JP7053113B2 - 継続的プロセス検証（ｃｐｖ）用の分析／統計モデリングを使用するための方法及び装置、製品 - Google Patents

継続的プロセス検証（ｃｐｖ）用の分析／統計モデリングを使用するための方法及び装置、製品 Download PDF

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JP7053113B2
JP7053113B2 JP2016244982A JP2016244982A JP7053113B2 JP 7053113 B2 JP7053113 B2 JP 7053113B2 JP 2016244982 A JP2016244982 A JP 2016244982A JP 2016244982 A JP2016244982 A JP 2016244982A JP 7053113 B2 JP7053113 B2 JP 7053113B2
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JP2017111827A (ja
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ジン ツウェイ、
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フィッシャー－ローズマウント システムズ，インコーポレイテッド
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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
    • G05B17/00—Systems involving the use of models or simulators of said systems
    • G05B17/02—Systems involving the use of models or simulators of said systems electric
    • 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
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0243—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults model based detection method, e.g. first-principles knowledge model
    • 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—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/418—Total 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]
    • G05B19/41875—Total 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • 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—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/418—Total 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]
    • 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—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/418—Total 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]
    • G05B19/4184—Total 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 fault tolerance, reliability of production system
    • 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—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/418—Total 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]
    • G05B19/41885—Total 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 modeling, simulation of the manufacturing system
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • 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
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
    • G05B23/024—Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; Neural networks
    • Y—GENERAL 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
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Theoretical Computer Science (AREA)
  • Manufacturing & Machinery (AREA)
  • Quality & Reliability (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Physics (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Evolutionary Computation (AREA)
  • Geometry (AREA)
  • Computer Hardware Design (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Operations Research (AREA)
  • Probability & Statistics with Applications (AREA)
  • Evolutionary Biology (AREA)
  • Algebra (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • General Factory Administration (AREA)
JP2016244982A 2015-12-18 2016-12-19 継続的プロセス検証（ｃｐｖ）用の分析／統計モデリングを使用するための方法及び装置、製品 Active JP7053113B2 (ja)

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US14/974,458 US10394973B2 (en) 2015-12-18 2015-12-18 Methods and apparatus for using analytical/statistical modeling for continued process verification (CPV)
US14/974,458 2015-12-18

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JP2017111827A JP2017111827A (ja) 2017-06-22
JP2017111827A5 JP2017111827A5 (enExample) 2020-02-06
JP7053113B2 true JP7053113B2 (ja) 2022-04-12

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US (1) US10394973B2 (enExample)
JP (1) JP7053113B2 (enExample)
CN (1) CN106896800B (enExample)
DE (1) DE102016124585A1 (enExample)
GB (1) GB2547086B (enExample)

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DE102016107491A1 (de) * 2016-04-22 2017-10-26 Beckhoff Automation Gmbh Verbindungseinheit, Überwachungssystem und Verfahren zum Betreiben eines Automatisierungssystems
AT519096B1 (de) * 2016-12-23 2018-04-15 Engel Austria Gmbh Verfahren zum Einstellen einer Formgebungsmaschine
CN113946105B (zh) 2017-02-22 2025-01-10 Asml荷兰有限公司 计算量测法
US10649430B2 (en) * 2018-06-26 2020-05-12 Fisher-Rosemount Systems, Inc. Method and apparatus for configuring access to multi-variable field devices signals
CN108873699B (zh) * 2018-07-11 2021-02-09 杭州电子科技大学 一种化工时变工业过程混合控制方法
GB201820282D0 (en) 2018-12-13 2019-01-30 Ge Healthcare Bio Sciences Ab Method for control of a bioprocess
US11899417B2 (en) * 2019-05-02 2024-02-13 Fisher-Rosemount Systems, Inc. Methods and apparatus to implement predictive analytics for continuous control system processes
JP7084907B2 (ja) * 2019-11-28 2022-06-15 花王株式会社 品質計測方法及び品質計測装置
JP7249320B2 (ja) * 2020-11-30 2023-03-30 三菱ケミカルエンジニアリング株式会社 生産プロセスのモニタリング方法
DE102022200946A1 (de) * 2022-01-28 2023-08-03 Robert Bosch Gesellschaft mit beschränkter Haftung Verfahren und Vorrichtung zum Parametrieren eines Fertigungsprozesses
EP4343458A1 (en) * 2022-09-21 2024-03-27 Siemens Aktiengesellschaft Method for monitoring quality of an industrial process
CN118732629B (zh) * 2024-09-02 2024-11-12 成都秦川物联网科技股份有限公司 工业物联网信息云共享的生产工艺智能推荐方法和系统
CN118740634B (zh) * 2024-09-03 2024-11-12 成都秦川物联网科技股份有限公司 基于云平台的工业物联网信息服务方法、系统及存储介质

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JP2016164772A (ja) 2015-02-26 2016-09-08 富士電機株式会社 プロセス監視装置、プロセス監視方法及びプログラム

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DE102016124585A1 (de) 2017-06-22
GB201621305D0 (en) 2017-01-25
CN106896800A (zh) 2017-06-27
US20170177754A1 (en) 2017-06-22
JP2017111827A (ja) 2017-06-22
GB2547086A (en) 2017-08-09
GB2547086B (en) 2021-11-10
CN106896800B (zh) 2021-07-06
US10394973B2 (en) 2019-08-27

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