GB2482367B - On-line alignment of a process analytical model with actual process operation - Google Patents
On-line alignment of a process analytical model with actual process operationInfo
- Publication number
- GB2482367B GB2482367B GB1107729.4A GB201107729A GB2482367B GB 2482367 B GB2482367 B GB 2482367B GB 201107729 A GB201107729 A GB 201107729A GB 2482367 B GB2482367 B GB 2482367B
- Authority
- GB
- United Kingdom
- Prior art keywords
- analytical model
- line alignment
- actual
- process operation
- actual process
- 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
Links
- 238000000034 method Methods 0.000 title 1
- 238000011112 process operation Methods 0.000 title 1
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
- G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
- G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
- G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
-
- 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
-
- 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
-
- 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)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Mathematical Physics (AREA)
- Manufacturing & Machinery (AREA)
- General Engineering & Computer Science (AREA)
- Quality & Reliability (AREA)
- Health & Medical Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
- Software Systems (AREA)
- Testing And Monitoring For Control Systems (AREA)
- Feedback Control In General (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US12/784,689 US8880203B2 (en) | 2010-05-21 | 2010-05-21 | On-line alignment of a process analytical model with actual process operation |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| GB201107729D0 GB201107729D0 (en) | 2011-06-22 |
| GB2482367A GB2482367A (en) | 2012-02-01 |
| GB2482367B true GB2482367B (en) | 2017-09-27 |
Family
ID=44243843
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| GB1107729.4A Active GB2482367B (en) | 2010-05-21 | 2011-05-10 | On-line alignment of a process analytical model with actual process operation |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US8880203B2 (enExample) |
| JP (2) | JP5922343B2 (enExample) |
| CN (1) | CN102298319B (enExample) |
| DE (1) | DE102011102034B4 (enExample) |
| GB (1) | GB2482367B (enExample) |
| PH (1) | PH12011000157A1 (enExample) |
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| US10127130B2 (en) | 2005-03-18 | 2018-11-13 | Salesforce.Com | Identifying contributors that explain differences between a data set and a subset of the data set |
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| US9335042B2 (en) | 2010-08-16 | 2016-05-10 | Emerson Process Management Power & Water Solutions, Inc. | Steam temperature control using dynamic matrix control |
| US9217565B2 (en) | 2010-08-16 | 2015-12-22 | Emerson Process Management Power & Water Solutions, Inc. | Dynamic matrix control of steam temperature with prevention of saturated steam entry into superheater |
| US9447963B2 (en) | 2010-08-16 | 2016-09-20 | Emerson Process Management Power & Water Solutions, Inc. | Dynamic tuning of dynamic matrix control of steam temperature |
| US9110452B2 (en) | 2011-09-19 | 2015-08-18 | Fisher-Rosemount Systems, Inc. | Inferential process modeling, quality prediction and fault detection using multi-stage data segregation |
| MX2014004721A (es) * | 2011-10-17 | 2015-02-05 | Nestec Sa | Principios y aplicaciones de software para garantizar que los productos alimenticios nutricionales fabricados cumplan con sus especificaciones. |
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| GB201621434D0 (en) | 2016-12-16 | 2017-02-01 | Palantir Technologies Inc | Processing sensor logs |
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| US11087080B1 (en) | 2017-12-06 | 2021-08-10 | Palantir Technologies Inc. | Systems and methods for collaborative data entry and integration |
| DE102018100424A1 (de) * | 2018-01-10 | 2019-07-11 | Schuler Pressen Gmbh | Verfahren und Vorrichtung zur Steuerung und/oder Überwachung eines sich wiederholenden Prozessablaufs |
| US11032149B2 (en) * | 2018-02-05 | 2021-06-08 | Crenacrans Consulting Services | Classification and relationship correlation learning engine for the automated management of complex and distributed networks |
| US11614733B2 (en) * | 2018-04-30 | 2023-03-28 | Aspentech Corporation | Computer system and method for automated batch data alignment in batch process modeling, monitoring and control |
| US10810076B1 (en) | 2018-08-28 | 2020-10-20 | Palantir Technologies Inc. | Fault clustering for remedial action analysis |
| CN110926496B (zh) * | 2018-12-14 | 2021-06-22 | 青岛中海潮科技有限公司 | 水下运载器运动异常检测方法、装置及系统 |
| CN109491349B (zh) * | 2018-12-18 | 2020-06-23 | 江南大学 | 应用于连续搅拌反应釜中的批次运行轨迹和空间的调整方法 |
| EP3702439B1 (en) * | 2019-02-26 | 2024-01-17 | Sartorius Stedim Data Analytics AB | Multivariate process chart to control a process to produce a chemical, pharmaceutical, biopharmaceutical and/or biological product |
| EP3705964B1 (en) * | 2019-03-04 | 2022-11-23 | Technische Universität Berlin | A method for the scalable real-time state recognition of processes and/or sub-processes during production with electrically driven production plants |
| EP3726316B1 (en) * | 2019-04-17 | 2022-06-29 | ABB Schweiz AG | Controlling technical equipment through quality indicators using parameterized batch-run monitoring |
| EP3726317B1 (en) * | 2019-04-17 | 2022-08-10 | ABB Schweiz AG | Computer-implemented determination of a quality indicator of a production batch-run of a production process |
| EP3726318B1 (en) * | 2019-04-17 | 2022-07-13 | ABB Schweiz AG | Computer-implemented determination of a quality indicator of a production batch-run that is ongoing |
| US11899417B2 (en) * | 2019-05-02 | 2024-02-13 | Fisher-Rosemount Systems, Inc. | Methods and apparatus to implement predictive analytics for continuous control system processes |
| DE102019213019B4 (de) * | 2019-08-29 | 2024-08-14 | Wago Verwaltungsgesellschaft Mbh | Verfahren und vorrichtung zum analysieren eines ablaufprozesses |
| US11194300B2 (en) * | 2019-12-06 | 2021-12-07 | Yokogawa Electric Corporation | Methods, systems and computer program products for monitoring field device states in a process control system |
| US11526155B2 (en) | 2020-07-30 | 2022-12-13 | Aspentech Corporation | Computer system and method for batch data alignment with active learning in batch process modeling, monitoring, and control |
| KR102883346B1 (ko) * | 2020-09-09 | 2025-11-07 | 삼성전자주식회사 | 호스트 프로세서 및 가속기의 동작 방법 및 이들을 포함한 전자 장치 |
| EP4020101A1 (en) * | 2020-12-23 | 2022-06-29 | ABB Schweiz AG | Automatic identification of important batch events |
| CN117882020A (zh) * | 2021-08-13 | 2024-04-12 | 巴斯夫欧洲公司 | 材料的自动多目标优化 |
| JP2025011004A (ja) * | 2023-07-10 | 2025-01-23 | 創一 大上 | 情報提示方法 |
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2010
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-
2011
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- 2011-05-10 GB GB1107729.4A patent/GB2482367B/en active Active
- 2011-05-19 DE DE102011102034.2A patent/DE102011102034B4/de active Active
- 2011-05-23 CN CN201110138939.0A patent/CN102298319B/zh active Active
- 2011-05-23 JP JP2011114704A patent/JP5922343B2/ja active Active
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2015
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| US6885907B1 (en) * | 2004-05-27 | 2005-04-26 | Dofasco Inc. | Real-time system and method of monitoring transient operations in continuous casting process for breakout prevention |
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| Title |
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Also Published As
| Publication number | Publication date |
|---|---|
| US8880203B2 (en) | 2014-11-04 |
| GB201107729D0 (en) | 2011-06-22 |
| CN102298319B (zh) | 2017-07-18 |
| JP5922343B2 (ja) | 2016-05-24 |
| CN102298319A (zh) | 2011-12-28 |
| DE102011102034A1 (de) | 2011-11-24 |
| JP6163526B2 (ja) | 2017-07-12 |
| JP2011248885A (ja) | 2011-12-08 |
| JP2016006699A (ja) | 2016-01-14 |
| DE102011102034B4 (de) | 2023-09-28 |
| US20110288660A1 (en) | 2011-11-24 |
| PH12011000157A1 (en) | 2012-11-26 |
| GB2482367A (en) | 2012-02-01 |
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