WO2007109320A3 - Application of abnormal event detection (aed) technology to polymers process - Google Patents
Application of abnormal event detection (aed) technology to polymers process Download PDFInfo
- Publication number
- WO2007109320A3 WO2007109320A3 PCT/US2007/007019 US2007007019W WO2007109320A3 WO 2007109320 A3 WO2007109320 A3 WO 2007109320A3 US 2007007019 W US2007007019 W US 2007007019W WO 2007109320 A3 WO2007109320 A3 WO 2007109320A3
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- abnormal event
- aed
- technology
- application
- event detection
- Prior art date
Links
- 238000000034 method Methods 0.000 title abstract 6
- 230000002159 abnormal effect Effects 0.000 title abstract 4
- 229920000642 polymer Polymers 0.000 title abstract 2
- 238000001514 detection method Methods 0.000 title 1
- 238000004364 calculation method Methods 0.000 abstract 1
- 238000010219 correlation analysis Methods 0.000 abstract 1
- 238000013179 statistical model Methods 0.000 abstract 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
- 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
- G05B23/0254—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 based on a quantitative model, e.g. mathematical relationships between inputs and outputs; functions: observer, Kalman filter, residual calculation, 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
- 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
Abstract
The present invention is a method and system for detecting an abnormal event for process units of a Polymers Unit. The method compares the operation of the process units to statistical, engineering or heuristic models. The statistical models are developed by principle components analysis of the normal operation for these units. In addition, the engineering models are based on correlation analysis between variables or simple engineering calculations. If the difference between the operation of a process unit and the normal model result indicates an abnormal condition, then the cause of the abnormal condition is determined and corrected.
Priority Applications (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CA2646327A CA2646327C (en) | 2006-03-21 | 2007-03-20 | Application of abnormal event detection (aed) technology to polymers process |
EP07753629A EP2013814A4 (en) | 2006-03-21 | 2007-03-20 | Application of abnormal event detection (aed) technology to polymers process |
JP2009501541A JP2009536971A (en) | 2006-03-21 | 2007-03-20 | Application of abnormal event detection (AED) technology to polymer process |
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US78449806P | 2006-03-21 | 2006-03-21 | |
US60/784,498 | 2006-03-21 | ||
US11/725,227 | 2007-03-16 | ||
US11/725,227 US7761172B2 (en) | 2006-03-21 | 2007-03-16 | Application of abnormal event detection (AED) technology to polymers |
Publications (2)
Publication Number | Publication Date |
---|---|
WO2007109320A2 WO2007109320A2 (en) | 2007-09-27 |
WO2007109320A3 true WO2007109320A3 (en) | 2009-04-02 |
Family
ID=38523086
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US2007/007019 WO2007109320A2 (en) | 2006-03-21 | 2007-03-20 | Application of abnormal event detection (aed) technology to polymers process |
Country Status (5)
Country | Link |
---|---|
US (1) | US7761172B2 (en) |
EP (1) | EP2013814A4 (en) |
JP (1) | JP2009536971A (en) |
CA (1) | CA2646327C (en) |
WO (1) | WO2007109320A2 (en) |
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2007
- 2007-03-16 US US11/725,227 patent/US7761172B2/en active Active
- 2007-03-20 JP JP2009501541A patent/JP2009536971A/en not_active Ceased
- 2007-03-20 CA CA2646327A patent/CA2646327C/en not_active Expired - Fee Related
- 2007-03-20 EP EP07753629A patent/EP2013814A4/en not_active Withdrawn
- 2007-03-20 WO PCT/US2007/007019 patent/WO2007109320A2/en active Application Filing
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Also Published As
Publication number | Publication date |
---|---|
EP2013814A2 (en) | 2009-01-14 |
US20080097637A1 (en) | 2008-04-24 |
CA2646327C (en) | 2013-12-24 |
WO2007109320A2 (en) | 2007-09-27 |
JP2009536971A (en) | 2009-10-22 |
EP2013814A4 (en) | 2011-04-27 |
US7761172B2 (en) | 2010-07-20 |
CA2646327A1 (en) | 2007-09-27 |
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