WO2007047868A3 - System, method, and computer program for early event detection - Google Patents

System, method, and computer program for early event detection Download PDF

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Publication number
WO2007047868A3
WO2007047868A3 PCT/US2006/040930 US2006040930W WO2007047868A3 WO 2007047868 A3 WO2007047868 A3 WO 2007047868A3 US 2006040930 W US2006040930 W US 2006040930W WO 2007047868 A3 WO2007047868 A3 WO 2007047868A3
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WO
WIPO (PCT)
Prior art keywords
model
represent
computer program
event detection
early event
Prior art date
Application number
PCT/US2006/040930
Other languages
French (fr)
Other versions
WO2007047868A2 (en
Inventor
J Ward Macarthur
Wendy K Foslien
Dinkar Mylaraswamy
Mohan N Srinivasrao
Original Assignee
Honeywell Int Inc
J Ward Macarthur
Wendy K Foslien
Dinkar Mylaraswamy
Mohan N Srinivasrao
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 Honeywell Int Inc, J Ward Macarthur, Wendy K Foslien, Dinkar Mylaraswamy, Mohan N Srinivasrao filed Critical Honeywell Int Inc
Priority to AT06826301T priority Critical patent/ATE546794T1/en
Priority to JP2008536807A priority patent/JP2009512097A/en
Priority to EP06826301A priority patent/EP1946254B1/en
Publication of WO2007047868A2 publication Critical patent/WO2007047868A2/en
Publication of WO2007047868A3 publication Critical patent/WO2007047868A3/en

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/02—Computing arrangements based on specific mathematical models using fuzzy logic
    • 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
    • G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
    • G05B13/0295—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion using fuzzy logic and expert systems
    • 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

Various methods, devices, systems, and computer programs are disclosed relating to the use of models to represent systems and processes (such as manufacturing and production plants). For example, a method (200) may include generating a first model and a second model using operating data associated with a system or process (100). The method may also include using the first and second models to predict one or more events associated with the system or process (100). The one or more events are predicted by generating one or more initial event predictions using the first model and adjusting the one or more initial event predictions using the second model. The first model may represent a Principal Component Analysis (PCA) model, and the second model may represent a Fuzzy Logic model.
PCT/US2006/040930 2005-10-18 2006-10-18 System, method, and computer program for early event detection WO2007047868A2 (en)

Priority Applications (3)

Application Number Priority Date Filing Date Title
AT06826301T ATE546794T1 (en) 2005-10-18 2006-10-18 SYSTEM, METHOD AND COMPUTER PROGRAM FOR EARLY EVENT DETECTION
JP2008536807A JP2009512097A (en) 2005-10-18 2006-10-18 System, method, and computer program for early event detection
EP06826301A EP1946254B1 (en) 2005-10-18 2006-10-18 System, method, and computer program for early event detection

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US72812905P 2005-10-18 2005-10-18
US60/728,129 2005-10-18

Publications (2)

Publication Number Publication Date
WO2007047868A2 WO2007047868A2 (en) 2007-04-26
WO2007047868A3 true WO2007047868A3 (en) 2008-05-22

Family

ID=37709438

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2006/040930 WO2007047868A2 (en) 2005-10-18 2006-10-18 System, method, and computer program for early event detection

Country Status (6)

Country Link
US (1) US7734451B2 (en)
EP (1) EP1946254B1 (en)
JP (1) JP2009512097A (en)
CN (1) CN101542509A (en)
AT (1) ATE546794T1 (en)
WO (1) WO2007047868A2 (en)

Families Citing this family (131)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7412842B2 (en) 2004-04-27 2008-08-19 Emerson Climate Technologies, Inc. Compressor diagnostic and protection system
US7444197B2 (en) * 2004-05-06 2008-10-28 Smp Logic Systems Llc Methods, systems, and software program for validation and monitoring of pharmaceutical manufacturing processes
US7275377B2 (en) 2004-08-11 2007-10-02 Lawrence Kates Method and apparatus for monitoring refrigerant-cycle systems
US7424395B2 (en) * 2004-09-10 2008-09-09 Exxonmobil Research And Engineering Company Application of abnormal event detection technology to olefins recovery trains
US7567887B2 (en) * 2004-09-10 2009-07-28 Exxonmobil Research And Engineering Company Application of abnormal event detection technology to fluidized catalytic cracking unit
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
US7421374B2 (en) * 2005-11-17 2008-09-02 Honeywell International Inc. Apparatus and method for analyzing model quality in a process control environment
US7761172B2 (en) * 2006-03-21 2010-07-20 Exxonmobil Research And Engineering Company Application of abnormal event detection (AED) technology to polymers
US7720641B2 (en) * 2006-04-21 2010-05-18 Exxonmobil Research And Engineering Company Application of abnormal event detection technology to delayed coking unit
US8590325B2 (en) 2006-07-19 2013-11-26 Emerson Climate Technologies, Inc. Protection and diagnostic module for a refrigeration system
US20080216494A1 (en) 2006-09-07 2008-09-11 Pham Hung M Compressor data module
US8014880B2 (en) * 2006-09-29 2011-09-06 Fisher-Rosemount Systems, Inc. On-line multivariate analysis in a distributed process control system
US7310590B1 (en) * 2006-11-15 2007-12-18 Computer Associates Think, Inc. Time series anomaly detection using multiple statistical models
US8706451B1 (en) * 2006-12-15 2014-04-22 Oracle America, Inc Method and apparatus for generating a model for an electronic prognostics system
FR2910988B1 (en) 2006-12-29 2009-02-27 Wally Tzara DEVICE FOR ANALYZING VARIABLE SIZES BY SIMULTANEOUS MULTI-WINDING
JP4338145B2 (en) * 2007-03-08 2009-10-07 インターナショナル・ビジネス・マシーンズ・コーポレーション Technology to search for keywords that determine the occurrence of an event
JP5067542B2 (en) * 2007-04-27 2012-11-07 オムロン株式会社 Composite information processing apparatus, composite information processing method, program, and recording medium
US20080294361A1 (en) * 2007-05-24 2008-11-27 Popp Shane M Intelligent execution system for the monitoring and execution of vaccine manufacturing
KR100928205B1 (en) * 2007-06-05 2009-11-25 삼성전자주식회사 Semiconductor manufacturing facility management system and its statistical process control method
US8013864B2 (en) 2007-07-19 2011-09-06 Honeywell International Inc. Method and system for visualizing multivariate statistics
US20090037142A1 (en) 2007-07-30 2009-02-05 Lawrence Kates Portable method and apparatus for monitoring refrigerant-cycle systems
US8924877B2 (en) 2007-10-29 2014-12-30 Honeywell International Inc. Apparatus and method for displaying changes in statistical parameters in a process control system
US9140728B2 (en) 2007-11-02 2015-09-22 Emerson Climate Technologies, Inc. Compressor sensor module
US8966384B2 (en) * 2007-11-12 2015-02-24 Honeywell International Inc. Apparatus and method for displaying energy-related information
MX2010005929A (en) * 2007-12-04 2010-06-15 Ge Healthcare Ltd Image analysis.
US20090150018A1 (en) * 2007-12-10 2009-06-11 Andrew Brown Friction Plausibility Detection Algorithm For a Steering System
US8805647B2 (en) * 2007-12-20 2014-08-12 Netapp, Inc. Evaluating and predicting computer system performance using kneepoint analysis
US9977721B2 (en) 2007-12-20 2018-05-22 Netapp, Inc. Evaluating and predicting computer system performance using kneepoint analysis
JP5190763B2 (en) * 2008-01-24 2013-04-24 横河電機株式会社 Variable data processing apparatus and variable data processing method
US8015454B1 (en) * 2008-06-02 2011-09-06 Quest Software, Inc. Computer systems and methods for predictive performance management of data transactions
US9618037B2 (en) 2008-08-01 2017-04-11 Honeywell International Inc. Apparatus and method for identifying health indicators for rolling element bearings
US8958995B2 (en) 2009-04-02 2015-02-17 Honeywell International Inc. System and method for monitoring rotating and reciprocating machinery
US7945397B2 (en) * 2009-04-02 2011-05-17 Honeywell International Inc. System and method for gearbox health monitoring
US8620622B2 (en) * 2009-04-02 2013-12-31 Honeywell International Inc. System and method for determining health indicators for impellers
SG166031A1 (en) 2009-05-05 2010-11-29 Yokogawa Electric Corp Apparatus and method for monitoring an industrial process
KR101562792B1 (en) * 2009-06-10 2015-10-23 삼성전자주식회사 Apparatus and method for providing goal predictive interface
US8571696B2 (en) * 2009-06-10 2013-10-29 Fisher-Rosemount Systems, Inc. Methods and apparatus to predict process quality in a process control system
US9323234B2 (en) 2009-06-10 2016-04-26 Fisher-Rosemount Systems, Inc. Predicted fault analysis
US8464171B2 (en) * 2009-06-26 2013-06-11 Eppendorf Ag Device for displaying a function chart
WO2011041672A1 (en) * 2009-10-02 2011-04-07 Massachusetts Institute Of Technology Translating text to, merging, and optimizing graphical user interface tasks
US8285438B2 (en) * 2009-11-16 2012-10-09 Honeywell International Inc. Methods systems and apparatus for analyzing complex systems via prognostic reasoning
US8577505B2 (en) * 2010-01-27 2013-11-05 Honeywell International Inc. Energy-related information presentation system
US9043254B2 (en) * 2010-04-12 2015-05-26 Siemens Aktiengesellschaft Method for computer-aided closed-loop and/or open-loop control of a technical system
US9336331B2 (en) * 2010-04-26 2016-05-10 Ca, Inc. Detecting, using, and sharing it design patterns and anti-patterns
US8862250B2 (en) 2010-05-07 2014-10-14 Exxonmobil Research And Engineering Company Integrated expert system for identifying abnormal events in an industrial plant
US8473252B2 (en) 2010-06-09 2013-06-25 Honeywell International Inc. System and method for conflict resolution to support simultaneous monitoring of multiple subsystems
US9407603B2 (en) 2010-06-25 2016-08-02 Salesforce.Com, Inc. Methods and systems for providing context-based outbound processing application firewalls
US9350705B2 (en) * 2010-06-25 2016-05-24 Salesforce.Com, Inc. Methods and systems for providing a token-based application firewall correlation
JP5854346B2 (en) * 2010-07-21 2016-02-09 公立大学法人秋田県立大学 Transcriptome analysis method, disease determination method, computer program, storage medium, and analysis apparatus
US8896437B2 (en) 2011-01-24 2014-11-25 Honeywell International Inc. Asset-specific equipment health monitoring (EHM) for industrial equipment using standardized asset models
AU2012223466B2 (en) 2011-02-28 2015-08-13 Emerson Electric Co. Residential solutions HVAC monitoring and diagnosis
US8751414B2 (en) * 2011-05-04 2014-06-10 International Business Machines Corporation Identifying abnormalities in resource usage
US8229864B1 (en) * 2011-05-06 2012-07-24 Google Inc. Predictive model application programming interface
US9310790B2 (en) 2011-05-23 2016-04-12 Honeywell International Inc. Large-scale comprehensive real-time monitoring framework for industrial facilities
US9916538B2 (en) 2012-09-15 2018-03-13 Z Advanced Computing, Inc. Method and system for feature detection
US11914674B2 (en) 2011-09-24 2024-02-27 Z Advanced Computing, Inc. System and method for extremely efficient image and pattern recognition and artificial intelligence platform
US11195057B2 (en) 2014-03-18 2021-12-07 Z Advanced Computing, Inc. System and method for extremely efficient image and pattern recognition and artificial intelligence platform
US8311973B1 (en) 2011-09-24 2012-11-13 Zadeh Lotfi A Methods and systems for applications for Z-numbers
US8873813B2 (en) 2012-09-17 2014-10-28 Z Advanced Computing, Inc. Application of Z-webs and Z-factors to analytics, search engine, learning, recognition, natural language, and other utilities
US11074495B2 (en) 2013-02-28 2021-07-27 Z Advanced Computing, Inc. (Zac) System and method for extremely efficient image and pattern recognition and artificial intelligence platform
US8964338B2 (en) 2012-01-11 2015-02-24 Emerson Climate Technologies, Inc. System and method for compressor motor protection
US8963733B2 (en) 2012-02-13 2015-02-24 Honeywell International Inc. System and method for blind fault detection for rotating machinery
GB2500388B (en) * 2012-03-19 2019-07-31 Ge Aviat Systems Ltd System monitoring
US8850406B1 (en) * 2012-04-05 2014-09-30 Google Inc. Detecting anomalous application access to contact information
US20130290232A1 (en) * 2012-04-30 2013-10-31 Mikalai Tsytsarau Identifying news events that cause a shift in sentiment
JP5739841B2 (en) * 2012-06-13 2015-06-24 株式会社東芝 Electronic device production management apparatus, production management system, and production management program
US9323597B2 (en) * 2012-08-08 2016-04-26 Peach Fuzzer Llc Flow based fault testing
US8947437B2 (en) 2012-09-15 2015-02-03 Honeywell International Inc. Interactive navigation environment for building performance visualization
US9310439B2 (en) 2012-09-25 2016-04-12 Emerson Climate Technologies, Inc. Compressor having a control and diagnostic module
US10531251B2 (en) 2012-10-22 2020-01-07 United States Cellular Corporation Detecting and processing anomalous parameter data points by a mobile wireless data network forecasting system
US9002543B2 (en) 2012-12-20 2015-04-07 Honeywell International Inc. Situation aftermath management system and method
US9551504B2 (en) 2013-03-15 2017-01-24 Emerson Electric Co. HVAC system remote monitoring and diagnosis
US9803902B2 (en) 2013-03-15 2017-10-31 Emerson Climate Technologies, Inc. System for refrigerant charge verification using two condenser coil temperatures
CN105074344B (en) 2013-03-15 2018-02-23 艾默生电气公司 HVAC system remotely monitoring and diagnosis
EP2981772B1 (en) 2013-04-05 2022-01-12 Emerson Climate Technologies, Inc. Heat-pump system with refrigerant charge diagnostics
US10852357B2 (en) * 2013-05-03 2020-12-01 Vertiv Corporation System and method for UPS battery monitoring and data analysis
CN104516879B (en) * 2013-09-26 2019-09-13 Sap欧洲公司 For managing the method and system for containing the database of the record with missing values
US9239760B2 (en) 2013-10-24 2016-01-19 General Electric Company Systems and methods for detecting, correcting, and validating bad data in data streams
CN103561420B (en) * 2013-11-07 2016-06-08 东南大学 Method for detecting abnormality based on data snapshot figure
US9823905B2 (en) 2013-11-11 2017-11-21 International Business Machines Corporation Event based code generation
EP2887579A1 (en) * 2013-12-19 2015-06-24 BAE Systems PLC Data communications performance monitoring using principal component analysis
EP3085016A1 (en) 2013-12-19 2016-10-26 BAE Systems PLC Data communications performance monitoring
AU2014368581A1 (en) 2013-12-19 2016-07-07 Bae Systems Plc Method and apparatus for detecting fault conditions in a network
CN103729650A (en) * 2014-01-17 2014-04-16 华东理工大学 Selection method for near infrared spectrum modeling samples
JP6409375B2 (en) * 2014-07-09 2018-10-24 株式会社Ihi Parameter classification device
US9646264B2 (en) * 2015-02-25 2017-05-09 International Business Machines Corporation Relevance-weighted forecasting based on time-series decomposition
US10853532B2 (en) * 2015-05-27 2020-12-01 The Mathworks, Inc. Graphical modeling for accessing dynamic system states across different components
US9323599B1 (en) * 2015-07-31 2016-04-26 AppDynamics, Inc. Time series metric data modeling and prediction
US20170286882A1 (en) * 2016-04-01 2017-10-05 Demand Energy Networks, Inc. Control systems and methods for economical optimization of an electrical system
KR101827108B1 (en) * 2016-05-04 2018-02-07 두산중공업 주식회사 Plant fault detection learning method and system
CN105910806A (en) * 2016-05-30 2016-08-31 重庆大学 Filling pump early health status monitoring method
US10909459B2 (en) 2016-06-09 2021-02-02 Cognizant Technology Solutions U.S. Corporation Content embedding using deep metric learning algorithms
US10796242B2 (en) * 2016-08-25 2020-10-06 Oracle International Corporation Robust training technique to facilitate prognostic pattern recognition for enterprise computer systems
US20180121889A1 (en) * 2016-10-28 2018-05-03 Wipro Limited Method and system for dynamically managing waste water treatment process for optimizing power consumption
US10455438B2 (en) * 2017-03-30 2019-10-22 T-Mobile Usa, Inc. Telecom monitoring and analysis system
JP6857087B2 (en) * 2017-06-09 2021-04-14 アズビル株式会社 Model information display method and device
US11015946B2 (en) * 2017-07-14 2021-05-25 Allstate Insurance Company Distributed data processing systems for processing remotely captured sensor data
US10678826B2 (en) * 2017-07-25 2020-06-09 Sap Se Interactive visualization for outlier identification
US10755144B2 (en) 2017-09-05 2020-08-25 Cognizant Technology Solutions U.S. Corporation Automated and unsupervised generation of real-world training data
US10755142B2 (en) 2017-09-05 2020-08-25 Cognizant Technology Solutions U.S. Corporation Automated and unsupervised generation of real-world training data
US10764319B2 (en) * 2017-10-05 2020-09-01 Honeywell International Inc. Intelligent automated security vulnerability detection and analysis for industrial internet of things (IIOT) devices
US10510010B1 (en) 2017-10-11 2019-12-17 Liquid Biosciences, Inc. Methods for automatically generating accurate models in reduced time
WO2019074504A1 (en) * 2017-10-11 2019-04-18 Liquid Biosciences, Inc. Methods for automatically generating accurate models in reduced time
CN108572631B (en) * 2018-03-08 2019-12-10 华南理工大学 Intelligent control system and method based on two-type fuzzy cognitive map
CN109460846B (en) * 2018-06-19 2022-04-01 国网浙江省电力有限公司湖州供电公司 Equipment state prediction analysis method based on data mining
CA3054216C (en) 2018-09-05 2023-08-01 Honeywell International Inc. Methods and systems for improving infection control in a facility
JP7151312B2 (en) * 2018-09-20 2022-10-12 オムロン株式会社 control system
US10936974B2 (en) 2018-12-24 2021-03-02 Icertis, Inc. Automated training and selection of models for document analysis
US10978199B2 (en) 2019-01-11 2021-04-13 Honeywell International Inc. Methods and systems for improving infection control in a building
US10726374B1 (en) * 2019-02-19 2020-07-28 Icertis, Inc. Risk prediction based on automated analysis of documents
US11494690B2 (en) * 2019-03-15 2022-11-08 Hong Kong Applied Science and Technology Research Institute Company Limited Apparatus and method of high dimensional data analysis in real-time
CN110311909B (en) * 2019-06-28 2021-12-24 平安科技（深圳）有限公司 Method and device for judging abnormity of network access of terminal equipment
CN114450647B (en) * 2019-09-30 2023-12-15 西门子交通有限公司 Diagnosis of technical systems
US11551024B1 (en) * 2019-11-22 2023-01-10 Mastercard International Incorporated Hybrid clustered prediction computer modeling
CN110909812B (en) * 2019-11-28 2023-04-07 富联精密电子(郑州)有限公司 Monitoring device and monitoring method
US11293981B2 (en) 2020-01-15 2022-04-05 Toyota Motor Engineering & Manufacturing North America, Inc. Systems and methods for false-positive reduction in power electronic device evaluation
KR20210093015A (en) 2020-01-17 2021-07-27 삼성전자주식회사 The method for predicting in sequential data and apparatus thereof
US11620594B2 (en) 2020-06-12 2023-04-04 Honeywell International Inc. Space utilization patterns for building optimization
US11783652B2 (en) 2020-06-15 2023-10-10 Honeywell International Inc. Occupant health monitoring for buildings
US11914336B2 (en) 2020-06-15 2024-02-27 Honeywell International Inc. Platform agnostic systems and methods for building management systems
US11783658B2 (en) 2020-06-15 2023-10-10 Honeywell International Inc. Methods and systems for maintaining a healthy building
US11184739B1 (en) 2020-06-19 2021-11-23 Honeywel International Inc. Using smart occupancy detection and control in buildings to reduce disease transmission
US11823295B2 (en) 2020-06-19 2023-11-21 Honeywell International, Inc. Systems and methods for reducing risk of pathogen exposure within a space
US11619414B2 (en) 2020-07-07 2023-04-04 Honeywell International Inc. System to profile, measure, enable and monitor building air quality
US11402113B2 (en) 2020-08-04 2022-08-02 Honeywell International Inc. Methods and systems for evaluating energy conservation and guest satisfaction in hotels
US11894145B2 (en) 2020-09-30 2024-02-06 Honeywell International Inc. Dashboard for tracking healthy building performance
US11662115B2 (en) 2021-02-26 2023-05-30 Honeywell International Inc. Hierarchy model builder for building a hierarchical model of control assets
US11372383B1 (en) 2021-02-26 2022-06-28 Honeywell International Inc. Healthy building dashboard facilitated by hierarchical model of building control assets
US11474489B1 (en) 2021-03-29 2022-10-18 Honeywell International Inc. Methods and systems for improving building performance
US11361034B1 (en) 2021-11-30 2022-06-14 Icertis, Inc. Representing documents using document keys

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH08500898A (en) * 1992-04-16 1996-01-30 ザ ダウ ケミカル カンパニー An improved method for interpreting complex data to detect abnormal equipment or processing behavior
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
US20060074598A1 (en) * 2004-09-10 2006-04-06 Emigholz Kenneth F Application of abnormal event detection technology to hydrocracking units
US7424395B2 (en) * 2004-09-10 2008-09-09 Exxonmobil Research And Engineering Company Application of abnormal event detection technology to olefins recovery trains

Non-Patent Citations (9)

* Cited by examiner, † Cited by third party
Title
"Fuzzy Logic Toolbox 2.1 Design and simulate fuzzy logic systems", THE MATHWORKS (PRODUCT SHEET), no. 8281v05, May 2004 (2004-05-01), pages 1 - 2, XP002472404 *
"Honeywell Product Guide 2004", 2004, HONEYWELL INTERNATIONAL INC, XP002472407 *
"Model Predictive Control Toolbox 2 Develop internal model-based controllers for constrained multivariable processes", THE MATHWORKS (PRODUCT SHEET), no. 8061v03, March 2005 (2005-03-01), pages 1 - 4, XP002472405 *
"STATISTICS TOOLBOX FOR USE WITH MATLAB USERS GUIDE VERSION 2", THE MATHWORKS STATISTICS TOOLBOX USERS GUIDE, January 1999 (1999-01-01), The MathWorks Inc., XP007904287 *
DATABASE COMPENDEX [online] ENGINEERING INFORMATION, INC., NEW YORK, NY, US; April 2005 (2005-04-01), BELL MICHAEL B ET AL: "Early event detection - Results from a prototype -implementation", Database accession no. E2005309266825 *
DON MORRISON, WENDY FOSLIEN, WARD MACARTHUR, PETER JOFRIET: "The Early Event Detection Toolkit", WHITE PAPER, WP-06-01-ENG, HONEYWELL INTERNATIONAL INC., January 2006 (2006-01-01), pages 1 - 14, XP002471755 *
MICHAEL B. BELL, WENDY K. FOSLIEN: "Early Event Detection ? Results From A Prototype Implementation", 2005 AICHE SPRING NATIONAL MEETING, CONFERENCE PROCEEDINGS; 2005 AICHE SPRING NATIONAL MEETING, CONFERENCE PROCEEDINGS 2005, 10 April 2005 (2005-04-10), Atlanta GA, USA, pages 727 - 741, XP002472402 *
T. KOURTI: "Process analysis and abnormal situation detection: from theory to practice", IEEE CONTROL SYSTEMS MAGAZINE, vol. 22, no. 5, October 2002 (2002-10-01), pages 10 - 25, XP002472403, ISSN: 0272-1708, Retrieved from the Internet <URL:http://dx.doi.org/10.1109/MCS.2002.1035214> [retrieved on 20080311] *
TONY F. CHAN: "Rank revealing QR factorizations", LINEAR ALGEBRA AND ITS APPLICATIONS, vol. 88-89, April 1987 (1987-04-01), pages 67 - 82, XP002472406, Retrieved from the Internet <URL:http://dx.doi.org/10.1016/0024-3795(87)90103-0> [retrieved on 20080311] *

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Publication number Publication date
JP2009512097A (en) 2009-03-19
CN101542509A (en) 2009-09-23
ATE546794T1 (en) 2012-03-15
EP1946254A2 (en) 2008-07-23
WO2007047868A2 (en) 2007-04-26
US20070088534A1 (en) 2007-04-19
EP1946254B1 (en) 2012-02-22
US7734451B2 (en) 2010-06-08

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