DE102011102034B4 - Online-Abgleich eines prozessanalytischen Modells mit effektivem Prozessbetrieb - Google Patents

Online-Abgleich eines prozessanalytischen Modells mit effektivem Prozessbetrieb Download PDF

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Publication number
DE102011102034B4
DE102011102034B4 DE102011102034.2A DE102011102034A DE102011102034B4 DE 102011102034 B4 DE102011102034 B4 DE 102011102034B4 DE 102011102034 A DE102011102034 A DE 102011102034A DE 102011102034 B4 DE102011102034 B4 DE 102011102034B4
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model
online
batch
distance
variable
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DE102011102034A1 (de
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Wilhelm K. Wojsznis
Terrence L. Blevins
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Fisher Rosemount Systems Inc
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Fisher Rosemount Systems Inc
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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
    • 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]

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  • 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)
DE102011102034.2A 2010-05-21 2011-05-19 Online-Abgleich eines prozessanalytischen Modells mit effektivem Prozessbetrieb Active DE102011102034B4 (de)

Applications Claiming Priority (2)

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
US12/784,689 2010-05-21

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DE102011102034A1 DE102011102034A1 (de) 2011-11-24
DE102011102034B4 true DE102011102034B4 (de) 2023-09-28

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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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Publication number Publication date
US8880203B2 (en) 2014-11-04
GB201107729D0 (en) 2011-06-22
CN102298319B (zh) 2017-07-18
JP5922343B2 (ja) 2016-05-24
GB2482367B (en) 2017-09-27
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
US20110288660A1 (en) 2011-11-24
PH12011000157A1 (en) 2012-11-26
GB2482367A (en) 2012-02-01

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