DE112018001727B4 - Informationsberarbeitungsvorrichtung, informationsverarbeitungsverfahren und programm - Google Patents

Informationsberarbeitungsvorrichtung, informationsverarbeitungsverfahren und programm

Info

Publication number
DE112018001727B4
DE112018001727B4 DE112018001727.3T DE112018001727T DE112018001727B4 DE 112018001727 B4 DE112018001727 B4 DE 112018001727B4 DE 112018001727 T DE112018001727 T DE 112018001727T DE 112018001727 B4 DE112018001727 B4 DE 112018001727B4
Authority
DE
Germany
Prior art keywords
value
values
management
probability
unit
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.)
Active
Application number
DE112018001727.3T
Other languages
German (de)
English (en)
Other versions
DE112018001727T5 (de
Inventor
Shintaro Kumano
Makoto Kishi
Keisuke Yamamoto
Katsuhiko Abe
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 Heavy Industries Ltd
Original Assignee
Mitsubishi Heavy Industries Ltd
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 Mitsubishi Heavy Industries Ltd filed Critical Mitsubishi Heavy Industries Ltd
Publication of DE112018001727T5 publication Critical patent/DE112018001727T5/de
Application granted granted Critical
Publication of DE112018001727B4 publication Critical patent/DE112018001727B4/de
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00Computing arrangements using knowledge-based models
    • G06N5/04Inference or reasoning models
    • G06N5/041Abduction
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/18Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01DMEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D21/00Measuring or testing not otherwise provided for
    • G01D21/02Measuring two or more variables by means not covered by a single other subclass
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00Testing or monitoring of control systems or parts thereof
    • G05B23/02Electric testing or monitoring
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • G06N20/20Ensemble learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00Computing arrangements based on specific mathematical models
    • 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
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/04Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • Algebra (AREA)
  • Business, Economics & Management (AREA)
  • Probability & Statistics with Applications (AREA)
  • Operations Research (AREA)
  • Economics (AREA)
  • Human Resources & Organizations (AREA)
  • Strategic Management (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Marketing (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Quality & Reliability (AREA)
  • Computational Linguistics (AREA)
  • Development Economics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Game Theory and Decision Science (AREA)
  • Automation & Control Theory (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
DE112018001727.3T 2017-03-29 2018-03-26 Informationsberarbeitungsvorrichtung, informationsverarbeitungsverfahren und programm Active DE112018001727B4 (de)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2017065894A JP7048216B2 (ja) 2017-03-29 2017-03-29 情報処理装置、情報処理方法およびプログラム
JP2017-065894 2017-03-29
PCT/JP2018/011976 WO2018181093A1 (ja) 2017-03-29 2018-03-26 情報処理装置、情報処理方法およびプログラム

Publications (2)

Publication Number Publication Date
DE112018001727T5 DE112018001727T5 (de) 2019-12-19
DE112018001727B4 true DE112018001727B4 (de) 2025-09-04

Family

ID=63676101

Family Applications (1)

Application Number Title Priority Date Filing Date
DE112018001727.3T Active DE112018001727B4 (de) 2017-03-29 2018-03-26 Informationsberarbeitungsvorrichtung, informationsverarbeitungsverfahren und programm

Country Status (5)

Country Link
US (2) US11429693B2 (enExample)
JP (1) JP7048216B2 (enExample)
CN (1) CN110462539B (enExample)
DE (1) DE112018001727B4 (enExample)
WO (1) WO2018181093A1 (enExample)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
AU2020345874A1 (en) 2019-09-11 2022-03-31 C3.Ai, Inc. Systems and methods for predicting manufacturing process risks
CN114429795B (zh) * 2020-10-29 2025-04-11 新奥新智科技有限公司 一种锅炉烟气含氧量的预测方法及装置
JP2024108024A (ja) * 2023-01-30 2024-08-09 横河電機株式会社 機器、情報処理装置及び情報処理方法

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS6415808A (en) * 1987-07-10 1989-01-19 Idemitsu Petrochemical Co Process identifying method
US8977504B2 (en) * 2007-10-12 2015-03-10 Cambridge Enterprise Limited Substance monitoring and control in human or animal bodies
US20160004794A1 (en) * 2014-07-02 2016-01-07 General Electric Company System and method using generative model to supplement incomplete industrial plant information

Family Cites Families (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4886322B2 (ja) 2006-02-28 2012-02-29 東北電力株式会社 風力発電出力予測方法、風力発電出力予測装置およびプログラム
JP4989399B2 (ja) * 2007-09-27 2012-08-01 三菱電機株式会社 情報処理装置及び情報処理方法及びプログラム
JP2009205464A (ja) * 2008-02-28 2009-09-10 Gifu Univ 医療情報処理装置、医療情報処理方法、及び医療情報処理プログラム
JP5117232B2 (ja) * 2008-03-18 2013-01-16 株式会社日立製作所 ボイラを備えたプラントの制御装置、及びボイラを備えたプラントの制御方法
US8140248B2 (en) * 2009-04-07 2012-03-20 General Electric Company System and method for obtaining an optimal estimate of NOx emissions
GB201004228D0 (en) * 2010-03-15 2010-04-28 Bae Systems Plc Target tracking
JP2011253275A (ja) * 2010-06-01 2011-12-15 Yokogawa Electric Corp プラントシミュレータ
JP5433640B2 (ja) * 2011-06-30 2014-03-05 楽天株式会社 情報提供装置、情報提供方法、情報提供プログラム及び記録媒体
JP5783025B2 (ja) * 2011-12-12 2015-09-24 三菱マテリアル株式会社 切削インサートおよび刃先交換式エンドミル
EP2615561A1 (en) * 2012-01-13 2013-07-17 ATS Group (IP Holdings) Limited Spatio-temporal regression using decision criteria and rules to select data for regression
WO2013121639A1 (ja) * 2012-02-13 2013-08-22 日本電気株式会社 情報処理装置、情報処理方法、及び情報処理プログラム
WO2013187295A1 (ja) 2012-06-13 2013-12-19 ソニー株式会社 情報処理装置、情報処理方法、およびプログラム
JP2014164336A (ja) * 2013-02-21 2014-09-08 Mitsubishi Electric Corp モデル分析装置及びモデル分析方法及びモデル分析プログラム
JP6597137B2 (ja) 2015-09-30 2019-10-30 セイコーエプソン株式会社 印刷装置
US11244091B2 (en) * 2017-01-23 2022-02-08 International Business Machines Corporation Missing sensor value estimation

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS6415808A (en) * 1987-07-10 1989-01-19 Idemitsu Petrochemical Co Process identifying method
US8977504B2 (en) * 2007-10-12 2015-03-10 Cambridge Enterprise Limited Substance monitoring and control in human or animal bodies
US20160004794A1 (en) * 2014-07-02 2016-01-07 General Electric Company System and method using generative model to supplement incomplete industrial plant information

Also Published As

Publication number Publication date
US20220366012A1 (en) 2022-11-17
US11429693B2 (en) 2022-08-30
DE112018001727T5 (de) 2019-12-19
US12182225B2 (en) 2024-12-31
CN110462539B (zh) 2022-07-22
JP2018169748A (ja) 2018-11-01
JP7048216B2 (ja) 2022-04-05
US20200034407A1 (en) 2020-01-30
WO2018181093A1 (ja) 2018-10-04
CN110462539A (zh) 2019-11-15

Similar Documents

Publication Publication Date Title
DE112020007131B4 (de) Anomalie-diagnoseverfahren, anomalie-diagnosevorrichtung und anomalie-diagnoseprogramm
DE60305601T2 (de) Verfahren zur zeitlichen Fehlerisolation und Identifizierung
DE60207588T2 (de) Zustandsschätzung und einteilung für ein herstellungssystem
DE112016004932T5 (de) System, Verfahren und Cloud-basierte Plattform zur Vorhersage des Energieverbrauchs
DE102018103827A1 (de) Lagerverwaltungssystem mit funktionen für das ausführen von lagerverwaltung und vorbeugender instandhaltung
DE112018001727B4 (de) Informationsberarbeitungsvorrichtung, informationsverarbeitungsverfahren und programm
DE69921277T2 (de) System und Verfahren zur Fehlererkennung in einer elektrischen Schaltung durch Ruhestromanalyse
DE102012103652A1 (de) Verfahren, Computerprogramm und System zur Durchführung der Interpolation bei Sensordaten zur Erzielung einer hohen Systemverfügbarkeit
DE112017002798T5 (de) Überwachungsvorrichtung, Verfahren zur Überwachung von Zielvorrichtung und Programm
DE102011102034A1 (de) Online-Abbgleich eines prozessanalytischen Modells mit effektivem Prozessbetrieb
DE102018115155A1 (de) Verfahren zum Vorhersagen von Anlagendaten und Vorrichtung, die es verwendet
DE112018001684T5 (de) Indikatorerfassungssystem und Indikatorerfassungsverfahren
DE60007772T2 (de) Rekursive zustandsschätzung durch matrixfaktorisierung
DE112019006255B4 (de) Anomalieursache-schätzeinrichtung, anomalieursache- schätzverfahren und medium
DE112014002118T5 (de) Berechnungsvorrichtung für die Vorhersage des Menstruationsbeginndatums, Programm und Körperanalysevorrichtung
EP4108411B1 (de) Verfahren, system und computerprogrammprodukt zum überwachen eines formgebungsprozesses
WO2016146528A1 (de) Verfahren zum erstellen eines modell-ensembles zur kalibrierung eines steuergerätes
DE112007000868T5 (de) Zeitgerichteter gleitender Mittelwertfilter
DE102020116818A1 (de) Anomalieerfassungsvorrichtung, anomalieerfassungsverfahren und programm
DE112021003238T5 (de) Anlagenüberwachungsvorrichtung, anlagenüberwachungsverfahren und programm
DE112018001726T5 (de) Informationsverarbeitungsvorrichtung, informationsverarbeitungsverfahren und programm
DE112019007857B4 (de) Bewegungsanalysesystem und bewegungsanalyseprogramm
DE102020215735A1 (de) Verfahren und Vorrichtung zum Auswerten von Signalen einer Sensoreinheit mit zumindest zwei Sensoren
DE112022006638T5 (de) Verfahren zur diagnose von anomalien, einrichtung zur diagnose von anomalien und programm zur diagnose von anomalien
DE102022202984B3 (de) Verfahren zum Trainieren eines neuronalen Netzwerks zum Ermitteln eines Merkmalsvektors, der den Abnutzungszustand einer Vorrichtung repräsentiert

Legal Events

Date Code Title Description
R012 Request for examination validly filed
R081 Change of applicant/patentee

Owner name: MITSUBISHI POWER, LTD., JP

Free format text: FORMER OWNERS: MITSUBISHI HEAVY INDUSTRIES, LTD., TOKYO, JP; MITSUBISHI HITACHI POWER SYSTEMS, LTD., YOKOHAMA-SHI, KANAGAWA, JP

Owner name: MITSUBISHI HEAVY INDUSTRIES, LTD., JP

Free format text: FORMER OWNERS: MITSUBISHI HEAVY INDUSTRIES, LTD., TOKYO, JP; MITSUBISHI HITACHI POWER SYSTEMS, LTD., YOKOHAMA-SHI, KANAGAWA, JP

R082 Change of representative

Representative=s name: HENKEL & PARTNER MBB PATENTANWALTSKANZLEI, REC, DE

R081 Change of applicant/patentee

Owner name: MITSUBISHI HEAVY INDUSTRIES, LTD., JP

Free format text: FORMER OWNERS: MITSUBISHI HEAVY INDUSTRIES, LTD., TOKYO, JP; MITSUBISHI POWER, LTD., YOKOHAMA, JP

R016 Response to examination communication
R018 Grant decision by examination section/examining division