publication of CN115551673A publication Critical patent/CN115551673A/zh
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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Program-control systems
    • G05B19/43Program-control systems fluidic
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B23MACHINE TOOLS; METAL-WORKING NOT OTHERWISE PROVIDED FOR
    • B23QDETAILS, 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
    • B23Q11/00Accessories 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
    • B23Q11/0078Safety devices protecting the operator, e.g. against accident or noise
    • B23Q11/0085Safety devices protecting the operator, e.g. against accident or noise by determining whether the machine tool is in a dangerous configuration
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B23MACHINE TOOLS; METAL-WORKING NOT OTHERWISE PROVIDED FOR
    • B23QDETAILS, 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
    • B23Q17/00Arrangements for observing, indicating or measuring on machine tools
    • B23Q17/09Arrangements for observing, indicating or measuring on machine tools for indicating or measuring cutting pressure or for determining cutting-tool condition, e.g. cutting ability, load on tool
    • B23Q17/0952Arrangements for observing, indicating or measuring on machine tools for indicating or measuring cutting pressure or for determining cutting-tool condition, e.g. cutting ability, load on tool during machining
    • B23Q17/0971Arrangements for observing, indicating or measuring on machine tools for indicating or measuring cutting pressure or for determining cutting-tool condition, e.g. cutting ability, load on tool during machining by measuring mechanical vibrations of parts of the machine
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B23MACHINE TOOLS; METAL-WORKING NOT OTHERWISE PROVIDED FOR
    • B23QDETAILS, 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
    • B23Q17/00Arrangements for observing, indicating or measuring on machine tools
    • B23Q17/24Arrangements for observing, indicating or measuring on machine tools using optics or electromagnetic waves
    • B23Q17/248Arrangements for observing, indicating or measuring on machine tools using optics or electromagnetic waves using special electromagnetic means or methods
    • B23Q17/249Arrangements for observing, indicating or measuring on machine tools using optics or electromagnetic waves using special electromagnetic means or methods using image analysis, e.g. for radar, infrared or array camera images
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Program-control systems
    • G05B19/02Program-control systems electric
    • G05B19/18Numerical 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
    • G05B19/404Numerical 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
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0004Industrial image inspection
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00Program-control systems
    • G05B2219/30Nc systems
    • G05B2219/49Nc machine tool, till multiple
    • G05B2219/49049Coolant serves as lubrication and also to take away swarf, chips
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00Program-control systems
    • G05B2219/30Nc systems
    • G05B2219/49Nc machine tool, till multiple
    • G05B2219/49348Mill surface from underneath workpiece, easy chips, cutout material evacuation
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20021Dividing image into blocks, subimages or windows
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20084Artificial neural networks [ANN]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30108Industrial image inspection
    • G06T2207/30136Metal
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30108Industrial image inspection
    • G06T2207/30164Workpiece; Machine component
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30168Image quality inspection

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Mechanical Engineering (AREA)
  • Theoretical Computer Science (AREA)
  • Quality & Reliability (AREA)
  • Automation & Control Theory (AREA)
  • Manufacturing & Machinery (AREA)
  • Human Computer Interaction (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Electromagnetism (AREA)
  • Optics & Photonics (AREA)
  • Machine Tool Sensing Apparatuses (AREA)
  • Auxiliary Devices For Machine Tools (AREA)
CN202180032131.6A 2020-08-24 2021-08-17 信息处理装置以及机床 Pending CN115551673A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2020141250 2020-08-24
JP2020-141250 2020-08-24
PCT/JP2021/030012 WO2022044882A1 (ja) 2020-08-24 2021-08-17 情報処理装置及び工作機械

Publications (1)

Publication Number Publication Date
CN115551673A true CN115551673A (zh) 2022-12-30

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CN202180032131.6A Pending CN115551673A (zh) 2020-08-24 2021-08-17 信息处理装置以及机床

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US (1) US20230043666A1 (https=)
EP (1) EP4129566A4 (https=)
JP (1) JPWO2022044882A1 (https=)
CN (1) CN115551673A (https=)
WO (1) WO2022044882A1 (https=)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116587054A (zh) * 2023-07-17 2023-08-15 珠海格力智能装备技术研究院有限公司 机床冲屑系统、机床及机床冲屑方法
CN116673750A (zh) * 2023-05-30 2023-09-01 苏州市斯可源自动化科技有限公司 一种加工中心控制系统

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7634140B2 (ja) * 2019-02-25 2025-02-21 Dmg森精機株式会社 切屑検出装置
EP4074458A4 (en) * 2019-12-09 2024-01-10 DMG Mori Co., Ltd. Information processing device, machine tool, and information processing system
JP6788759B1 (ja) * 2020-02-12 2020-11-25 Dmg森精機株式会社 情報処理装置及び情報処理システム
JP7375257B1 (ja) * 2023-08-30 2023-11-07 Dmg森精機株式会社 工作機械、情報処理装置および制御プログラム

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH10180585A (ja) * 1996-11-06 1998-07-07 Makino Milling Mach Co Ltd 自動切屑除去装置を備えた工作機械
CN105184763A (zh) * 2014-06-23 2015-12-23 索尼公司 图像处理方法和装置
JP2016168661A (ja) * 2015-03-13 2016-09-23 ファナック株式会社 加工により発生した切粉を除去可能な加工機システム
CN106425664A (zh) * 2015-08-11 2017-02-22 发那科株式会社 清洁系统
JP2018024094A (ja) * 2017-11-14 2018-02-15 ファナック株式会社 工作機械の洗浄システム
JP2019028004A (ja) * 2017-08-02 2019-02-21 キヤノン株式会社 三次元計測装置、及び三次元計測装置における異常検知方法
CN109382704A (zh) * 2017-08-04 2019-02-26 大隈株式会社 加工切屑检测装置及机床
JP2019181584A (ja) * 2018-04-03 2019-10-24 株式会社ディスコ 加工装置

Family Cites Families (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH03184747A (ja) * 1989-12-13 1991-08-12 Osaka Kiko Co Ltd 工作機械における工作物の自動照合認識装置
JP3502422B2 (ja) * 1993-10-06 2004-03-02 東芝機械株式会社 工作機械の切屑除去装置
JP3705999B2 (ja) * 2000-05-17 2005-10-12 オークマ株式会社 工作機械の切粉清掃装置
US7900641B2 (en) * 2007-05-04 2011-03-08 Asml Netherlands B.V. Cleaning device and a lithographic apparatus cleaning method
US7983859B2 (en) * 2007-09-26 2011-07-19 Kabushiki Kaisha Toshiba System and method for analyzing defects on a wafer
US8811743B2 (en) * 2010-06-09 2014-08-19 Microsoft Corporation Resource-aware computer vision
IES20100730A2 (en) * 2010-11-18 2012-02-15 Ian Jones A method of validating a cleaning process
JP5786495B2 (ja) * 2011-06-30 2015-09-30 富士通株式会社 画像認識装置、画像認識方法及び画像認識用コンピュータプログラム
JP5974589B2 (ja) * 2012-03-30 2016-08-23 ブラザー工業株式会社 画像処理装置およびプログラム
JP6122758B2 (ja) * 2013-10-18 2017-04-26 株式会社スギノマシン 残留物確認用付着材、およびこれを用いた洗浄後の洗浄対象物に残留する残留物の確認方法
US10086487B2 (en) * 2014-12-25 2018-10-02 Fanuc Corporation Internal cleaning device of machine tool
JP6420227B2 (ja) * 2014-12-25 2018-11-07 ファナック株式会社 工作機械の機内清掃装置
JP6193904B2 (ja) * 2015-03-13 2017-09-06 ファナック株式会社 加工槽内の洗浄機能を有するワイヤ放電加工機
JP6367782B2 (ja) 2015-11-20 2018-08-01 ファナック株式会社 工作機械
JP6356655B2 (ja) * 2015-12-10 2018-07-11 ファナック株式会社 加工屑を除去する機能を有する加工システム
US11158060B2 (en) * 2017-02-01 2021-10-26 Conflu3Nce Ltd System and method for creating an image and/or automatically interpreting images
EP3570249A1 (en) * 2018-05-14 2019-11-20 Koninklijke Philips N.V. Preprocessing medical image data for machine learning
JP7180417B2 (ja) * 2019-01-30 2022-11-30 オムロンヘルスケア株式会社 生体情報測定装置
JP7294991B2 (ja) * 2019-11-13 2023-06-20 ファナック株式会社 工作機械の作業領域の洗浄の要否を判定する装置、洗浄システム、及び方法
JP7343364B2 (ja) * 2019-11-13 2023-09-12 ファナック株式会社 工作機械の作業領域を洗浄する洗浄システム、及び方法
JP6886505B1 (ja) * 2019-11-29 2021-06-16 Dmg森精機株式会社 表示装置、画像処理装置、工作機械および液体の放出方法
JP6827579B1 (ja) * 2020-03-24 2021-02-10 Dmg森精機株式会社 工作機械、工作機械の制御方法、および、工作機械の制御プログラム
JP7133604B2 (ja) * 2020-11-05 2022-09-08 Dmg森精機株式会社 ロボット搭載移動装置及びシステムの位置決め制御方法
TWI889378B (zh) * 2024-06-07 2025-07-01 伊斯酷軟體科技股份有限公司 區域檢視系統以及區域檢視方法

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH10180585A (ja) * 1996-11-06 1998-07-07 Makino Milling Mach Co Ltd 自動切屑除去装置を備えた工作機械
CN105184763A (zh) * 2014-06-23 2015-12-23 索尼公司 图像处理方法和装置
JP2016168661A (ja) * 2015-03-13 2016-09-23 ファナック株式会社 加工により発生した切粉を除去可能な加工機システム
CN106425664A (zh) * 2015-08-11 2017-02-22 发那科株式会社 清洁系统
JP2019028004A (ja) * 2017-08-02 2019-02-21 キヤノン株式会社 三次元計測装置、及び三次元計測装置における異常検知方法
CN109382704A (zh) * 2017-08-04 2019-02-26 大隈株式会社 加工切屑检测装置及机床
JP2019030917A (ja) * 2017-08-04 2019-02-28 オークマ株式会社 加工屑検出装置および工作機械
JP2018024094A (ja) * 2017-11-14 2018-02-15 ファナック株式会社 工作機械の洗浄システム
JP2019181584A (ja) * 2018-04-03 2019-10-24 株式会社ディスコ 加工装置

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116673750A (zh) * 2023-05-30 2023-09-01 苏州市斯可源自动化科技有限公司 一种加工中心控制系统
CN116587054A (zh) * 2023-07-17 2023-08-15 珠海格力智能装备技术研究院有限公司 机床冲屑系统、机床及机床冲屑方法

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EP4129566A1 (en) 2023-02-08
WO2022044882A1 (ja) 2022-03-03
EP4129566A4 (en) 2024-08-07
US20230043666A1 (en) 2023-02-09
JPWO2022044882A1 (https=) 2022-03-03

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