WO2007124002A3 - Application of abnormal event detection technology to delayed coking unit - Google Patents

Application of abnormal event detection technology to delayed coking unit Download PDF

Info

Publication number
WO2007124002A3
WO2007124002A3 PCT/US2007/009576 US2007009576W WO2007124002A3 WO 2007124002 A3 WO2007124002 A3 WO 2007124002A3 US 2007009576 W US2007009576 W US 2007009576W WO 2007124002 A3 WO2007124002 A3 WO 2007124002A3
Authority
WO
WIPO (PCT)
Prior art keywords
delayed coking
abnormal event
application
coking unit
event detection
Prior art date
Application number
PCT/US2007/009576
Other languages
French (fr)
Other versions
WO2007124002A2 (en
Inventor
Kenneth F Emigholz
Perry Alagappan
Kevin R Worden
Anh T Nguyen
Stephen S Woo
Original Assignee
Exxonmobil Res & Eng Co
Kenneth F Emigholz
Perry Alagappan
Kevin R Worden
Anh T Nguyen
Stephen S Woo
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Exxonmobil Res & Eng Co, Kenneth F Emigholz, Perry Alagappan, Kevin R Worden, Anh T Nguyen, Stephen S Woo filed Critical Exxonmobil Res & Eng Co
Priority to EP07775776.3A priority Critical patent/EP2021965A4/en
Priority to JP2009506582A priority patent/JP2009534746A/en
Priority to CA2649863A priority patent/CA2649863C/en
Publication of WO2007124002A2 publication Critical patent/WO2007124002A2/en
Priority to NO20084879A priority patent/NO20084879L/en
Publication of WO2007124002A3 publication Critical patent/WO2007124002A3/en

Links

Classifications

    • CCHEMISTRY; METALLURGY
    • C10PETROLEUM, GAS OR COKE INDUSTRIES; TECHNICAL GASES CONTAINING CARBON MONOXIDE; FUELS; LUBRICANTS; PEAT
    • C10BDESTRUCTIVE DISTILLATION OF CARBONACEOUS MATERIALS FOR PRODUCTION OF GAS, COKE, TAR, OR SIMILAR MATERIALS
    • C10B55/00Coking mineral oils, bitumen, tar, and the like or mixtures thereof with solid carbonaceous material
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00Testing or monitoring of control systems or parts thereof
    • G05B23/02Electric testing or monitoring
    • G05B23/0205Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218Electric 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
    • G05B23/0243Electric 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
    • G05B23/0254Electric 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
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00Testing or monitoring of control systems or parts thereof
    • G05B23/02Electric testing or monitoring
    • G05B23/0205Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0259Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0286Modifications to the monitored process, e.g. stopping operation or adapting control
    • G05B23/0289Reconfiguration to prevent failure, e.g. usually as a reaction to incipient failure detection

Abstract

The present invention is a method for detecting an abnormal event for process units of a Delayed Coking Unit. The method compares the operation of the process units to statistical and engineering models. The statistical models are developed by principal components analysis of the normal operation for these units. The engineering models are based statistical and correlation analysis between variables. 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.
PCT/US2007/009576 2006-04-21 2007-04-19 Application of abnormal event detection technology to delayed coking unit WO2007124002A2 (en)

Priority Applications (4)

Application Number Priority Date Filing Date Title
EP07775776.3A EP2021965A4 (en) 2006-04-21 2007-04-19 Application of abnormal event detection technology to delayed coking unit
JP2009506582A JP2009534746A (en) 2006-04-21 2007-04-19 Application of abnormal event detection technology to delayed coking unit
CA2649863A CA2649863C (en) 2006-04-21 2007-04-19 Application of abnormal event detection technology to delayed coking unit
NO20084879A NO20084879L (en) 2006-04-21 2008-11-20 Application of abnormal detection technology to delayed curing unit

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US79429606P 2006-04-21 2006-04-21
US60/794,296 2006-04-21
US11/786,950 2007-04-13
US11/786,950 US7720641B2 (en) 2006-04-21 2007-04-13 Application of abnormal event detection technology to delayed coking unit

Publications (2)

Publication Number Publication Date
WO2007124002A2 WO2007124002A2 (en) 2007-11-01
WO2007124002A3 true WO2007124002A3 (en) 2009-04-02

Family

ID=38620537

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2007/009576 WO2007124002A2 (en) 2006-04-21 2007-04-19 Application of abnormal event detection technology to delayed coking unit

Country Status (6)

Country Link
US (1) US7720641B2 (en)
EP (1) EP2021965A4 (en)
JP (1) JP2009534746A (en)
CA (1) CA2649863C (en)
NO (1) NO20084879L (en)
WO (1) WO2007124002A2 (en)

Families Citing this family (113)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7567887B2 (en) * 2004-09-10 2009-07-28 Exxonmobil Research And Engineering Company Application of abnormal event detection technology to fluidized catalytic cracking unit
US7295950B2 (en) * 2005-06-23 2007-11-13 International Business Machines Corporation Monitoring multiple channels of data from real time process to detect recent abnormal behavior
US8489360B2 (en) 2006-09-29 2013-07-16 Fisher-Rosemount Systems, Inc. Multivariate monitoring and diagnostics of process variable data
KR20100042293A (en) * 2007-08-14 2010-04-23 셀 인터나쵸나아레 레사아치 마아츠샤피 비이부이 System and methods for continuous, online monitoring of a chemical plant or refinery
US7958065B2 (en) * 2008-03-18 2011-06-07 International Business Machines Corporation Resilient classifier for rule-based system
US8140300B2 (en) * 2008-05-15 2012-03-20 Becton, Dickinson And Company High throughput flow cytometer operation with data quality assessment and control
US8086729B1 (en) * 2008-11-10 2011-12-27 Tanium Inc. Distributed statistical detection of network problems and causes
US8904039B1 (en) 2008-11-10 2014-12-02 Tanium Inc. Large-scale network querying and reporting
US8903973B1 (en) 2008-11-10 2014-12-02 Tanium Inc. Parallel distributed network management
US9323234B2 (en) * 2009-06-10 2016-04-26 Fisher-Rosemount Systems, Inc. Predicted fault analysis
US8326789B2 (en) * 2009-08-20 2012-12-04 Uop Llc Expert system integrated with remote performance management
CN102117527A (en) * 2009-12-30 2011-07-06 捷达世软件(深圳)有限公司 System and method for monitoring and alarming for abnormal condition
US8862250B2 (en) * 2010-05-07 2014-10-14 Exxonmobil Research And Engineering Company Integrated expert system for identifying abnormal events in an industrial plant
CN101847004B (en) * 2010-06-03 2011-11-09 中南大学 Method for performance evaluation and failure diagnosis of coke oven multi-loop control system
CN101989087B (en) * 2010-09-26 2013-01-23 中国石油化工股份有限公司 On-line real-time failure monitoring and diagnosing system device for industrial processing of residual oil
WO2013089602A1 (en) * 2011-12-15 2013-06-20 Telefonaktiebolaget L M Ericsson (Publ) Method and trend analyzer for analyzing data in a communication network
US9130825B2 (en) * 2011-12-27 2015-09-08 Tektronix, Inc. Confidence intervals for key performance indicators in communication networks
JP5846303B2 (en) * 2012-05-16 2016-01-20 東芝三菱電機産業システム株式会社 Learning apparatus and learning method for setting calculation system
US11172470B1 (en) 2012-12-21 2021-11-09 Tanium Inc. System, security and network management using self-organizing communication orbits in distributed networks
US9246977B2 (en) 2012-12-21 2016-01-26 Tanium Inc. System, security and network management using self-organizing communication orbits in distributed networks
US10678225B2 (en) 2013-03-04 2020-06-09 Fisher-Rosemount Systems, Inc. Data analytic services for distributed industrial performance monitoring
US10649424B2 (en) 2013-03-04 2020-05-12 Fisher-Rosemount Systems, Inc. Distributed industrial performance monitoring and analytics
US9397836B2 (en) 2014-08-11 2016-07-19 Fisher-Rosemount Systems, Inc. Securing devices to process control systems
US9804588B2 (en) 2014-03-14 2017-10-31 Fisher-Rosemount Systems, Inc. Determining associations and alignments of process elements and measurements in a process
US10282676B2 (en) 2014-10-06 2019-05-07 Fisher-Rosemount Systems, Inc. Automatic signal processing-based learning in a process plant
US10223327B2 (en) 2013-03-14 2019-03-05 Fisher-Rosemount Systems, Inc. Collecting and delivering data to a big data machine in a process control system
US9558220B2 (en) 2013-03-04 2017-01-31 Fisher-Rosemount Systems, Inc. Big data in process control systems
US9665088B2 (en) 2014-01-31 2017-05-30 Fisher-Rosemount Systems, Inc. Managing big data in process control systems
US10386827B2 (en) 2013-03-04 2019-08-20 Fisher-Rosemount Systems, Inc. Distributed industrial performance monitoring and analytics platform
US9823626B2 (en) 2014-10-06 2017-11-21 Fisher-Rosemount Systems, Inc. Regional big data in process control systems
US10649449B2 (en) 2013-03-04 2020-05-12 Fisher-Rosemount Systems, Inc. Distributed industrial performance monitoring and analytics
US10866952B2 (en) 2013-03-04 2020-12-15 Fisher-Rosemount Systems, Inc. Source-independent queries in distributed industrial system
US10909137B2 (en) 2014-10-06 2021-02-02 Fisher-Rosemount Systems, Inc. Streaming data for analytics in process control systems
CN107885494B (en) 2013-03-15 2021-09-10 费希尔-罗斯蒙特系统公司 Method and computer system for analyzing process control data
US11573672B2 (en) 2013-03-15 2023-02-07 Fisher-Rosemount Systems, Inc. Method for initiating or resuming a mobile control session in a process plant
CN105264448A (en) * 2013-04-25 2016-01-20 陶氏环球技术有限责任公司 Real-time chemical process monitoring, assessment and decision-making assistance method
USD749621S1 (en) * 2013-08-06 2016-02-16 Graftech International Holdings, Inc. Display screen with graphical user interface for a furnace monitoring system
CA2928306A1 (en) * 2013-10-30 2015-05-07 Ge Aviation Systems Limited Method of regression for change detection
US9769037B2 (en) 2013-11-27 2017-09-19 Tanium Inc. Fast detection and remediation of unmanaged assets
WO2015116326A1 (en) * 2014-01-30 2015-08-06 Exxonmobil Research And Engineering Company Real time optimization of batch processes
US10042355B2 (en) 2014-02-04 2018-08-07 Exxonmobil Research And Engineering Company Flexible time modeling of a facility
SG10201900174PA (en) * 2014-02-04 2019-02-27 Exxonmobil Res & Eng Co Operational programming of a facility
US9667738B2 (en) 2014-03-24 2017-05-30 Tanium Inc. Local data caching for data transfers on a network of computational devices
US10873645B2 (en) 2014-03-24 2020-12-22 Tanium Inc. Software application updating in a local network
US9769275B2 (en) 2014-03-24 2017-09-19 Tanium Inc. Data caching and distribution in a local network
US10048238B2 (en) 2014-06-27 2018-08-14 Union Carbide Chemicals & Plastics Technology Llc Method of monitoring production of a chemical product and a chromatograph used therewith
US10168691B2 (en) 2014-10-06 2019-01-01 Fisher-Rosemount Systems, Inc. Data pipeline for process control system analytics
US10047956B2 (en) 2014-10-22 2018-08-14 Honeywell International Inc. Monitoring efficiency and operational mode changes of combustion equipment
EP3026518A1 (en) * 2014-11-25 2016-06-01 ABB Technology AG Method for Root analysis of an alarm flood sequence
US9864823B2 (en) 2015-03-30 2018-01-09 Uop Llc Cleansing system for a feed composition based on environmental factors
US20170315543A1 (en) * 2015-03-30 2017-11-02 Uop Llc Evaluating petrochemical plant errors to determine equipment changes for optimized operations
US10095200B2 (en) 2015-03-30 2018-10-09 Uop Llc System and method for improving performance of a chemical plant with a furnace
US11461208B1 (en) 2015-04-24 2022-10-04 Tanium Inc. Reliable map-reduce communications in a decentralized, self-organizing communication orbit of a distributed network
US9910752B2 (en) 2015-04-24 2018-03-06 Tanium Inc. Reliable map-reduce communications in a decentralized, self-organizing communication orbit of a distributed network
CN106292563B (en) * 2015-05-29 2018-11-02 中国科学院过程工程研究所 A kind of Industrial Solid Waste comprehensive utilization industrial chain risk monitoring and control management system
CN105205224B (en) * 2015-08-28 2018-10-30 江南大学 Time difference Gaussian process based on fuzzy curve analysis returns soft-measuring modeling method
US11162912B2 (en) * 2015-09-11 2021-11-02 KABUSHI Kl KAISHA TOSHIBA Electronic apparatus, index calculating method, and computer program product
US10228685B2 (en) * 2015-10-22 2019-03-12 Globalfoundries Inc. Use of multivariate models to control manufacturing operations
US10503483B2 (en) 2016-02-12 2019-12-10 Fisher-Rosemount Systems, Inc. Rule builder in a process control network
US10498744B2 (en) 2016-03-08 2019-12-03 Tanium Inc. Integrity monitoring in a local network
US11609835B1 (en) 2016-03-08 2023-03-21 Tanium Inc. Evaluating machine and process performance in distributed system
US11153383B2 (en) 2016-03-08 2021-10-19 Tanium Inc. Distributed data analysis for streaming data sources
US10929345B2 (en) 2016-03-08 2021-02-23 Tanium Inc. System and method of performing similarity search queries in a network
US11886229B1 (en) 2016-03-08 2024-01-30 Tanium Inc. System and method for generating a global dictionary and performing similarity search queries in a network
US10372904B2 (en) 2016-03-08 2019-08-06 Tanium Inc. Cost prioritized evaluations of indicators of compromise
US11372938B1 (en) 2016-03-08 2022-06-28 Tanium Inc. System and method for performing search requests in a network
KR101827108B1 (en) * 2016-05-04 2018-02-07 두산중공업 주식회사 Plant fault detection learning method and system
RU2637464C1 (en) * 2016-06-30 2017-12-04 ФЕДЕРАЛЬНОЕ ГОСУДАРСТВЕННОЕ КАЗЕННОЕ ВОЕННОЕ ОБРАЗОВАТЕЛЬНОЕ УЧРЕЖДЕНИЕ ВЫСШЕГО ОБРАЗОВАНИЯ "Военная академия Ракетных войск стратегического назначения имени Петра Великого" МИНИСТЕРСТВА ОБОРОНЫ РОССИЙСКОЙ ФЕДЕРАЦИИ Device for simulating scenarios of situation development
US10222787B2 (en) 2016-09-16 2019-03-05 Uop Llc Interactive petrochemical plant diagnostic system and method for chemical process model analysis
US11223668B2 (en) * 2017-01-12 2022-01-11 Telefonaktiebolaget Lm Ericsson (Publ) Anomaly detection of media event sequences
US10754359B2 (en) 2017-03-27 2020-08-25 Uop Llc Operating slide valves in petrochemical plants or refineries
US10678272B2 (en) 2017-03-27 2020-06-09 Uop Llc Early prediction and detection of slide valve sticking in petrochemical plants or refineries
US10962302B2 (en) 2017-03-28 2021-03-30 Uop Llc Heat exchangers in a petrochemical plant or refinery
US10844290B2 (en) 2017-03-28 2020-11-24 Uop Llc Rotating equipment in a petrochemical plant or refinery
US11130111B2 (en) 2017-03-28 2021-09-28 Uop Llc Air-cooled heat exchangers
US10670027B2 (en) 2017-03-28 2020-06-02 Uop Llc Determining quality of gas for rotating equipment in a petrochemical plant or refinery
US11396002B2 (en) * 2017-03-28 2022-07-26 Uop Llc Detecting and correcting problems in liquid lifting in heat exchangers
US10752844B2 (en) 2017-03-28 2020-08-25 Uop Llc Rotating equipment in a petrochemical plant or refinery
US10663238B2 (en) 2017-03-28 2020-05-26 Uop Llc Detecting and correcting maldistribution in heat exchangers in a petrochemical plant or refinery
US10752845B2 (en) 2017-03-28 2020-08-25 Uop Llc Using molecular weight and invariant mapping to determine performance of rotating equipment in a petrochemical plant or refinery
US10794644B2 (en) 2017-03-28 2020-10-06 Uop Llc Detecting and correcting thermal stresses in heat exchangers in a petrochemical plant or refinery
US11037376B2 (en) 2017-03-28 2021-06-15 Uop Llc Sensor location for rotating equipment in a petrochemical plant or refinery
US10816947B2 (en) 2017-03-28 2020-10-27 Uop Llc Early surge detection of rotating equipment in a petrochemical plant or refinery
US10670353B2 (en) 2017-03-28 2020-06-02 Uop Llc Detecting and correcting cross-leakage in heat exchangers in a petrochemical plant or refinery
US10794401B2 (en) 2017-03-28 2020-10-06 Uop Llc Reactor loop fouling monitor for rotating equipment in a petrochemical plant or refinery
DE102017108496B4 (en) * 2017-04-21 2023-06-29 Windmöller & Hölscher Kg Method and devices as well as system for winding and unwinding a coil
US11215363B2 (en) * 2017-04-24 2022-01-04 Honeywell International Inc. Apparatus and method for two-stage detection of furnace flooding or other conditions
US10695711B2 (en) 2017-04-28 2020-06-30 Uop Llc Remote monitoring of adsorber process units
US11365886B2 (en) 2017-06-19 2022-06-21 Uop Llc Remote monitoring of fired heaters
US10913905B2 (en) 2017-06-19 2021-02-09 Uop Llc Catalyst cycle length prediction using eigen analysis
US10739798B2 (en) 2017-06-20 2020-08-11 Uop Llc Incipient temperature excursion mitigation and control
US11130692B2 (en) 2017-06-28 2021-09-28 Uop Llc Process and apparatus for dosing nutrients to a bioreactor
WO2019005541A1 (en) * 2017-06-30 2019-01-03 Uop Llc Evaluating petrochemical plant errors to determine equipment changes for optimized operations
US10824729B2 (en) 2017-07-14 2020-11-03 Tanium Inc. Compliance management in a local network
US10994240B2 (en) 2017-09-18 2021-05-04 Uop Llc Remote monitoring of pressure swing adsorption units
US11194317B2 (en) 2017-10-02 2021-12-07 Uop Llc Remote monitoring of chloride treaters using a process simulator based chloride distribution estimate
US11676061B2 (en) 2017-10-05 2023-06-13 Honeywell International Inc. Harnessing machine learning and data analytics for a real time predictive model for a FCC pre-treatment unit
US11105787B2 (en) 2017-10-20 2021-08-31 Honeywell International Inc. System and method to optimize crude oil distillation or other processing by inline analysis of crude oil properties
US11494651B2 (en) 2018-01-30 2022-11-08 Imubit Israel Ltd Systems and methods for optimizing refinery coker process
US20220299952A1 (en) 2018-01-30 2022-09-22 Imubit Israel Ltd. Control system with optimization of neural network predictor
US10901403B2 (en) 2018-02-20 2021-01-26 Uop Llc Developing linear process models using reactor kinetic equations
US10734098B2 (en) 2018-03-30 2020-08-04 Uop Llc Catalytic dehydrogenation catalyst health index
US11343355B1 (en) 2018-07-18 2022-05-24 Tanium Inc. Automated mapping of multi-tier applications in a distributed system
US10841365B2 (en) 2018-07-18 2020-11-17 Tanium Inc. Mapping application dependencies in a computer network
US10953377B2 (en) 2018-12-10 2021-03-23 Uop Llc Delta temperature control of catalytic dehydrogenation process reactors
CN109817287B (en) * 2019-02-01 2023-08-11 华东理工大学 Integration method of delayed coking model
US11415438B2 (en) 2019-07-17 2022-08-16 ExxonMobil Technology and Engineering Company Intelligent system for identifying sensor drift
US11831670B1 (en) 2019-11-18 2023-11-28 Tanium Inc. System and method for prioritizing distributed system risk remediations
WO2021242488A1 (en) * 2020-05-29 2021-12-02 Imubit Israel Ltd Systems and methods for optimizing refinery coker process
CN111767275B (en) * 2020-06-28 2024-04-19 北京林克富华技术开发有限公司 Data processing method and device and data processing system
US11563764B1 (en) 2020-08-24 2023-01-24 Tanium Inc. Risk scoring based on compliance verification test results in a local network
US20230075475A1 (en) * 2021-09-07 2023-03-09 PeerNova, Inc. Outlier Determination Among Models of Future Event Prediction
EP4312090A1 (en) * 2022-07-26 2024-01-31 Siemens Aktiengesellschaft Method for identifying a process model for model-based predictive multivariable control of a process plant

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4549934A (en) * 1984-04-25 1985-10-29 Conoco, Inc. Flash zone draw tray for coker fractionator
US4764318A (en) * 1986-03-20 1988-08-16 Ruetgerswerke Aktiengesellschaft Process for the continuous coking of pitches and utilization of the coke obtained thereby
US6485631B1 (en) * 1999-02-11 2002-11-26 Ellycrack As Process for thermal, and optionally catalytic, upgrading and hydrogenation of hydrocarbons
US6760639B2 (en) * 2000-01-29 2004-07-06 Abb Research Ltd. System and method for determining the effectiveness of production installations, fault events and the causes of faults
US6925338B2 (en) * 2001-03-01 2005-08-02 Fisher-Rosemount Systems, Inc. Fiducial technique for estimating and using degradation levels in a process plant

Family Cites Families (70)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3175968A (en) 1961-06-23 1965-03-30 Phillips Petroleum Co Automatic control and optimization of a fluidized catalytic cracker
US4060716A (en) * 1975-05-19 1977-11-29 Rockwell International Corporation Method and apparatus for automatic abnormal events monitor in operating plants
AU572263B2 (en) * 1983-08-01 1988-05-05 Conoco Inc. Delayed coking
JP2672576B2 (en) 1988-06-16 1997-11-05 株式会社東芝 Diagnosis support system for plants and equipment
US5351247A (en) 1988-12-30 1994-09-27 Digital Equipment Corporation Adaptive fault identification system
JPH0660826B2 (en) 1989-02-07 1994-08-10 動力炉・核燃料開発事業団 Plant abnormality diagnosis method
JPH0692914B2 (en) 1989-04-14 1994-11-16 株式会社日立製作所 Equipment / facility condition diagnosis system
JPH03154847A (en) 1989-11-13 1991-07-02 Komatsu Ltd Fault diagnostic device
US5465321A (en) 1993-04-07 1995-11-07 The United States Of America As Represented By The Administrator Of The National Aeronautics And Space Administration Hidden markov models for fault detection in dynamic systems
JP3147586B2 (en) 1993-05-21 2001-03-19 株式会社日立製作所 Plant monitoring and diagnosis method
SE9304246L (en) 1993-12-22 1995-06-23 Asea Brown Boveri Procedure for monitoring multivariate processes
US5457625A (en) 1994-04-13 1995-10-10 The M. W. Kellogg Company Maximizing process production rates using permanent constraints
US5817958A (en) 1994-05-20 1998-10-06 Hitachi, Ltd. Plant monitoring and diagnosing method and system, as well as plant equipped with the system
US5539877A (en) 1994-06-27 1996-07-23 International Business Machine Corporation Problem determination method for local area network systems
US6907383B2 (en) 1996-03-28 2005-06-14 Rosemount Inc. Flow diagnostic system
US7085610B2 (en) 1996-03-28 2006-08-01 Fisher-Rosemount Systems, Inc. Root cause diagnostics
DE19623291A1 (en) * 1996-06-11 1997-12-18 Basf Ag Process for the preparation of low-sulfur aliphatic compounds
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
JPH10143343A (en) 1996-11-07 1998-05-29 Fuji Electric Co Ltd Association type plant abnormality diagnosis device
US5949677A (en) 1997-01-09 1999-09-07 Honeywell Inc. Control system utilizing fault detection
US5950147A (en) 1997-06-05 1999-09-07 Caterpillar Inc. Method and apparatus for predicting a fault condition
US6115656A (en) 1997-06-17 2000-09-05 Mcdonnell Douglas Corporation Fault recording and reporting method
EP1021263B1 (en) 1998-07-21 2004-11-03 Dofasco Inc. Multivariate statistical model-based system for monitoring the operation of a continuous caster and detecting the onset of impending breakouts
US6505145B1 (en) 1999-02-22 2003-01-07 Northeast Equipment Inc. Apparatus and method for monitoring and maintaining plant equipment
US6368975B1 (en) 1999-07-07 2002-04-09 Applied Materials, Inc. Method and apparatus for monitoring a process by employing principal component analysis
US6522978B1 (en) 1999-09-15 2003-02-18 General Electric Company Paper web breakage prediction using principal components analysis and classification and regression trees
US6466877B1 (en) 1999-09-15 2002-10-15 General Electric Company Paper web breakage prediction using principal components analysis and classification and regression trees
US6809837B1 (en) 1999-11-29 2004-10-26 Xerox Corporation On-line model prediction and calibration system for a dynamically varying color reproduction device
US6133132A (en) 2000-01-20 2000-10-17 Advanced Micro Devices, Inc. Method for controlling transistor spacer width
AU4733601A (en) 2000-03-10 2001-09-24 Cyrano Sciences Inc Control for an industrial process using one or more multidimensional variables
US7500143B2 (en) 2000-05-05 2009-03-03 Computer Associates Think, Inc. Systems and methods for managing and analyzing faults in computer networks
GB2362481B (en) 2000-05-09 2004-12-01 Rolls Royce Plc Fault diagnosis
US6917839B2 (en) 2000-06-09 2005-07-12 Intellectual Assets Llc Surveillance system and method having an operating mode partitioned fault classification model
US6636842B1 (en) 2000-07-15 2003-10-21 Intevep, S.A. System and method for controlling an industrial process utilizing process trajectories
US6681344B1 (en) 2000-09-14 2004-01-20 Microsoft Corporation System and method for automatically diagnosing a computer problem
US6978210B1 (en) 2000-10-26 2005-12-20 Conocophillips Company Method for automated management of hydrocarbon gathering systems
US20020077792A1 (en) 2000-10-27 2002-06-20 Panacya, Inc. Early warning in e-service management systems
US6735541B2 (en) 2001-02-16 2004-05-11 Exxonmobil Research And Engineering Company Process unit monitoring program
US7389204B2 (en) 2001-03-01 2008-06-17 Fisher-Rosemount Systems, Inc. Data presentation system for abnormal situation prevention in a process plant
US6954713B2 (en) 2001-03-01 2005-10-11 Fisher-Rosemount Systems, Inc. Cavitation detection in a process plant
EP1374167B1 (en) 2001-03-08 2010-05-12 California Institute Of Technology Real-time spatio-temporal coherence estimation for autonomous mode identification and invariance tracking
US20020183971A1 (en) 2001-04-10 2002-12-05 Wegerich Stephan W. Diagnostic systems and methods for predictive condition monitoring
US7539597B2 (en) 2001-04-10 2009-05-26 Smartsignal Corporation Diagnostic systems and methods for predictive condition monitoring
US7457732B2 (en) 2001-08-17 2008-11-25 General Electric Company System and method for measuring quality of baseline modeling techniques
US6980938B2 (en) 2002-01-10 2005-12-27 Cutler Technology Corporation Method for removal of PID dynamics from MPC models
US6919017B2 (en) * 2002-04-11 2005-07-19 Conocophillips Company Separation process and apparatus for removal of particulate material from flash zone gas oil
US7096074B2 (en) 2002-05-30 2006-08-22 Insyst Ltd. Methods and apparatus for early fault detection and alert generation in a process
US6897071B2 (en) 2002-08-13 2005-05-24 Saudi Arabian Oil Company Topological near infrared analysis modeling of petroleum refinery products
US6904386B2 (en) 2002-10-07 2005-06-07 Honeywell International Inc. Control system and method for detecting plugging in differential pressure cells
US7150048B2 (en) 2002-12-18 2006-12-19 Buckman Robert F Method and apparatus for body impact protection
US7096153B2 (en) 2003-12-31 2006-08-22 Honeywell International Inc. Principal component analysis based fault classification
US7447609B2 (en) 2003-12-31 2008-11-04 Honeywell International Inc. Principal component analysis based fault classification
US7079984B2 (en) 2004-03-03 2006-07-18 Fisher-Rosemount Systems, Inc. Abnormal situation prevention in a process plant
US7729789B2 (en) 2004-05-04 2010-06-01 Fisher-Rosemount Systems, Inc. Process plant monitoring based on multivariate statistical analysis and on-line process simulation
US7536274B2 (en) * 2004-05-28 2009-05-19 Fisher-Rosemount Systems, Inc. System and method for detecting an abnormal situation associated with a heater
US6973396B1 (en) 2004-05-28 2005-12-06 General Electric Company Method for developing a unified quality assessment and providing an automated fault diagnostic tool for turbine machine systems and the like
CN1969239B (en) * 2004-06-12 2011-08-03 费舍-柔斯芒特系统股份有限公司 System and method for detecting an abnormal situation associated with a process gain of a control loop
US7424395B2 (en) 2004-09-10 2008-09-09 Exxonmobil Research And Engineering Company Application of abnormal event detection technology to olefins recovery trains
US20060074598A1 (en) 2004-09-10 2006-04-06 Emigholz Kenneth F Application of abnormal event detection technology to hydrocracking units
US7349746B2 (en) * 2004-09-10 2008-03-25 Exxonmobil Research And Engineering Company System and method for abnormal event detection in the operation of continuous industrial processes
US7567887B2 (en) * 2004-09-10 2009-07-28 Exxonmobil Research And Engineering Company Application of abnormal event detection technology to fluidized catalytic cracking unit
US7181654B2 (en) 2004-09-17 2007-02-20 Fisher-Rosemount Systems, Inc. System and method for detecting an abnormal situation associated with a reactor
WO2007047375A1 (en) 2005-10-14 2007-04-26 Fisher-Rosemount Systems, Inc. Statistical signatures used with multivariate statistical analysis for fault detection and isolation and abnormal condition prevention in a process
JP2009512097A (en) 2005-10-18 2009-03-19 ハネウェル・インターナショナル・インコーポレーテッド System, method, and computer program for early event detection
US20070088448A1 (en) 2005-10-19 2007-04-19 Honeywell International Inc. Predictive correlation model system
US7243048B2 (en) 2005-11-28 2007-07-10 Honeywell International, Inc. Fault detection system and method using multiway principal component analysis
US7761172B2 (en) 2006-03-21 2010-07-20 Exxonmobil Research And Engineering Company Application of abnormal event detection (AED) technology to polymers
EP1914638A1 (en) 2006-10-18 2008-04-23 Bp Oil International Limited Abnormal event detection using principal component analysis
US8285513B2 (en) 2007-02-27 2012-10-09 Exxonmobil Research And Engineering Company Method and system of using inferential measurements for abnormal event detection in continuous industrial processes
KR20100042293A (en) 2007-08-14 2010-04-23 셀 인터나쵸나아레 레사아치 마아츠샤피 비이부이 System and methods for continuous, online monitoring of a chemical plant or refinery

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4549934A (en) * 1984-04-25 1985-10-29 Conoco, Inc. Flash zone draw tray for coker fractionator
US4764318A (en) * 1986-03-20 1988-08-16 Ruetgerswerke Aktiengesellschaft Process for the continuous coking of pitches and utilization of the coke obtained thereby
US6485631B1 (en) * 1999-02-11 2002-11-26 Ellycrack As Process for thermal, and optionally catalytic, upgrading and hydrogenation of hydrocarbons
US6760639B2 (en) * 2000-01-29 2004-07-06 Abb Research Ltd. System and method for determining the effectiveness of production installations, fault events and the causes of faults
US6925338B2 (en) * 2001-03-01 2005-08-02 Fisher-Rosemount Systems, Inc. Fiducial technique for estimating and using degradation levels in a process plant

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of EP2021965A4 *

Also Published As

Publication number Publication date
US20070250292A1 (en) 2007-10-25
JP2009534746A (en) 2009-09-24
NO20084879L (en) 2009-01-21
WO2007124002A2 (en) 2007-11-01
CA2649863C (en) 2013-09-24
CA2649863A1 (en) 2007-11-01
US7720641B2 (en) 2010-05-18
EP2021965A2 (en) 2009-02-11
EP2021965A4 (en) 2014-04-30

Similar Documents

Publication Publication Date Title
WO2007124002A3 (en) Application of abnormal event detection technology to delayed coking unit
WO2007109320A3 (en) Application of abnormal event detection (aed) technology to polymers process
WO2006031750A3 (en) Application of abnormal event detection technology to hydrocracking units
WO2006031749A3 (en) Application of abnormal event detection technology to fluidized catalytic cracking unit
WO2006029290A3 (en) Application of abnormal event detection technology to olefins recovery trains
WO2007130692A3 (en) Adaptive multivariate fault detection
WO2008042786A3 (en) Multivariate detection of transient regions in a process control system
DE602005018056D1 (en) SENSOR FAULT DIAGNOSIS AND PROGNOSIS UNDER USUAL DEVELOPMENTS
TW200801334A (en) System and method for operation of a pump
WO2008040019A3 (en) Abnormal situation prevention in a coker heater
MX2010009508A (en) Diagnostic method for detecting control valve component failure.
FR2981474B1 (en) METHOD FOR PREVENTIVELY DETECTING FAILURE OF AN APPARATUS, COMPUTER PROGRAM, INSTALLATION AND MODULE FOR PREVENTIVELY DETECTING FAILURE OF AN APPARATUS
MY148969A (en) Anomaly diagnosis system for passenger conveyors
WO2010062845A3 (en) System and method for detecting low tire pressure on a machine
WO2008092162A3 (en) Systems, methods, and media for recovering an application from a fault or attack
WO2011071709A3 (en) Automation management system and method
WO2010125080A3 (en) Device and method for the residual analysis of a residuum to detect system errors in the system behavior of an aircraft
WO2006110246A3 (en) Diagnostic and prognostic method and system
MX2011011214A (en) System and method for detecting abnormal audio events.
EP1864193A4 (en) Predictive emissions monitoring system and method
WO2005071620A3 (en) Method and apparatus to diagnose mechanical problems in machinery
GB2455944A (en) Method and system for detecting faults in a process plant
WO2008078736A1 (en) Sameness judgment device, sameness judging method, and sameness judging program
WO2013034673A3 (en) Improved method for the automated discharge of condensate from a pressurized gas system
WO2011055945A3 (en) Apparatus and method for detecting malicious sites

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 07775776

Country of ref document: EP

Kind code of ref document: A2

WWE Wipo information: entry into national phase

Ref document number: 2649863

Country of ref document: CA

Ref document number: 2009506582

Country of ref document: JP

NENP Non-entry into the national phase

Ref country code: DE

REEP Request for entry into the european phase

Ref document number: 2007775776

Country of ref document: EP

WWE Wipo information: entry into national phase

Ref document number: 2007775776

Country of ref document: EP