FI3843908T3 - Oppimiskehys robottitoimista maalin korjausta varten - Google Patents

Oppimiskehys robottitoimista maalin korjausta varten Download PDF

Info

Publication number
FI3843908T3
FI3843908T3 FIEP19779999.2T FI19779999T FI3843908T3 FI 3843908 T3 FI3843908 T3 FI 3843908T3 FI 19779999 T FI19779999 T FI 19779999T FI 3843908 T3 FI3843908 T3 FI 3843908T3
Authority
FI
Finland
Prior art keywords
processors
repair
tool
learning
grinding
Prior art date
Application number
FIEP19779999.2T
Other languages
English (en)
Finnish (fi)
Inventor
Brett R Hemes
John W Henderson
Nathan J Herbst
Steven P Floeder
Jeffrey P Adolf
Original Assignee
3M Innovative Properties Company
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 3M Innovative Properties Company filed Critical 3M Innovative Properties Company
Application granted granted Critical
Publication of FI3843908T3 publication Critical patent/FI3843908T3/fi

Links

Classifications

    • BPERFORMING OPERATIONS; TRANSPORTING
    • B05SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05DPROCESSES FOR APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05D3/00Pretreatment of surfaces to which liquids or other fluent materials are to be applied; After-treatment of applied coatings, e.g. intermediate treating of an applied coating preparatory to subsequent applications of liquids or other fluent materials
    • B05D3/12Pretreatment of surfaces to which liquids or other fluent materials are to be applied; After-treatment of applied coatings, e.g. intermediate treating of an applied coating preparatory to subsequent applications of liquids or other fluent materials by mechanical means
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B05SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05DPROCESSES FOR APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
    • B05D5/00Processes for applying liquids or other fluent materials to surfaces to obtain special surface effects, finishes or structures
    • B05D5/005Repairing damaged coatings
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B25HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
    • B25JMANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
    • B25J11/00Manipulators not otherwise provided for
    • B25J11/005Manipulators for mechanical processing tasks
    • B25J11/0065Polishing or grinding
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B25HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
    • B25JMANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
    • B25J11/00Manipulators not otherwise provided for
    • B25J11/0075Manipulators for painting or coating
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B25HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
    • B25JMANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
    • B25J9/00Program-controlled manipulators
    • B25J9/16Program controls
    • B25J9/1628Program controls characterised by the control loop
    • B25J9/163Program controls characterised by the control loop learning, adaptive, model based, rule based expert control
    • 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
    • G05B19/408Numerical 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 data handling or data format, e.g. reading, buffering or conversion of data
    • G05B19/4083Adapting program, configuration
    • 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
    • G05B19/418Total 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]
    • G05B19/41875Total 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 quality surveillance of production
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00Computing arrangements based on specific mathematical models
    • G06N7/01Probabilistic graphical models, e.g. probabilistic networks
    • 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
    • G05B2219/45Nc applications
    • G05B2219/45013Spraying, coating, painting
    • 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
    • G05B2219/45Nc applications
    • G05B2219/45065Sealing, painting robot
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/02Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]

Landscapes

  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Robotics (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • General Engineering & Computer Science (AREA)
  • Manufacturing & Machinery (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Algebra (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Computational Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Analysis (AREA)
  • Data Mining & Analysis (AREA)
  • Quality & Reliability (AREA)
  • Probability & Statistics with Applications (AREA)
  • Human Computer Interaction (AREA)
  • Manipulator (AREA)
  • Application Of Or Painting With Fluid Materials (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Numerical Control (AREA)
  • Finish Polishing, Edge Sharpening, And Grinding By Specific Grinding Devices (AREA)
  • Coating Apparatus (AREA)
FIEP19779999.2T 2018-08-27 2019-08-21 Oppimiskehys robottitoimista maalin korjausta varten FI3843908T3 (fi)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201862723127P 2018-08-27 2018-08-27
PCT/IB2019/057053 WO2020044178A1 (en) 2018-08-27 2019-08-21 Learning framework for robotic paint repair

Publications (1)

Publication Number Publication Date
FI3843908T3 true FI3843908T3 (fi) 2024-09-17

Family

ID=68104706

Family Applications (1)

Application Number Title Priority Date Filing Date
FIEP19779999.2T FI3843908T3 (fi) 2018-08-27 2019-08-21 Oppimiskehys robottitoimista maalin korjausta varten

Country Status (7)

Country Link
US (1) US20210323167A1 (https=)
EP (2) EP3843908B1 (https=)
JP (1) JP7447086B2 (https=)
CN (1) CN112601618A (https=)
ES (1) ES2989343T3 (https=)
FI (1) FI3843908T3 (https=)
WO (1) WO2020044178A1 (https=)

Families Citing this family (27)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190238796A1 (en) 2017-05-11 2019-08-01 Jacob Nathaniel Allen Object Inspection System And Method For Inspecting An Object
CN113767404A (zh) 2019-03-29 2021-12-07 圣戈班磨料磨具有限公司 高效研磨解决方案
BR112021019766A2 (pt) 2019-04-03 2021-12-07 Saint Gobain Abrasifs Sa Artigo abrasivo, sistema abrasivo e método para uso e formação dos mesmos
US11520571B2 (en) * 2019-11-12 2022-12-06 Bright Machines, Inc. Software defined manufacturing/assembly system
MX2022006216A (es) 2019-11-27 2022-06-22 3M Innovative Properties Company Reparacion robotica de pintura.
US11961109B2 (en) * 2020-01-14 2024-04-16 Adobe Inc. Multi-objective customer journey optimization
JP7363589B2 (ja) * 2020-03-04 2023-10-18 トヨタ自動車株式会社 塗装品質予測装置および学習済みモデルの生成方法
KR20230024390A (ko) * 2020-06-17 2023-02-20 이노비전 소프트웨어 솔루션즈, 인크. 결함 복원을 위한 시스템 및 방법
WO2022097009A1 (en) * 2020-11-06 2022-05-12 3M Innovative Properties Company Backup pad
CN116568465A (zh) 2020-11-10 2023-08-08 光明机器公司 用于机器人单元的改进的自动校准的方法和系统
CN112549020A (zh) * 2020-11-12 2021-03-26 国网上海市电力公司 一种用于带电作业机器人的管控系统及方法
CN113290557A (zh) * 2021-05-21 2021-08-24 南京信息工程大学 一种基于数据驱动的蛇形机器人控制方法
CA3226486A1 (en) 2021-07-16 2023-01-19 Bright Machines, Inc. Method and apparatus for vision-based tool localization
US12293506B2 (en) 2021-07-20 2025-05-06 Inovision Software Solutions, Inc. Method to locate defects in e-coat
US20230050174A1 (en) * 2021-08-10 2023-02-16 Sean Alexander Cassero Template robotic control plans
CN113640317B (zh) * 2021-08-12 2023-08-15 吉林大学重庆研究院 一种汽车车身漆面缺陷智能检测与修复生产线
CN113721574B (zh) * 2021-09-07 2023-07-18 中国联合网络通信集团有限公司 一种柔顺控制方法、mec、现场单元、柔顺控制系统及装置
US12318916B2 (en) * 2021-10-25 2025-06-03 Wichita State University Surface preparation end effector for industrial robot system and inspection and repair processes
US12600041B2 (en) * 2021-10-25 2026-04-14 Wichita State University Surface analyst end effector for industrial robot
EP4508419A1 (en) * 2022-04-15 2025-02-19 3M Innovative Properties Company Systems and methods for post-repair inspection of a worksurface
CN115496773A (zh) * 2022-09-17 2022-12-20 深圳市小马控股有限公司 一种车辆护理方法、系统及智能抛光打蜡机
US20240189996A1 (en) * 2022-12-08 2024-06-13 Yokogawa Electric Corporation Building a robot mission based on mission metrics
US20240189998A1 (en) * 2022-12-08 2024-06-13 Yokogawa Electric Corporation Building a robot mission based on mission inventory
JP2026506438A (ja) * 2022-12-27 2026-02-25 スリーエム イノベイティブ プロパティズ カンパニー ロボット表面改質システムおよび方法
US20240255939A1 (en) * 2023-01-27 2024-08-01 Hitachi, Ltd. Reinforcement learning system for maintenance decision making
EP4461474A1 (de) * 2023-05-08 2024-11-13 Convergent Information Technologies GmbH Planung und reaktive abarbeitung einer defektbearbeitung mit robotern einer auf basis von low-cost inspektionsdaten
CN118269103B (zh) * 2024-05-23 2024-09-20 北京东方昊为工业装备有限公司 一种基于工件表面均匀度的实时监测机器人系统

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5477268A (en) * 1991-08-08 1995-12-19 Mazda Motor Corporation Method of and apparatus for finishing a surface of workpiece
JP3248695B2 (ja) * 1991-08-31 2002-01-21 マツダ株式会社 ワークの加工方法及び加工装置
DE19730885A1 (de) * 1997-07-18 1999-01-21 Audi Ag Verfahren zur automatischen Erkennung von Oberflächenfehlern an Rohkarosserien und Vorrichtung zur Durchführung des Verfahrens
JP3460541B2 (ja) * 1997-10-20 2003-10-27 日産自動車株式会社 被検査面の欠陥検査方法およびその装置
US6714831B2 (en) * 2002-01-24 2004-03-30 Ford Motor Company Paint defect automated seek and repair assembly and method
DE102011011542B4 (de) * 2011-02-17 2016-05-25 Convergent Information Technologies Gmbh Verfahren zur automatisierten Programmierung und Optimierung von robotischen Arbeitsabläufen
US9414026B2 (en) * 2013-01-25 2016-08-09 The Boeing Company System and method for automated crack inspection and repair
KR101500375B1 (ko) * 2013-06-27 2015-03-10 현대자동차 주식회사 차체 도장 외관 검사장치
JP6140229B2 (ja) 2015-08-28 2017-05-31 ファナック株式会社 電動機の予測寿命を学習する機械学習装置および方法ならびに該機械学習装置を備えた寿命予測装置および電動機システム
DE102015119240B3 (de) * 2015-11-09 2017-03-30 ATENSOR Engineering and Technology Systems GmbH Automatisches detektieren und robotergestütztes bearbeiten von oberflächendefekten
US20170277979A1 (en) 2016-03-22 2017-09-28 Inovision Software Solutions, Inc. Identifying defect on specular surfaces
US11443083B2 (en) * 2016-05-12 2022-09-13 Asml Netherlands B.V. Identification of hot spots or defects by machine learning
CN108608296B (zh) * 2018-06-15 2024-04-26 芜湖泓鹄材料技术有限公司 模具铸件打磨设备

Also Published As

Publication number Publication date
WO2020044178A1 (en) 2020-03-05
JP7447086B2 (ja) 2024-03-11
JP2021535502A (ja) 2021-12-16
EP3843908B1 (en) 2024-08-21
EP4421578A3 (en) 2024-11-06
ES2989343T3 (es) 2024-11-26
EP3843908A1 (en) 2021-07-07
CN112601618A (zh) 2021-04-02
EP4421578A2 (en) 2024-08-28
US20210323167A1 (en) 2021-10-21

Similar Documents

Publication Publication Date Title
FI3843908T3 (fi) Oppimiskehys robottitoimista maalin korjausta varten
JP2021535502A5 (https=)
US12275038B2 (en) Paint repair process by scenario
JP2022519838A5 (https=)
JPWO2020044178A5 (https=)
TWI737867B (zh) 工件硏磨方法及工件硏磨裝置
CN110366474B (zh) 自动研磨系统
JPWO2020161534A5 (https=)
CN106041946B (zh) 基于图像处理的机械人打磨生产方法及应用其的生产系统
JP2019162712A (ja) 制御装置、機械学習装置及びシステム
CN109954613A (zh) 喷涂方法
KR20230092470A (ko) 사상 자동화 시스템 및 그 방법
JP2025522781A (ja) 反射面を研磨するためのシステム及び方法
CN110612178B (zh) 自动研磨系统
CN108161664B (zh) 一种激光扫描打磨系统及方法
CN117260728A (zh) 一种铸造件清理机器人智能工具调度控制系统
CN121061670A (zh) 一种铸件打磨轨迹的生成方法及系统
EA039904B1 (ru) Автоматическая установка для очистки пресс-форм для шин
JP2023033986A (ja) 切削加工装置および工具摩耗評価方法
CN109623575A (zh) 一种修复叶片的砂带磨削方法
JP2023044449A (ja) 情報処理装置、研磨ロボット、および研磨システム
CN115070511B (zh) 用于监控对车辆的抛光操作的方法、设备和生产线
Shi Autonomous Robotic Polishing System
US20220152774A1 (en) Substrate processing apparatus and substrate processing method
CN120206339A (zh) 不规则焊缝打磨调速方法、控制器和打磨系统