DE102020203759A8 - Gerät für maschinelles lernen, bildschirmvorhersagevorrichtung und steuereinheit - Google Patents

Gerät für maschinelles lernen, bildschirmvorhersagevorrichtung und steuereinheit Download PDF

Info

Publication number
DE102020203759A8
DE102020203759A8 DE102020203759.0A DE102020203759A DE102020203759A8 DE 102020203759 A8 DE102020203759 A8 DE 102020203759A8 DE 102020203759 A DE102020203759 A DE 102020203759A DE 102020203759 A8 DE102020203759 A8 DE 102020203759A8
Authority
DE
Germany
Prior art keywords
control unit
machine learning
screen prediction
learning device
prediction device
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
DE102020203759.0A
Other languages
English (en)
Other versions
DE102020203759A1 (de
Inventor
Mamoru Kubo
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.)
Fanuc Corp
Original Assignee
Fanuc 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 Fanuc Corp filed Critical Fanuc Corp
Publication of DE102020203759A1 publication Critical patent/DE102020203759A1/de
Publication of DE102020203759A8 publication Critical patent/DE102020203759A8/de
Pending legal-status Critical Current

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/0035User-machine interface; Control console
    • H04N1/00405Output means
    • H04N1/00408Display of information to the user, e.g. menus
    • H04N1/00413Display of information to the user, e.g. menus using menus, i.e. presenting the user with a plurality of selectable options
    • H04N1/00437Intelligent menus, e.g. anticipating user selections
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-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 programme data in numerical form
    • G05B19/409Numerical 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 programme data in numerical form characterised by using manual data input [MDI] or by using control panel, e.g. controlling functions with the panel; characterised by control panel details or by setting parameters
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/21Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/24Classification techniques
    • G06F18/241Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2415Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on parametric or probabilistic models, e.g. based on likelihood ratio or false acceptance rate versus a false rejection rate
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/30Arrangements for executing machine instructions, e.g. instruction decode
    • G06F9/30003Arrangements for executing specific machine instructions
    • G06F9/30007Arrangements for executing specific machine instructions to perform operations on data operands
    • G06F9/30036Instructions to perform operations on packed data, e.g. vector, tile or matrix operations
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44Arrangements for executing specific programs
    • G06F9/451Execution arrangements for user interfaces
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/044Recurrent networks, e.g. Hopfield networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/084Backpropagation, e.g. using gradient descent
    • 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
    • G05B2219/36Nc in input of data, input key till input tape
    • G05B2219/36133MMI, HMI: man machine interface, communication
    • 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
    • G05B2219/36Nc in input of data, input key till input tape
    • G05B2219/36137Configuration of display device, operator panel
    • 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
    • Y02P90/80Management or planning

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Human Computer Interaction (AREA)
  • Mathematical Physics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computing Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Health & Medical Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Medical Informatics (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Probability & Statistics with Applications (AREA)
  • Manufacturing & Machinery (AREA)
  • Automation & Control Theory (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Numerical Control (AREA)
  • User Interface Of Digital Computer (AREA)
DE102020203759.0A 2019-04-15 2020-03-24 Gerät für maschinelles lernen, bildschirmvorhersagevorrichtungund steuereinheit Pending DE102020203759A1 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2019-076951 2019-04-15
JP2019076951A JP6962964B2 (ja) 2019-04-15 2019-04-15 機械学習装置、画面予測装置、及び制御装置

Publications (2)

Publication Number Publication Date
DE102020203759A1 DE102020203759A1 (de) 2020-10-15
DE102020203759A8 true DE102020203759A8 (de) 2020-12-03

Family

ID=72613707

Family Applications (1)

Application Number Title Priority Date Filing Date
DE102020203759.0A Pending DE102020203759A1 (de) 2019-04-15 2020-03-24 Gerät für maschinelles lernen, bildschirmvorhersagevorrichtungund steuereinheit

Country Status (4)

Country Link
US (1) US10827085B1 (de)
JP (1) JP6962964B2 (de)
CN (1) CN111832741A (de)
DE (1) DE102020203759A1 (de)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7321408B1 (ja) * 2022-12-28 2023-08-04 三菱電機株式会社 数値制御装置、学習装置、推論装置および数値制御装置の操作画面表示方法
CN115712745B (zh) * 2023-01-09 2023-06-13 荣耀终端有限公司 一种用户标注数据的获取方法、系统及电子设备

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2008287626A (ja) * 2007-05-21 2008-11-27 Sony Corp 学習制御装置および方法、並びにプログラム
JP2009140454A (ja) * 2007-12-11 2009-06-25 Sony Corp データ処理装置、データ処理方法、及びプログラム
US8290885B2 (en) * 2008-03-13 2012-10-16 Sony Corporation Information processing apparatus, information processing method, and computer program
JP5096194B2 (ja) * 2008-03-17 2012-12-12 株式会社リコー データ処理装置、プログラムおよびデータ処理方法
JP6290835B2 (ja) * 2015-08-27 2018-03-07 ファナック株式会社 数値制御装置及び機械学習器
JP2017138881A (ja) * 2016-02-05 2017-08-10 ファナック株式会社 操作メニューの表示を学習する機械学習器,数値制御装置,工作機械システム,製造システムおよび機械学習方法
JP6884722B2 (ja) * 2018-03-16 2021-06-09 ヤフー株式会社 情報処理装置、情報処理方法、およびプログラム

Also Published As

Publication number Publication date
JP2020177264A (ja) 2020-10-29
JP6962964B2 (ja) 2021-11-05
US10827085B1 (en) 2020-11-03
CN111832741A (zh) 2020-10-27
DE102020203759A1 (de) 2020-10-15
US20200329161A1 (en) 2020-10-15

Similar Documents

Publication Publication Date Title
DK3640936T3 (da) Enhedsstyreindretning, fremgangsmåde og indretning dermed
DE112019000361A5 (de) Steuergerätetesteinrichtung zum Testen, Absichern und Entwickeln von Funktionen
DE112015006773T8 (de) Anzeigesteuervorrichtung, Anzeigevorrichtung und Anzeigesteuerverfahren
GB201908530D0 (en) Robutness against manipulations n machine learning
DK3370140T3 (da) Styrefremgangsmåde og styreindretning til en arbejdsmodus for en berøringsskærm
EP3741288A4 (de) Diagnoseunterstützungsvorrichtung, lernvorrichtung, diagnoseunterstützungsverfahren, lernverfahren und programm
IL279691A (en) Motion control software, motion control method and motion control device
DE102018002785B8 (de) Controller und maschinelle Lernvorrichtung
DE102020203759A8 (de) Gerät für maschinelles lernen, bildschirmvorhersagevorrichtung und steuereinheit
IL279690A (en) Motion control software, motion control method for a motion control device
IL279689A (en) Motion control software, motion control method and motion control device
DK3746231T3 (da) Sigteindretning
DE112017006181A5 (de) Elektropneumatisches Steuergerät und damit ausgestattete Prozesssteuervorrichtung
GB2604371B (en) Improved inflow control device
DE112018000484T8 (de) Auswahlvorrichtung, Auswahlverfahren und Auswahlprogramm
DE102018112947A8 (de) Industriemaschinensystem und steuerverfahren für industriemaschinensystem
DE112020001568A5 (de) Elektronisches Steuergerät für eine Heizeinrichtung
EP3896648A4 (de) Mini-batch-lernvorrichtung und betriebsprogramm und betriebsverfahren dafür
DE102019128952A8 (de) Steuervorrichtung und erfassungsvorrichtung
EP4040308A4 (de) Lernverfahren, lernvorrichtung, lernprogramm, prädiktionsverfahren, prädiktionsvorrichtung und prädiktionsprogramm
DE112019000981A5 (de) Steuer- oder Regelvorrichtung
SG11202003420WA (en) Machine learning zero latency input device
DE112017006706A5 (de) Elektropneumatisches Steuergerät und damit ausgestattete Prozesssteuervorrichtung
ES1174309Y (es) Dispositivo de control de activacion de maquinas expendedoras
DK3775576T3 (da) Styreindretning

Legal Events

Date Code Title Description
R012 Request for examination validly filed