WO2008040018A3 - Abnormal situation prevention in a heat exchanger - Google Patents

Abnormal situation prevention in a heat exchanger Download PDF

Info

Publication number
WO2008040018A3
WO2008040018A3 PCT/US2007/079989 US2007079989W WO2008040018A3 WO 2008040018 A3 WO2008040018 A3 WO 2008040018A3 US 2007079989 W US2007079989 W US 2007079989W WO 2008040018 A3 WO2008040018 A3 WO 2008040018A3
Authority
WO
WIPO (PCT)
Prior art keywords
heat exchanger
monitoring
abnormal situation
situation prevention
diagnosis
Prior art date
Application number
PCT/US2007/079989
Other languages
French (fr)
Other versions
WO2008040018A2 (en
WO2008040018A9 (en
Inventor
John Philip Miller
Original Assignee
Fisher Rosemount Systems Inc
John Philip Miller
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 Fisher Rosemount Systems Inc, John Philip Miller filed Critical Fisher Rosemount Systems Inc
Priority to EP07843553.4A priority Critical patent/EP2057517B1/en
Priority to CN200780036001XA priority patent/CN101535909B/en
Priority to JP2009530658A priority patent/JP5197610B2/en
Publication of WO2008040018A2 publication Critical patent/WO2008040018A2/en
Publication of WO2008040018A3 publication Critical patent/WO2008040018A3/en
Publication of WO2008040018A9 publication Critical patent/WO2008040018A9/en

Links

Classifications

    • 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
    • G05B23/0208Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the configuration of the monitoring system
    • G05B23/021Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the configuration of the monitoring system adopting a different treatment of each operating region or a different mode of the monitored system, e.g. transient modes; different operating configurations of monitored system
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B17/00Systems involving the use of models or simulators of said systems
    • G05B17/02Systems involving the use of models or simulators of said systems electric
    • 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

Abstract

A system and method Io facilitate the monitoring and diagnosis of a process control system and any elements thereof is disclosed with a specific premise of abnormal situation prevention in a heat exchanger. Monitoring and diagnosis of faults in a heat exchanger includes statistical analysis techniques, such as regression and load following. In particular, on-line process data is collected from an operating heat exchanger. A statistical analysis is used to develop a regression mode! of the process. The output may use a variety of parameters from the model and may include normalized process variables based on the training data, and process variable limits or model components. Each of the outputs may be used to generate visualizations for process monitoring and diagnostics and perform alarm diagnostics to detect abnormal situations in the heat exchanger.
PCT/US2007/079989 2006-09-28 2007-09-28 Abnormal situation prevention in a heat exchanger WO2008040018A2 (en)

Priority Applications (3)

Application Number Priority Date Filing Date Title
EP07843553.4A EP2057517B1 (en) 2006-09-28 2007-09-28 Abnormal situation prevention in a heat exchanger
CN200780036001XA CN101535909B (en) 2006-09-28 2007-09-28 Abnormal situation prevention in a heat exchanger
JP2009530658A JP5197610B2 (en) 2006-09-28 2007-09-28 Prevention of abnormal conditions in heat exchangers

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US84775006P 2006-09-28 2006-09-28
US60/847,750 2006-09-28

Publications (3)

Publication Number Publication Date
WO2008040018A2 WO2008040018A2 (en) 2008-04-03
WO2008040018A3 true WO2008040018A3 (en) 2008-05-22
WO2008040018A9 WO2008040018A9 (en) 2011-03-03

Family

ID=39098962

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2007/079989 WO2008040018A2 (en) 2006-09-28 2007-09-28 Abnormal situation prevention in a heat exchanger

Country Status (5)

Country Link
US (1) US8762106B2 (en)
EP (2) EP2392982B1 (en)
JP (2) JP5197610B2 (en)
CN (2) CN102789226B (en)
WO (1) WO2008040018A2 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111078488B (en) * 2018-10-18 2021-11-09 杭州海康威视数字技术股份有限公司 Data acquisition method, device, storage medium and system

Families Citing this family (43)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8145358B2 (en) * 2006-07-25 2012-03-27 Fisher-Rosemount Systems, Inc. Method and system for detecting abnormal operation of a level regulatory control loop
US8032341B2 (en) * 2007-01-04 2011-10-04 Fisher-Rosemount Systems, Inc. Modeling a process using a composite model comprising a plurality of regression models
US8032340B2 (en) * 2007-01-04 2011-10-04 Fisher-Rosemount Systems, Inc. Method and system for modeling a process variable in a process plant
US8042073B1 (en) 2007-11-28 2011-10-18 Marvell International Ltd. Sorted data outlier identification
NO329451B1 (en) * 2008-11-03 2010-10-25 Statoil Asa Procedure for maintaining pressure in the export gas from a well
US8529189B2 (en) * 2009-01-30 2013-09-10 Honeywell International Inc. Linear quadratic regulator control for bleed air system fan air valve
US8606554B2 (en) * 2009-10-19 2013-12-10 Siemens Aktiengesellschaft Heat flow model for building fault detection and diagnosis
JP5341800B2 (en) * 2010-03-11 2013-11-13 アズビル株式会社 Control model update device, control model update method, air conditioning control system, data validity judgment device
TWI515522B (en) * 2010-12-28 2016-01-01 萬國商業機器公司 Method, computer program, and computer for determining system situation
US8949668B2 (en) * 2011-05-23 2015-02-03 The Boeing Company Methods and systems for use in identifying abnormal behavior in a control system including independent comparisons to user policies and an event correlation model
US9772256B2 (en) * 2012-01-19 2017-09-26 Fuji Machine Mfg. Co., Ltd. Tool abnormality determination system
US9689790B2 (en) * 2012-07-05 2017-06-27 Honeywell International Inc. Environmental control systems and techniques for monitoring heat exchanger fouling
US9482084B2 (en) * 2012-09-06 2016-11-01 Exxonmobil Upstream Research Company Drilling advisory systems and methods to filter data
CN104919384B (en) * 2012-11-19 2018-09-18 Abb瑞士股份有限公司 For plant maintenance and/or the assessment of the power system device of risk-based inspection
US10860013B2 (en) * 2012-11-19 2020-12-08 Abb Power Grids Switzerland Ag Power system equipment design flaw identification
WO2014184421A1 (en) * 2013-05-17 2014-11-20 Rocsole Ltd Arrangement and method for monitoring scaling in heat exchanger
US10037128B2 (en) * 2014-02-04 2018-07-31 Falkonry, Inc. Operating behavior classification interface
JP6439288B2 (en) * 2014-06-18 2018-12-19 ヤマハ株式会社 Composite information management apparatus and composite information management method
CN104180845A (en) * 2014-09-16 2014-12-03 哈尔滨恒誉名翔科技有限公司 Underwater unmanned aircraft sensor state diagnosing and signal restoring method
US10495547B2 (en) * 2015-06-08 2019-12-03 Hamilton Sundstrand Corporation Plate-fin heat exchanger fouling identification
US10317261B2 (en) * 2015-06-30 2019-06-11 Johnson Controls Technology Company Systems and methods for controlling flow rate using differential pressure measurements
US9865156B2 (en) * 2015-09-23 2018-01-09 Schneider Electric Systems Usa, Inc. System for contextualizing and resolving alerts
CN108351639B (en) 2015-11-19 2021-08-31 开利公司 Diagnostic system for a chiller and method of evaluating chiller performance
US10346585B2 (en) * 2016-02-22 2019-07-09 Hamilton Sundstrand Corporation Method of predicting heat exchanger blockage via ram air fan surge margin
US10481018B2 (en) * 2016-04-19 2019-11-19 General Electric Company Evaluating performance of a fluid transport system using limited sensor data
US10444714B2 (en) * 2016-06-21 2019-10-15 General Electric Company Machine monitoring device
JP6747218B2 (en) * 2016-09-28 2020-08-26 横河電機株式会社 Plant simulation device and plant simulation method
JP6869755B2 (en) * 2017-03-07 2021-05-12 オークマ株式会社 Condition diagnostic device
PT3598257T (en) * 2017-03-17 2022-03-02 Nec Corp Information processing device, information processing method, and recording medium in which information processing program is recorded
US10346228B2 (en) 2017-07-12 2019-07-09 Siemens Aktiengesellschaft Method and system for deviation detection in sensor datasets
DE102017116834A1 (en) * 2017-07-25 2019-01-31 Samson Ag Method for diagnosing a heat exchanger
AU2018337629B2 (en) 2017-09-19 2024-02-01 Ecolab Usa Inc. Cooling water monitoring and control system
PL3707457T3 (en) * 2017-11-10 2023-01-09 Ecolab USA, Inc. Cooling water monitoring and control method
KR102126427B1 (en) * 2017-12-18 2020-06-24 포스코에너지 주식회사 high pressure pump failure prediction Method And System
GB2578268B (en) 2018-01-29 2021-12-29 Ge Aviat Systems Ltd Configurable network switch for industrial control systems including deterministic networks
JP7032261B2 (en) * 2018-07-24 2022-03-08 日立グローバルライフソリューションズ株式会社 Anomaly detection system and anomaly detection method
WO2020090715A1 (en) * 2018-11-01 2020-05-07 日本電気株式会社 Process management device, process management method, and process management program storage medium
CN111489517B (en) * 2019-01-25 2023-08-01 富士康精密电子(太原)有限公司 Screw locking abnormality warning method, device, computer device and storage medium
JP7281394B2 (en) * 2019-12-23 2023-05-25 株式会社日立製作所 Abnormal diagnosis device and program
CN111694344B (en) * 2020-06-19 2023-09-15 海南大学 Potato harvester fault diagnosis system and method
US11668488B2 (en) 2020-09-11 2023-06-06 Rheem Manufacturing Company System and method of controlling a heat transfer system
WO2023288272A1 (en) * 2021-07-16 2023-01-19 Siemens Healthcare Diagnostics Inc. Detection of abnormal heat exchanger operating condition
EP4206554A1 (en) * 2021-12-29 2023-07-05 Bosch Termoteknik Isitma ve Klima Sanayi Ticaret Anonim Sirketi System for determining the remaining service life of the heat exchanger of water heaters

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060144057A1 (en) * 2004-12-30 2006-07-06 Industrial Technology Research Institute Key performance index calculation and real-time condition monitoring methods for heat exchanger

Family Cites Families (204)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4050506A (en) * 1976-03-25 1977-09-27 Phillips Petroleum Company Stepwise turndown by closing heat exchanger passageways responsive to measured flow
US4607325A (en) 1981-10-21 1986-08-19 Honeywell Inc. Discontinuous optimization procedure modelling the run-idle status of plural process components
US4527271A (en) 1982-08-17 1985-07-02 The Foxboro Company Process control system with improved fault isolation
US4734873A (en) 1984-02-02 1988-03-29 Honeywell Inc. Method of digital process variable transmitter calibration and a process variable transmitter system utilizing the same
US4763243A (en) 1984-06-21 1988-08-09 Honeywell Bull Inc. Resilient bus system
US4657179A (en) 1984-12-26 1987-04-14 Honeywell Inc. Distributed environmental/load control system
JPH06105158B2 (en) * 1985-10-23 1994-12-21 株式会社日立製作所 Heat exchanger performance improvement device
US4908746A (en) 1986-10-15 1990-03-13 United States Data Corporation Industrial control system
US5541833A (en) 1987-03-30 1996-07-30 The Foxboro Company Multivariable feedforward adaptive controller
US5043863A (en) 1987-03-30 1991-08-27 The Foxboro Company Multivariable adaptive feedforward controller
US4885694A (en) 1987-04-29 1989-12-05 Honeywell Inc. Automated building control design system
US5006992A (en) 1987-09-30 1991-04-09 Du Pont De Nemours And Company Process control system with reconfigurable expert rules and control modules
US4907167A (en) 1987-09-30 1990-03-06 E. I. Du Pont De Nemours And Company Process control system with action logging
US4910691A (en) 1987-09-30 1990-03-20 E.I. Du Pont De Nemours & Co. Process control system with multiple module sequence options
US4965742A (en) 1987-09-30 1990-10-23 E. I. Du Pont De Nemours And Company Process control system with on-line reconfigurable modules
US5193143A (en) 1988-01-12 1993-03-09 Honeywell Inc. Problem state monitoring
US5488697A (en) 1988-01-12 1996-01-30 Honeywell Inc. Problem state monitoring system
US4853175A (en) 1988-03-10 1989-08-01 The Babcock & Wilcox Company Power plant interactive display
US5050095A (en) 1988-05-31 1991-09-17 Honeywell Inc. Neural network auto-associative memory with two rules for varying the weights
US4944035A (en) 1988-06-24 1990-07-24 Honeywell Inc. Measurement of thermal conductivity and specific heat
US4956793A (en) 1988-06-24 1990-09-11 Honeywell Inc. Method and apparatus for measuring the density of fluids
US5373452A (en) 1988-09-02 1994-12-13 Honeywell Inc. Intangible sensor and method for making same
US5008810A (en) 1988-09-29 1991-04-16 Process Modeling Investment Corp. System for displaying different subsets of screen views, entering different amount of information, and determining correctness of input dependent upon current user input
US5140530A (en) 1989-03-28 1992-08-18 Honeywell Inc. Genetic algorithm synthesis of neural networks
US5070458A (en) 1989-03-31 1991-12-03 Honeywell Inc. Method of analyzing and predicting both airplane and engine performance characteristics
US5015934A (en) 1989-09-25 1991-05-14 Honeywell Inc. Apparatus and method for minimizing limit cycle using complementary filtering techniques
US5187674A (en) 1989-12-28 1993-02-16 Honeywell Inc. Versatile, overpressure proof, absolute pressure sensor
US5442544A (en) 1990-01-26 1995-08-15 Honeywell Inc. Single input single output rate optimal controller
US5134574A (en) 1990-02-27 1992-07-28 The Foxboro Company Performance control apparatus and method in a processing plant
US5018215A (en) 1990-03-23 1991-05-21 Honeywell Inc. Knowledge and model based adaptive signal processor
EP0462815B1 (en) 1990-06-21 1996-09-25 Honeywell Inc. Receding horizon based adaptive control having means for minimizing operating costs
US5121467A (en) 1990-08-03 1992-06-09 E.I. Du Pont De Nemours & Co., Inc. Neural network/expert system process control system and method
US5224203A (en) 1990-08-03 1993-06-29 E. I. Du Pont De Nemours & Co., Inc. On-line process control neural network using data pointers
US5282261A (en) 1990-08-03 1994-01-25 E. I. Du Pont De Nemours And Co., Inc. Neural network process measurement and control
US5197114A (en) 1990-08-03 1993-03-23 E. I. Du Pont De Nemours & Co., Inc. Computer neural network regulatory process control system and method
US5167009A (en) 1990-08-03 1992-11-24 E. I. Du Pont De Nemours & Co. (Inc.) On-line process control neural network using data pointers
US5142612A (en) 1990-08-03 1992-08-25 E. I. Du Pont De Nemours & Co. (Inc.) Computer neural network supervisory process control system and method
US5212765A (en) 1990-08-03 1993-05-18 E. I. Du Pont De Nemours & Co., Inc. On-line training neural network system for process control
DE69128996T2 (en) 1990-10-10 1998-09-10 Honeywell Inc Identification of a process system
EP0496570B1 (en) 1991-01-22 1998-06-03 Honeywell Inc. Two-level system identifier apparatus with optimization
US5291190A (en) 1991-03-28 1994-03-01 Combustion Engineering, Inc. Operator interface for plant component control system
US5161013A (en) 1991-04-08 1992-11-03 Honeywell Inc. Data projection system with compensation for nonplanar screen
US5189232A (en) 1991-06-27 1993-02-23 University Of Utah Method of making jet fuel compositions via a dehydrocondensation reaction process
US5333298A (en) 1991-08-08 1994-07-26 Honeywell Inc. System for making data available to an outside software package by utilizing a data file which contains source and destination information
EP0612405B1 (en) 1991-10-23 2001-08-01 Honeywell Inc. Apparatus for combustionless measuring fuel gas quality
US5396415A (en) 1992-01-31 1995-03-07 Honeywell Inc. Neruo-pid controller
US5398303A (en) 1992-02-28 1995-03-14 Yamatake-Honeywell Co., Ltd. Fuzzy data processing method and data smoothing filter
US5353207A (en) 1992-06-10 1994-10-04 Pavilion Technologies, Inc. Residual activation neural network
US5369599A (en) 1992-08-04 1994-11-29 Honeywell Inc. Signal metric estimator
US5692158A (en) 1992-08-28 1997-11-25 Abb Power T&D Company Inc. Methods for generating models of non-linear systems and components and for evaluating parameters in relation to such non-linear models
US5384698A (en) 1992-08-31 1995-01-24 Honeywell Inc. Structured multiple-input multiple-output rate-optimal controller
JP2794142B2 (en) 1992-09-14 1998-09-03 株式会社山武 Information processing device
US5477444A (en) 1992-09-14 1995-12-19 Bhat; Naveen V. Control system using an adaptive neural network for target and path optimization for a multivariable, nonlinear process
US5729661A (en) 1992-11-24 1998-03-17 Pavilion Technologies, Inc. Method and apparatus for preprocessing input data to a neural network
JPH08505967A (en) 1992-11-24 1996-06-25 パヴィリオン・テクノロジーズ・インコーポレイテッド Method and apparatus for operating a neural network with missing and / or incomplete data
JP2952124B2 (en) 1992-11-25 1999-09-20 富士写真フイルム株式会社 Photo processing machine failure diagnosis system
US5311562A (en) 1992-12-01 1994-05-10 Westinghouse Electric Corp. Plant maintenance with predictive diagnostics
JP3234949B2 (en) 1992-12-14 2001-12-04 ハネウエル・インコーポレーテッド Flexible way to create recipes in process control systems
US5486996A (en) 1993-01-22 1996-01-23 Honeywell Inc. Parameterized neurocontrollers
US5351184A (en) 1993-01-26 1994-09-27 Honeywell Inc. Method of multivariable predictive control utilizing range control
DE69421305T2 (en) 1993-02-15 2000-07-20 Hitachi Ltd Method and device for preventive maintenance of system components
WO1994020887A2 (en) 1993-03-02 1994-09-15 Pavilion Technologies, Inc. Method and apparatus for analyzing a neural network within desired operating parameter constraints
US5390326A (en) 1993-04-30 1995-02-14 The Foxboro Company Local area network with fault detection and recovery
FR2705155A1 (en) * 1993-05-12 1994-11-18 Philips Laboratoire Electroniq Apparatus and method for generating an approximation function
JP3147586B2 (en) 1993-05-21 2001-03-19 株式会社日立製作所 Plant monitoring and diagnosis method
US5909541A (en) 1993-07-14 1999-06-01 Honeywell Inc. Error detection and correction for data stored across multiple byte-wide memory devices
ZA947893B (en) 1993-09-05 1995-05-24 George Hans Lowe An indicating system
US5552984A (en) 1993-09-16 1996-09-03 Trw Inc. Diagnostic system for complex systems using virtual components
US5486920A (en) 1993-10-01 1996-01-23 Honeywell, Inc. Laser gyro dither strippr gain correction method and apparatus
US5408406A (en) 1993-10-07 1995-04-18 Honeywell Inc. Neural net based disturbance predictor for model predictive control
US5596704A (en) 1993-11-11 1997-01-21 Bechtel Group, Inc. Process flow diagram generator
JP2929259B2 (en) 1993-12-27 1999-08-03 株式会社山武 controller
JPH07324851A (en) * 1994-05-30 1995-12-12 Sanyo Electric Co Ltd Malfunction detecting method for heat exchanger and absorption type hot and chilled water generator
US5666297A (en) 1994-05-13 1997-09-09 Aspen Technology, Inc. Plant simulation and optimization software apparatus and method using dual execution models
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
US5461570A (en) 1994-06-10 1995-10-24 Johnson & Johnson Vision Products, Inc. Computer system for quality control correlations
US5533413A (en) 1994-06-30 1996-07-09 Yokogawa Electric Corporation Equipment diagnosis system
US5546301A (en) 1994-07-19 1996-08-13 Honeywell Inc. Advanced equipment control system
KR100220054B1 (en) 1994-07-29 1999-09-01 정몽규 Error detective device and its method
US5687090A (en) 1994-09-01 1997-11-11 Aspen Technology, Inc. Polymer component characterization method and process simulation apparatus
JPH08129415A (en) 1994-10-31 1996-05-21 Hitachi Ltd Support system for analysis of plant failure
US5570282A (en) 1994-11-01 1996-10-29 The Foxboro Company Multivariable nonlinear process controller
US5566065A (en) 1994-11-01 1996-10-15 The Foxboro Company Method and apparatus for controlling multivariable nonlinear processes
US5704011A (en) 1994-11-01 1997-12-30 The Foxboro Company Method and apparatus for providing multivariable nonlinear control
WO1996030843A1 (en) 1995-03-31 1996-10-03 Abb Power T & D Company Inc. System for optimizing power network design reliability
US5572420A (en) 1995-04-03 1996-11-05 Honeywell Inc. Method of optimal controller design for multivariable predictive control utilizing range control
US5574638A (en) 1995-04-03 1996-11-12 Lu; Zhuxin J. Method of optimal scaling of variables in a multivariable predictive controller utilizing range control
US5561599A (en) 1995-06-14 1996-10-01 Honeywell Inc. Method of incorporating independent feedforward control in a multivariable predictive controller
US5680409A (en) 1995-08-11 1997-10-21 Fisher-Rosemount Systems, Inc. Method and apparatus for detecting and identifying faulty sensors in a process
US6144952A (en) 1995-09-20 2000-11-07 Keeler; James D. Predictive network with learned preprocessing parameters
US6033257A (en) 1995-11-20 2000-03-07 The Foxboro Company I/O connector module for a field controller in a distributed control system
US6076124A (en) 1995-10-10 2000-06-13 The Foxboro Company Distributed control system including a compact easily-extensible and serviceable field controller
US6008985A (en) 1995-11-20 1999-12-28 The Foxboro Company Industrial field controlling device with controller and expansion modules
US5940290A (en) 1995-12-06 1999-08-17 Honeywell Inc. Method of predictive maintenance of a process control system having fluid movement
US6094600A (en) 1996-02-06 2000-07-25 Fisher-Rosemount Systems, Inc. System and method for managing a transaction database of records of changes to field device configurations
US5764891A (en) 1996-02-15 1998-06-09 Rosemount Inc. Process I/O to fieldbus interface circuit
US5819050A (en) 1996-02-29 1998-10-06 The Foxboro Company Automatically configurable multi-purpose distributed control processor card for an industrial control system
US5761518A (en) 1996-02-29 1998-06-02 The Foxboro Company System for replacing control processor by operating processor in partially disabled mode for tracking control outputs and in write enabled mode for transferring control loops
US5819232A (en) 1996-03-22 1998-10-06 E. I. Du Pont De Nemours And Company Method and apparatus for inventory control of a manufacturing or distribution process
US7085610B2 (en) 1996-03-28 2006-08-01 Fisher-Rosemount Systems, Inc. Root cause diagnostics
US6017143A (en) 1996-03-28 2000-01-25 Rosemount Inc. Device in a process system for detecting events
US6539267B1 (en) 1996-03-28 2003-03-25 Rosemount Inc. Device in a process system for determining statistical parameter
US5768119A (en) 1996-04-12 1998-06-16 Fisher-Rosemount Systems, Inc. Process control system including alarm priority adjustment
US5828851A (en) 1996-04-12 1998-10-27 Fisher-Rosemount Systems, Inc. Process control system using standard protocol control of standard devices and nonstandard devices
US5877954A (en) 1996-05-03 1999-03-02 Aspen Technology, Inc. Hybrid linear-neural network process control
US5809490A (en) 1996-05-03 1998-09-15 Aspen Technology Inc. Apparatus and method for selecting a working data set for model development
US6110214A (en) * 1996-05-03 2000-08-29 Aspen Technology, Inc. Analyzer for modeling and optimizing maintenance operations
US6047221A (en) 1997-10-03 2000-04-04 Pavilion Technologies, Inc. Method for steady-state identification based upon identified dynamics
US5742513A (en) 1996-05-15 1998-04-21 Abb Power T&D Company Inc. Methods and systems for automatic testing of a relay
US5918233A (en) 1996-05-30 1999-06-29 The Foxboro Company Methods and systems for providing electronic documentation to users of industrial process control systems
US5805442A (en) 1996-05-30 1998-09-08 Control Technology Corporation Distributed interface architecture for programmable industrial control systems
US5715158A (en) 1996-05-31 1998-02-03 Abb Industrial Systems, Inc. Method and apparatus for controlling an extended process
US5949417A (en) 1997-01-31 1999-09-07 The Foxboro Company Dynamic property sheet system
US5984502A (en) 1996-06-14 1999-11-16 The Foxboro Company Keypad annunciator graphical user interface
US5907701A (en) 1996-06-14 1999-05-25 The Foxboro Company Management of computer processes having differing operational parameters through an ordered multi-phased startup of the computer processes
US6014598A (en) 1996-06-28 2000-01-11 Arcelik A.S. Model-based fault detection system for electric motors
US5847952A (en) 1996-06-28 1998-12-08 Honeywell Inc. Nonlinear-approximator-based automatic tuner
US5892679A (en) 1996-09-13 1999-04-06 Honeywell-Measurex Corporation Method and system for controlling a multiple input/output process with minimum latency using a pseudo inverse constant
US5777872A (en) 1996-09-13 1998-07-07 Honeywell-Measurex Corporation Method and system for controlling a multiple input/output process with minimum latency
US5796609A (en) 1996-09-13 1998-08-18 Honeywell-Measurex Corporation Method and apparatus for internal model control using a state variable feedback signal
US5898869A (en) 1996-09-20 1999-04-27 The Foxboro Company Method and system for PCMCIA card boot from dual-ported memory
US5960441A (en) 1996-09-24 1999-09-28 Honeywell Inc. Systems and methods for providing dynamic data referencing in a generic data exchange environment
US6041263A (en) 1996-10-01 2000-03-21 Aspen Technology, Inc. Method and apparatus for simulating and optimizing a plant model
US5970430A (en) 1996-10-04 1999-10-19 Fisher Controls International, Inc. Local device and process diagnostics in a process control network having distributed control functions
US5892939A (en) 1996-10-07 1999-04-06 Honeywell Inc. Emulator for visual display object files and method of operation thereof
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
US5909586A (en) 1996-11-06 1999-06-01 The Foxboro Company Methods and systems for interfacing with an interface powered I/O device
US5905989A (en) 1996-11-27 1999-05-18 Bently Nevada Corporation Knowledge manager relying on a hierarchical default expert system: apparatus and method
US5948101A (en) 1996-12-02 1999-09-07 The Foxboro Company Methods and systems for booting a computer in a distributed computing system
EP0948759B1 (en) 1996-12-31 2002-08-07 Rosemount Inc. Device in a process system for validating a control signal from a field device
US6078843A (en) 1997-01-24 2000-06-20 Honeywell Inc. Neural network including input normalization for use in a closed loop control system
US6067505A (en) 1997-04-10 2000-05-23 The Foxboro Company Method and apparatus for self-calibration of a coordinated control system for an electric power generating station
US6122555A (en) 1997-05-05 2000-09-19 Honeywell International Inc. System and methods for globally optimizing a process facility
US6055483A (en) 1997-05-05 2000-04-25 Honeywell, Inc. Systems and methods using bridge models to globally optimize a process facility
US6106785A (en) 1997-06-30 2000-08-22 Honeywell Inc. Polymerization process controller
DE19732046A1 (en) 1997-07-25 1999-01-28 Abb Patent Gmbh Process diagnostic system and method for diagnosing processes and states of a technical process
US5988847A (en) 1997-08-22 1999-11-23 Honeywell Inc. Systems and methods for implementing a dynamic cache in a supervisory control system
US5901058A (en) 1997-08-22 1999-05-04 Honeywell Inc. System and methods for achieving heterogeneous data flow between algorithm blocks in a distributed control system
US6282454B1 (en) 1997-09-10 2001-08-28 Schneider Automation Inc. Web interface to a programmable controller
US6128279A (en) 1997-10-06 2000-10-03 Web Balance, Inc. System for balancing loads among network servers
US5909370A (en) 1997-12-22 1999-06-01 Honeywell Inc. Method of predicting overshoot in a control system response
US6093211A (en) 1998-04-09 2000-07-25 Aspen Technology, Inc. Polymer property distribution functions methodology and simulators
FI114745B (en) 1998-06-01 2004-12-15 Metso Automation Oy Control systems for field devices
FI108678B (en) 1998-06-17 2002-02-28 Neles Controls Oy Control systems for field devices
US6246950B1 (en) 1998-09-01 2001-06-12 General Electric Company Model based assessment of locomotive engines
US6332110B1 (en) 1998-12-17 2001-12-18 Perlorica, Inc. Method for monitoring advanced separation and/or ion exchange processes
US6298454B1 (en) 1999-02-22 2001-10-02 Fisher-Rosemount Systems, Inc. Diagnostics in a process control system
US7562135B2 (en) 2000-05-23 2009-07-14 Fisher-Rosemount Systems, Inc. Enhanced fieldbus device alerts in a process control system
US8044793B2 (en) 2001-03-01 2011-10-25 Fisher-Rosemount Systems, Inc. Integrated device alerts in a process control system
US7206646B2 (en) 1999-02-22 2007-04-17 Fisher-Rosemount Systems, Inc. Method and apparatus for performing a function in a plant using process performance monitoring with process equipment monitoring and control
US6975219B2 (en) 2001-03-01 2005-12-13 Fisher-Rosemount Systems, Inc. Enhanced hart device alerts in a process control system
US6633782B1 (en) 1999-02-22 2003-10-14 Fisher-Rosemount Systems, Inc. Diagnostic expert in a process control system
JP4046309B2 (en) 1999-03-12 2008-02-13 株式会社東芝 Plant monitoring device
US6296193B1 (en) * 1999-09-30 2001-10-02 Johnson Controls Technology Co. Controller for operating a dual duct variable air volume terminal unit of an environmental control system
US6445963B1 (en) 1999-10-04 2002-09-03 Fisher Rosemount Systems, Inc. Integrated advanced control blocks in process control systems
US6421571B1 (en) 2000-02-29 2002-07-16 Bently Nevada Corporation Industrial plant asset management system: apparatus and method
GB2360357A (en) 2000-03-17 2001-09-19 Alex Davidkhanian Slag detector for molten steel transfer operations
US6622059B1 (en) * 2000-04-13 2003-09-16 Advanced Micro Devices, Inc. Automated process monitoring and analysis system for semiconductor processing
DE10018859A1 (en) 2000-04-14 2001-10-18 Bosch Gmbh Robert System for monitoring a measurement, control and regulating (MCR) device e.g. for combustion engine, includes counter which increases it count-state with the occurrence of a fault function to enable the operating state of the MCR device
GB0009484D0 (en) * 2000-04-17 2000-06-07 Secure Options Ltd A security system
US6609036B1 (en) 2000-06-09 2003-08-19 Randall L. Bickford Surveillance system and method having parameter estimation and operating mode partitioning
US6636862B2 (en) 2000-07-05 2003-10-21 Camo, Inc. Method and system for the dynamic analysis of data
US7233886B2 (en) 2001-01-19 2007-06-19 Smartsignal Corporation Adaptive modeling of changed states in predictive condition monitoring
US6795798B2 (en) 2001-03-01 2004-09-21 Fisher-Rosemount Systems, Inc. Remote analysis of process control plant data
CN100524130C (en) 2001-03-01 2009-08-05 费舍-柔斯芒特系统股份有限公司 Automatic work command/unit command generation and track
US7539597B2 (en) * 2001-04-10 2009-05-26 Smartsignal Corporation Diagnostic systems and methods for predictive condition monitoring
US6594589B1 (en) 2001-05-23 2003-07-15 Advanced Micro Devices, Inc. Method and apparatus for monitoring tool health
US6711523B2 (en) 2001-05-24 2004-03-23 Simmonds Precision Products, Inc. Method and apparatus for determining a condition indicator for use in evaluating the health of a component
US7162534B2 (en) 2001-07-10 2007-01-09 Fisher-Rosemount Systems, Inc. Transactional data communications for process control systems
JP2003223219A (en) * 2002-01-31 2003-08-08 Toshiba Corp Apparatus and method of state evaluation for monitoring plant, and evaluation program for plant data
US6901300B2 (en) 2002-02-07 2005-05-31 Fisher-Rosemount Systems, Inc.. Adaptation of advanced process control blocks in response to variable process delay
JP4026402B2 (en) * 2002-04-30 2007-12-26 栗田エンジニアリング株式会社 Cleaning method of heat exchanger
US7295954B2 (en) * 2002-09-26 2007-11-13 Lam Research Corporation Expert knowledge methods and systems for data analysis
WO2004042306A2 (en) * 2002-11-01 2004-05-21 Cooligy, Inc. Method and apparatus for achieving temperature uniformity and hot spot cooling in a heat producing device
US7451021B2 (en) 2003-05-06 2008-11-11 Edward Wilson Model-based fault detection and isolation for intermittently active faults with application to motion-based thruster fault detection and isolation for spacecraft
JP2004334418A (en) 2003-05-06 2004-11-25 Univ Waseda Abnormality detecting device and method for automation system
CA2535356A1 (en) * 2003-08-13 2005-03-03 Cargill, Incorporated Computer-aided modeling and manufacture of products
US6952657B2 (en) * 2003-09-10 2005-10-04 Peak Sensor Systems Llc Industrial process fault detection using principal component analysis
US7328126B2 (en) 2003-09-12 2008-02-05 Tokyo Electron Limited Method and system of diagnosing a processing system using adaptive multivariate analysis
US7455099B2 (en) * 2003-12-19 2008-11-25 General Electric Company Heat exchanger performance monitoring and analysis method and system
US7257515B2 (en) 2004-03-03 2007-08-14 Hewlett-Packard Development Company, L.P. Sliding window for alert generation
US7079984B2 (en) * 2004-03-03 2006-07-18 Fisher-Rosemount Systems, Inc. Abnormal situation prevention in a process plant
US7451003B2 (en) 2004-03-04 2008-11-11 Falconeer Technologies Llc Method and system of monitoring, sensor validation and predictive fault analysis
JP2005284982A (en) * 2004-03-30 2005-10-13 Matsushita Electric Works Ltd Abnormality diagnosis apparatus, abnormality diagnosis method, power generator monitoring system, and fuel exhaustion notification device
JP2007531991A (en) 2004-03-31 2007-11-08 ハイドロクール ピーティーワイ リミテッド Heat exchanger
KR100839071B1 (en) 2004-05-13 2008-06-19 삼성전자주식회사 A system and method for monitoring conditions of a processing tool
CA2567139A1 (en) * 2004-06-12 2005-12-29 Fisher-Rosemount Systems, Inc. System and method for detecting an abnormal situation associated with a process gain of a control loop
AT7710U3 (en) * 2004-06-30 2006-07-15 Avl List Gmbh METHOD FOR CREATING A MODEL OF A CONTROL SIZE FOR NONLINEAR, STATIONARY REAL SYSTEMS, FOR EXAMPLE, COMBUSTION ENGINES OR SUBSYSTEMS THEREOF
US20060074598A1 (en) * 2004-09-10 2006-04-06 Emigholz Kenneth F Application of abnormal event detection technology to hydrocracking units
US7151976B2 (en) * 2004-09-17 2006-12-19 Mks Instruments, Inc. Multivariate control of semiconductor processes
WO2006033141A1 (en) * 2004-09-22 2006-03-30 Takasago Thermal Engineering Co., Ltd. Freezing detection method for ice making apparatus and ice making apparatus
US20060067388A1 (en) 2004-09-30 2006-03-30 Hossein Sedarat Methods and apparatuses for detecting impulse noise in a multi-carrier communication system
JP4376799B2 (en) 2005-01-19 2009-12-02 株式会社日立製作所 Ignition timing control device for internal combustion engine
WO2006107952A1 (en) 2005-04-04 2006-10-12 Fisher-Rosemount Systems, Inc. Diagnostics in industrial process control system
US7401263B2 (en) 2005-05-19 2008-07-15 International Business Machines Corporation System and method for early detection of system component failure
US7702780B2 (en) 2005-06-22 2010-04-20 International Business Machines Corporation Monitoring method, system, and computer program based on severity and persistence of problems
US20070100475A1 (en) * 2005-10-25 2007-05-03 Korchinski William J Method and apparatus for applying reduced nonlinear models to optimization of an operation
US20070097873A1 (en) 2005-10-31 2007-05-03 Honeywell International Inc. Multiple model estimation in mobile ad-hoc networks
US7966150B2 (en) 2005-11-17 2011-06-21 Florida Power & Light Company Data analysis applications
US7761172B2 (en) 2006-03-21 2010-07-20 Exxonmobil Research And Engineering Company Application of abnormal event detection (AED) technology to polymers
US8145358B2 (en) 2006-07-25 2012-03-27 Fisher-Rosemount Systems, Inc. Method and system for detecting abnormal operation of a level regulatory control loop
US8606544B2 (en) 2006-07-25 2013-12-10 Fisher-Rosemount Systems, Inc. Methods and systems for detecting deviation of a process variable from expected values
US7912676B2 (en) 2006-07-25 2011-03-22 Fisher-Rosemount Systems, Inc. Method and system for detecting abnormal operation in a process plant
US7657399B2 (en) 2006-07-25 2010-02-02 Fisher-Rosemount Systems, Inc. Methods and systems for detecting deviation of a process variable from expected values

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060144057A1 (en) * 2004-12-30 2006-07-06 Industrial Technology Research Institute Key performance index calculation and real-time condition monitoring methods for heat exchanger

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111078488B (en) * 2018-10-18 2021-11-09 杭州海康威视数字技术股份有限公司 Data acquisition method, device, storage medium and system

Also Published As

Publication number Publication date
WO2008040018A2 (en) 2008-04-03
EP2057517A2 (en) 2009-05-13
CN101535909B (en) 2012-08-29
CN102789226A (en) 2012-11-21
CN101535909A (en) 2009-09-16
US20080082304A1 (en) 2008-04-03
EP2392982A3 (en) 2012-03-28
EP2057517B1 (en) 2013-06-12
JP5650173B2 (en) 2015-01-07
JP5197610B2 (en) 2013-05-15
JP2013008385A (en) 2013-01-10
EP2392982B1 (en) 2015-03-25
JP2010506268A (en) 2010-02-25
WO2008040018A9 (en) 2011-03-03
US8762106B2 (en) 2014-06-24
EP2392982A2 (en) 2011-12-07
CN102789226B (en) 2015-07-01

Similar Documents

Publication Publication Date Title
WO2008040018A3 (en) Abnormal situation prevention in a heat exchanger
WO2008040019A3 (en) Abnormal situation prevention in a coker heater
CN103853152B (en) A kind of batch process fault monitoring method based on AR-PCA
EP3221579B1 (en) Wind turbine condition monitoring method and system
CN104573850B (en) A kind of Power Plant Equipment state evaluating method
ATE450830T1 (en) SENSOR FAULT DIAGNOSIS AND PREDICTION USING A COMPONENT MODEL AND TIMESCALE ORTHOGONAL DEVELOPMENTS
WO2007109320A3 (en) Application of abnormal event detection (aed) technology to polymers process
HK1112073A1 (en) Process plant monitoring based on multivariate statistical analysis and on- line process simulation
US20130060524A1 (en) Machine Anomaly Detection and Diagnosis Incorporating Operational Data
WO2008042786A3 (en) Multivariate detection of transient regions in a process control system
WO2009099815A8 (en) Method and apparatus for diagnosis of sensors faults using adaptive fuzzy logic
WO2006031750A3 (en) Application of abnormal event detection technology to hydrocracking units
WO2008033235A3 (en) Process data storage for process plant diagnostics development
WO2007005629A3 (en) Controller method, apparatus and article suitable for electric drive
WO2007124002A3 (en) Application of abnormal event detection technology to delayed coking unit
CN202049222U (en) Electric meter with relay state monitoring function
WO2010038063A3 (en) Assisting with updating a model for diagnosing failures in a system
WO2008042895A3 (en) Apparatus and method for controller performance monitoring in a process control system
Zhang Automatic fault prediction of wind turbine main bearing based on SCADA data and artificial neural network
NZ590408A (en) An online diagnostic method and system for a geothermal generation facility
DE102012101069A1 (en) Power generation system and method for monitoring its operation
An et al. Detection of process anomalies using an improved statistical learning framework
CN104569814B (en) A kind of DC traction motor health status real-time analysis method based on approximate entropy
WO2008042739A3 (en) On-line monitoring and diagnostics of a process using multivariate statistical analysis
CN114320773B (en) Wind turbine generator system fault early warning method based on power curve analysis and neural network

Legal Events

Date Code Title Description
WWE Wipo information: entry into national phase

Ref document number: 200780036001.X

Country of ref document: CN

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

Ref document number: 07843553

Country of ref document: EP

Kind code of ref document: A2

WWE Wipo information: entry into national phase

Ref document number: 2007843553

Country of ref document: EP

ENP Entry into the national phase

Ref document number: 2009530658

Country of ref document: JP

Kind code of ref document: A

NENP Non-entry into the national phase

Ref country code: DE