JP2002526852A - 製造システムを監視、かつ制御する方法およびシステム - Google Patents
製造システムを監視、かつ制御する方法およびシステムInfo
- Publication number
- JP2002526852A JP2002526852A JP2000575000A JP2000575000A JP2002526852A JP 2002526852 A JP2002526852 A JP 2002526852A JP 2000575000 A JP2000575000 A JP 2000575000A JP 2000575000 A JP2000575000 A JP 2000575000A JP 2002526852 A JP2002526852 A JP 2002526852A
- Authority
- JP
- Japan
- Prior art keywords
- performance data
- model
- neural network
- data
- performance
- 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.)
- Withdrawn
Links
- 238000004519 manufacturing process Methods 0.000 title claims abstract description 110
- 238000000034 method Methods 0.000 title claims abstract description 85
- 238000012544 monitoring process Methods 0.000 title description 4
- 238000003062 neural network model Methods 0.000 claims abstract description 69
- 230000008569 process Effects 0.000 claims abstract description 56
- 238000004891 communication Methods 0.000 claims abstract description 42
- 238000005259 measurement Methods 0.000 claims abstract description 16
- 238000012546 transfer Methods 0.000 claims abstract description 7
- 238000013528 artificial neural network Methods 0.000 claims description 25
- 230000008859 change Effects 0.000 claims description 19
- 238000010977 unit operation Methods 0.000 claims description 19
- 238000004458 analytical method Methods 0.000 abstract description 18
- 230000009466 transformation Effects 0.000 abstract description 9
- 238000006243 chemical reaction Methods 0.000 description 12
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- 238000005457 optimization Methods 0.000 description 12
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- 238000004088 simulation Methods 0.000 description 4
- 238000000844 transformation Methods 0.000 description 4
- 238000004364 calculation method Methods 0.000 description 3
- 238000012937 correction Methods 0.000 description 3
- 238000009826 distribution Methods 0.000 description 3
- 230000007613 environmental effect Effects 0.000 description 3
- 101100480515 Caenorhabditis elegans tag-76 gene Proteins 0.000 description 2
- 230000015556 catabolic process Effects 0.000 description 2
- 238000013500 data storage Methods 0.000 description 2
- 238000006731 degradation reaction Methods 0.000 description 2
- 238000004886 process control Methods 0.000 description 2
- 239000000047 product Substances 0.000 description 2
- 238000012394 real-time manufacturing Methods 0.000 description 2
- 238000007670 refining Methods 0.000 description 2
- 230000004075 alteration Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000009835 boiling Methods 0.000 description 1
- 239000003054 catalyst Substances 0.000 description 1
- 239000007795 chemical reaction product Substances 0.000 description 1
- 238000002485 combustion reaction Methods 0.000 description 1
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- 238000010276 construction Methods 0.000 description 1
- 230000001276 controlling effect Effects 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000012217 deletion Methods 0.000 description 1
- 230000037430 deletion Effects 0.000 description 1
- 230000001419 dependent effect Effects 0.000 description 1
- 230000008021 deposition Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000002708 enhancing effect Effects 0.000 description 1
- 238000009434 installation Methods 0.000 description 1
- 230000002452 interceptive effect Effects 0.000 description 1
- 239000011159 matrix material Substances 0.000 description 1
- 230000001537 neural effect Effects 0.000 description 1
- 238000013433 optimization analysis Methods 0.000 description 1
- 238000013386 optimize process Methods 0.000 description 1
- 239000003208 petroleum Substances 0.000 description 1
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Classifications
-
- 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
-
- 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
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E20/00—Combustion technologies with mitigation potential
- Y02E20/14—Combined heat and power generation [CHP]
-
- 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]
Landscapes
- Engineering & Computer Science (AREA)
- Manufacturing & Machinery (AREA)
- General Engineering & Computer Science (AREA)
- Quality & Reliability (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Feedback Control In General (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- General Factory Administration (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US16706398A | 1998-10-06 | 1998-10-06 | |
| US09/167,063 | 1998-10-06 | ||
| PCT/US1999/023379 WO2000020939A1 (fr) | 1998-10-06 | 1999-10-06 | Procede et systeme de surveillance et de commande d'un systeme de fabrication |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| JP2002526852A true JP2002526852A (ja) | 2002-08-20 |
Family
ID=22605782
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2000575000A Withdrawn JP2002526852A (ja) | 1998-10-06 | 1999-10-06 | 製造システムを監視、かつ制御する方法およびシステム |
Country Status (5)
| Country | Link |
|---|---|
| EP (1) | EP1042706A1 (fr) |
| JP (1) | JP2002526852A (fr) |
| AU (1) | AU6294999A (fr) |
| CA (1) | CA2313134A1 (fr) |
| WO (1) | WO2000020939A1 (fr) |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2021101388A (ja) * | 2016-07-07 | 2021-07-08 | アスペン テクノロジー インコーポレイテッド | 予測分析用の動作中心型第一原理プロセスモデルの動的構築及びオンライン配備のためのコンピュータシステム及び方法 |
| JP2022084926A (ja) * | 2015-10-09 | 2022-06-07 | 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 | 分散型工業パフォーマンス監視及び分析プラットフォーム |
| JP2022537440A (ja) * | 2019-06-20 | 2022-08-25 | タタ コンサルタンシー サービシズ リミテッド | コンバインド・サイクル・ガス・タービン運転の最適化のための方法及びシステム |
| US11782401B2 (en) | 2019-08-02 | 2023-10-10 | Aspentech Corporation | Apparatus and methods to build deep learning controller using non-invasive closed loop exploration |
Families Citing this family (24)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| FR2808909B1 (fr) * | 2000-05-11 | 2005-06-03 | Jean Marie Billiotte | Procede de simulation stochastique centralisee et teletransmission de scenarios probables pour l'optimisation probabiliste des parametres de systemes industriels distants |
| DE50009037D1 (de) * | 2000-07-27 | 2005-01-27 | Abb Research Ltd | Verfahren und Computerprogramm zum Herstellen einer Regelung oder Steuerung |
| US7117161B2 (en) * | 2000-08-21 | 2006-10-03 | Bruce Elisa M | Decision dynamics |
| DE10119853A1 (de) * | 2001-04-24 | 2003-01-09 | Bayer Ag | Hybridmodell und Verfahren zur Bestimmung von mechanischen Eigenschaften und von Verarbeitungseigenschaften eines Spritzgiessformteils |
| US7357298B2 (en) | 2001-12-28 | 2008-04-15 | Kimberly-Clark Worldwide, Inc. | Integrating event-based production information with financial and purchasing systems in product manufacturing |
| US7032816B2 (en) | 2001-12-28 | 2006-04-25 | Kimberly-Clark Worldwide, Inc. | Communication between machines and feed-forward control in event-based product manufacturing |
| US7035877B2 (en) | 2001-12-28 | 2006-04-25 | Kimberly-Clark Worldwide, Inc. | Quality management and intelligent manufacturing with labels and smart tags in event-based product manufacturing |
| US7380213B2 (en) | 2001-12-28 | 2008-05-27 | Kimberly-Clark Worldwide, Inc. | User interface for reporting event-based production information in product manufacturing |
| US8799113B2 (en) | 2001-12-28 | 2014-08-05 | Binforma Group Limited Liability Company | Quality management by validating a bill of materials in event-based product manufacturing |
| US6968250B2 (en) | 2001-12-28 | 2005-11-22 | Kimberly-Clark Worldwide, Inc. | Intelligent agent system and method for evaluating data integrity in process information databases |
| IL164428A0 (en) * | 2002-01-15 | 2005-12-18 | Thierry Cresson | Computer-implemented system and method for measuring and improving manufacturing processes and maximizing product research and development speed and efficiency |
| US7137019B2 (en) | 2003-04-30 | 2006-11-14 | International Business Machines Corporation | Adaptive throttling system for data processing systems |
| WO2005015476A2 (fr) * | 2003-08-07 | 2005-02-17 | Hsb Solomon Associates, Llc | Systeme et procede pour determiner des coefficients d'equivalence a utiliser en analyse de performance comparative d'installations industrielles |
| US8145748B2 (en) | 2004-12-13 | 2012-03-27 | American Power Conversion Corporation | Remote monitoring system |
| GB2449518B (en) * | 2007-03-08 | 2011-08-03 | American Power Conv Corp | Remote monitoring system |
| US8965539B2 (en) | 2008-09-27 | 2015-02-24 | Jda Software Group, Inc. | System and method for a demand driven lean production control system |
| US8989879B2 (en) * | 2008-09-27 | 2015-03-24 | Jda Software Group, Inc. | System and method for a demand driven lean production control system |
| US9529348B2 (en) | 2012-01-24 | 2016-12-27 | Emerson Process Management Power & Water Solutions, Inc. | Method and apparatus for deploying industrial plant simulators using cloud computing technologies |
| US10643167B2 (en) * | 2016-07-28 | 2020-05-05 | Honeywell International Inc. | MPC with unconstrained dependent variables for KPI performance analysis |
| US20180356811A1 (en) | 2017-06-12 | 2018-12-13 | Honeywell International Inc. | Apparatus and method for automated identification and diagnosis of constraint violations |
| JP7460657B2 (ja) | 2019-05-09 | 2024-04-02 | アスペンテック・コーポレーション | 機械学習を専門知識及び第一原理と組み合わせて行うプロセス産業のモデリング |
| WO2021076760A1 (fr) | 2019-10-18 | 2021-04-22 | Aspen Technology, Inc. | Système et procédés de développement de modèle automatisé à partir de données historiques de plante pour une commande de processus avancé |
| WO2022098929A1 (fr) * | 2020-11-06 | 2022-05-12 | Energy Internet Corporation | Commande et configuration de machines définies par logiciel |
| US11630446B2 (en) | 2021-02-16 | 2023-04-18 | Aspentech Corporation | Reluctant first principles models |
Family Cites Families (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CA2157198A1 (fr) * | 1993-03-02 | 1994-09-15 | James David Keeler | Methode et appareil pour analyser un reseau neuronal avec des contraintes sur les parametres de fonctionnement |
| US5408406A (en) * | 1993-10-07 | 1995-04-18 | Honeywell Inc. | Neural net based disturbance predictor for model predictive control |
| US5692107A (en) * | 1994-03-15 | 1997-11-25 | Lockheed Missiles & Space Company, Inc. | Method for generating predictive models in a computer system |
| US5659667A (en) * | 1995-01-17 | 1997-08-19 | The Regents Of The University Of California Office Of Technology Transfer | Adaptive model predictive process control using neural networks |
| TWI249760B (en) * | 1996-07-31 | 2006-02-21 | Canon Kk | Remote maintenance system |
| US5859964A (en) * | 1996-10-25 | 1999-01-12 | Advanced Micro Devices, Inc. | System and method for performing real time data acquisition, process modeling and fault detection of wafer fabrication processes |
-
1999
- 1999-10-06 JP JP2000575000A patent/JP2002526852A/ja not_active Withdrawn
- 1999-10-06 AU AU62949/99A patent/AU6294999A/en not_active Abandoned
- 1999-10-06 EP EP99950252A patent/EP1042706A1/fr not_active Withdrawn
- 1999-10-06 WO PCT/US1999/023379 patent/WO2000020939A1/fr not_active Application Discontinuation
- 1999-10-06 CA CA002313134A patent/CA2313134A1/fr not_active Abandoned
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2022084926A (ja) * | 2015-10-09 | 2022-06-07 | 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 | 分散型工業パフォーマンス監視及び分析プラットフォーム |
| JP2021101388A (ja) * | 2016-07-07 | 2021-07-08 | アスペン テクノロジー インコーポレイテッド | 予測分析用の動作中心型第一原理プロセスモデルの動的構築及びオンライン配備のためのコンピュータシステム及び方法 |
| JP7394805B2 (ja) | 2016-07-07 | 2023-12-08 | アスペンテック・コーポレーション | 予測分析用の動作中心型第一原理プロセスモデルの動的構築及びオンライン配備のためのコンピュータシステム及び方法 |
| JP2022537440A (ja) * | 2019-06-20 | 2022-08-25 | タタ コンサルタンシー サービシズ リミテッド | コンバインド・サイクル・ガス・タービン運転の最適化のための方法及びシステム |
| JP7314323B2 (ja) | 2019-06-20 | 2023-07-25 | タタ コンサルタンシー サービシズ リミテッド | コンバインド・サイクル・ガス・タービン運転の最適化のための方法及びシステム |
| US11782401B2 (en) | 2019-08-02 | 2023-10-10 | Aspentech Corporation | Apparatus and methods to build deep learning controller using non-invasive closed loop exploration |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2000020939A9 (fr) | 2000-08-24 |
| AU6294999A (en) | 2000-04-26 |
| WO2000020939A1 (fr) | 2000-04-13 |
| EP1042706A1 (fr) | 2000-10-11 |
| CA2313134A1 (fr) | 2000-04-13 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A300 | Withdrawal of application because of no request for examination |
Free format text: JAPANESE INTERMEDIATE CODE: A300 Effective date: 20070109 |