ATE324623T1 - Verfahren und system zum analysieren der steuerschaltungsleistungsfähigkeit in einem industriellen prozess - Google Patents

Verfahren und system zum analysieren der steuerschaltungsleistungsfähigkeit in einem industriellen prozess

Info

Publication number
ATE324623T1
ATE324623T1 AT02755049T AT02755049T ATE324623T1 AT E324623 T1 ATE324623 T1 AT E324623T1 AT 02755049 T AT02755049 T AT 02755049T AT 02755049 T AT02755049 T AT 02755049T AT E324623 T1 ATE324623 T1 AT E324623T1
Authority
AT
Austria
Prior art keywords
control circuit
state
indices
values
industrial process
Prior art date
Application number
AT02755049T
Other languages
English (en)
Inventor
Mats Friman
Timo Harju
Arto Marttinen
Matti Ketonen
Original Assignee
Metso Automation Oy
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 Metso Automation Oy filed Critical Metso Automation Oy
Application granted granted Critical
Publication of ATE324623T1 publication Critical patent/ATE324623T1/de

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Classifications

    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • 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
    • G05B13/0275—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 only

Landscapes

  • Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Fuzzy Systems (AREA)
  • Medical Informatics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Feedback Control In General (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Supply And Distribution Of Alternating Current (AREA)
  • Debugging And Monitoring (AREA)
  • Test And Diagnosis Of Digital Computers (AREA)
AT02755049T 2001-08-31 2002-08-29 Verfahren und system zum analysieren der steuerschaltungsleistungsfähigkeit in einem industriellen prozess ATE324623T1 (de)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
FI20011742A FI20011742L (fi) 2001-08-31 2001-08-31 Menetelmä ja järjestelmä teollisuusprosessin säätöpiirin suorituskyvun analysoimiseksi

Publications (1)

Publication Number Publication Date
ATE324623T1 true ATE324623T1 (de) 2006-05-15

Family

ID=8561826

Family Applications (1)

Application Number Title Priority Date Filing Date
AT02755049T ATE324623T1 (de) 2001-08-31 2002-08-29 Verfahren und system zum analysieren der steuerschaltungsleistungsfähigkeit in einem industriellen prozess

Country Status (6)

Country Link
US (1) US7216057B2 (de)
EP (1) EP1435023B1 (de)
AT (1) ATE324623T1 (de)
DE (1) DE60211002T2 (de)
FI (1) FI20011742L (de)
WO (1) WO2003019312A1 (de)

Families Citing this family (94)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7031880B1 (en) * 2004-05-07 2006-04-18 Johnson Controls Technology Company Method and apparatus for assessing performance of an environmental control system
US7383790B2 (en) 2005-06-06 2008-06-10 Emerson Process Management Power & Water Solutions, Inc. Method and apparatus for controlling soot blowing using statistical process control
US8509926B2 (en) * 2005-12-05 2013-08-13 Fisher-Rosemount Systems, Inc. Self-diagnostic process control loop for a process plant
US20070143451A1 (en) * 2005-12-20 2007-06-21 Johnson Controls Technology Company System and method for configuring a control system
CA2679632C (en) * 2007-03-12 2018-01-09 Emerson Process Management Power & Water Solutions, Inc. Method and apparatus for generalized performance evaluation of equipment using achievable performance derived from statistics and real-time data
US7801710B2 (en) * 2007-09-28 2010-09-21 Rockwell Automation Technologies, Inc. Simulation controls for model variability and randomness
US8548777B2 (en) * 2007-09-28 2013-10-01 Rockwell Automation Technologies, Inc. Automated recommendations from simulation
US20090089031A1 (en) * 2007-09-28 2009-04-02 Rockwell Automation Technologies, Inc. Integrated simulation of controllers and devices
US8069021B2 (en) * 2007-09-28 2011-11-29 Rockwell Automation Technologies, Inc. Distributed simulation and synchronization
US20090089029A1 (en) * 2007-09-28 2009-04-02 Rockwell Automation Technologies, Inc. Enhanced execution speed to improve simulation performance
US20090089234A1 (en) * 2007-09-28 2009-04-02 Rockwell Automation Technologies, Inc. Automated code generation for simulators
US7877231B2 (en) * 2008-07-22 2011-01-25 Honeywell International Inc. Electromechanical actuator and effector health management system and method
US9046891B2 (en) 2010-10-22 2015-06-02 Honeywell International Inc. Control effector health capabilities determination reasoning system and method
US9411327B2 (en) 2012-08-27 2016-08-09 Johnson Controls Technology Company Systems and methods for classifying data in building automation systems
US10534326B2 (en) 2015-10-21 2020-01-14 Johnson Controls Technology Company Building automation system with integrated building information model
US11268732B2 (en) 2016-01-22 2022-03-08 Johnson Controls Technology Company Building energy management system with energy analytics
US12196437B2 (en) 2016-01-22 2025-01-14 Tyco Fire & Security Gmbh Systems and methods for monitoring and controlling an energy plant
US11947785B2 (en) 2016-01-22 2024-04-02 Johnson Controls Technology Company Building system with a building graph
WO2017173167A1 (en) 2016-03-31 2017-10-05 Johnson Controls Technology Company Hvac device registration in a distributed building management system
US11774920B2 (en) 2016-05-04 2023-10-03 Johnson Controls Technology Company Building system with user presentation composition based on building context
US10505756B2 (en) 2017-02-10 2019-12-10 Johnson Controls Technology Company Building management system with space graphs
US10417451B2 (en) 2017-09-27 2019-09-17 Johnson Controls Technology Company Building system with smart entity personal identifying information (PII) masking
US10684033B2 (en) 2017-01-06 2020-06-16 Johnson Controls Technology Company HVAC system with automated device pairing
US11900287B2 (en) 2017-05-25 2024-02-13 Johnson Controls Tyco IP Holdings LLP Model predictive maintenance system with budgetary constraints
US11307538B2 (en) 2017-02-10 2022-04-19 Johnson Controls Technology Company Web services platform with cloud-eased feedback control
US11360447B2 (en) 2017-02-10 2022-06-14 Johnson Controls Technology Company Building smart entity system with agent based communication and control
US10169486B2 (en) 2017-02-10 2019-01-01 Johnson Controls Technology Company Building management system with timeseries processing
US10515098B2 (en) 2017-02-10 2019-12-24 Johnson Controls Technology Company Building management smart entity creation and maintenance using time series data
US10452043B2 (en) 2017-02-10 2019-10-22 Johnson Controls Technology Company Building management system with nested stream generation
US11994833B2 (en) 2017-02-10 2024-05-28 Johnson Controls Technology Company Building smart entity system with agent based data ingestion and entity creation using time series data
US11764991B2 (en) 2017-02-10 2023-09-19 Johnson Controls Technology Company Building management system with identity management
US12184444B2 (en) 2017-02-10 2024-12-31 Johnson Controls Technology Company Space graph based dynamic control for buildings
WO2018175912A1 (en) 2017-03-24 2018-09-27 Johnson Controls Technology Company Building management system with dynamic channel communication
US11327737B2 (en) 2017-04-21 2022-05-10 Johnson Controls Tyco IP Holdings LLP Building management system with cloud management of gateway configurations
US10788229B2 (en) 2017-05-10 2020-09-29 Johnson Controls Technology Company Building management system with a distributed blockchain database
EP3631704A4 (de) 2017-05-25 2021-07-21 Johnson Controls Technology Company Modellprädiktives wartungssystem für gebäudeausrüstung
US12597772B2 (en) 2017-06-07 2026-04-07 Tyco Fire & Security Gmbh Central plant control system with asset allocation override
US11022947B2 (en) 2017-06-07 2021-06-01 Johnson Controls Technology Company Building energy optimization system with economic load demand response (ELDR) optimization and ELDR user interfaces
WO2018232147A1 (en) 2017-06-15 2018-12-20 Johnson Controls Technology Company Building management system with artificial intelligence for unified agent based control of building subsystems
WO2019018304A1 (en) 2017-07-17 2019-01-24 Johnson Controls Technology Company SYSTEMS AND METHODS FOR BUILDING SIMULATION ON THE BASIS OF AN AGENT FOR OPTIMAL CONTROL
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US10809682B2 (en) 2017-11-15 2020-10-20 Johnson Controls Technology Company Building management system with optimized processing of building system data
US11281169B2 (en) 2017-11-15 2022-03-22 Johnson Controls Tyco IP Holdings LLP Building management system with point virtualization for online meters
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US11014466B2 (en) 2018-01-12 2021-05-25 Johnson Controls Technology Company Building energy optimization system with battery powered vehicle cost optimization
US11954713B2 (en) 2018-03-13 2024-04-09 Johnson Controls Tyco IP Holdings LLP Variable refrigerant flow system with electricity consumption apportionment
JP2020009230A (ja) * 2018-07-10 2020-01-16 横河電機株式会社 フィールド機器及び機器制御方法
US11016648B2 (en) 2018-10-30 2021-05-25 Johnson Controls Technology Company Systems and methods for entity visualization and management with an entity node editor
US11927925B2 (en) 2018-11-19 2024-03-12 Johnson Controls Tyco IP Holdings LLP Building system with a time correlated reliability data stream
US12367443B2 (en) 2019-01-14 2025-07-22 Tyco Fire & Security Gmbh System and method for showing key performance indicators
US11132649B2 (en) 2019-01-18 2021-09-28 Johnson Controls Tyco IP Holdings LLP Smart parking lot system
US10788798B2 (en) 2019-01-28 2020-09-29 Johnson Controls Technology Company Building management system with hybrid edge-cloud processing
US12197299B2 (en) 2019-12-20 2025-01-14 Tyco Fire & Security Gmbh Building system with ledger based software gateways
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WO2021138245A1 (en) 2019-12-31 2021-07-08 Johnson Controls Technology Company Building data platform
US12099334B2 (en) 2019-12-31 2024-09-24 Tyco Fire & Security Gmbh Systems and methods for presenting multiple BIM files in a single interface
US12100280B2 (en) 2020-02-04 2024-09-24 Tyco Fire & Security Gmbh Systems and methods for software defined fire detection and risk assessment
US11537386B2 (en) 2020-04-06 2022-12-27 Johnson Controls Tyco IP Holdings LLP Building system with dynamic configuration of network resources for 5G networks
US11874809B2 (en) 2020-06-08 2024-01-16 Johnson Controls Tyco IP Holdings LLP Building system with naming schema encoding entity type and entity relationships
US11397773B2 (en) 2020-09-30 2022-07-26 Johnson Controls Tyco IP Holdings LLP Building management system with semantic model integration
US11954154B2 (en) 2020-09-30 2024-04-09 Johnson Controls Tyco IP Holdings LLP Building management system with semantic model integration
US12346381B2 (en) 2020-09-30 2025-07-01 Tyco Fire & Security Gmbh Building management system with semantic model integration
US12058212B2 (en) 2020-10-30 2024-08-06 Tyco Fire & Security Gmbh Building management system with auto-configuration using existing points
US12061453B2 (en) 2020-12-18 2024-08-13 Tyco Fire & Security Gmbh Building management system performance index
US12235617B2 (en) 2021-02-08 2025-02-25 Tyco Fire & Security Gmbh Site command and control tool with dynamic model viewer
US11921481B2 (en) 2021-03-17 2024-03-05 Johnson Controls Tyco IP Holdings LLP Systems and methods for determining equipment energy waste
US12523975B2 (en) 2021-06-08 2026-01-13 Tyco Fire & Security Gmbh Building management system with intelligent visualization
US11899723B2 (en) 2021-06-22 2024-02-13 Johnson Controls Tyco IP Holdings LLP Building data platform with context based twin function processing
US12556893B2 (en) 2021-06-30 2026-02-17 Tyco Fire & Security Gmbh Digital twin incident response
US12578696B2 (en) 2021-11-16 2026-03-17 Tyco Fire & Security Gmbh Building data platform with artificial intelligence service requirement analysis
US11796974B2 (en) 2021-11-16 2023-10-24 Johnson Controls Tyco IP Holdings LLP Building data platform with schema extensibility for properties and tags of a digital twin
US12399467B2 (en) 2021-11-17 2025-08-26 Tyco Fire & Security Gmbh Building management systems and methods for tuning fault detection thresholds
US11934966B2 (en) 2021-11-17 2024-03-19 Johnson Controls Tyco IP Holdings LLP Building data platform with digital twin inferences
US12598207B2 (en) 2021-11-22 2026-04-07 Tyco Fire & Security Gmbh Building management system cybersecurity index
US12579874B2 (en) 2021-11-23 2026-03-17 Tyco Fire & Security Gmbh Systems and methods for building surveillance re-identification based on a building graph
US11704311B2 (en) 2021-11-24 2023-07-18 Johnson Controls Tyco IP Holdings LLP Building data platform with a distributed digital twin
US12412003B2 (en) 2021-11-29 2025-09-09 Tyco Fire & Security Gmbh Building data platform with digital twin based predictive recommendation visualization
US12013673B2 (en) 2021-11-29 2024-06-18 Tyco Fire & Security Gmbh Building control system using reinforcement learning
US11714930B2 (en) 2021-11-29 2023-08-01 Johnson Controls Tyco IP Holdings LLP Building data platform with digital twin based inferences and predictions for a graphical building model
US12333657B2 (en) 2021-12-01 2025-06-17 Tyco Fire & Security Gmbh Building data platform with augmented reality based digital twins
US12541182B2 (en) 2021-12-21 2026-02-03 Tyco Fire & Security Gmbh Building data platform with analytics development
US12481259B2 (en) 2022-01-03 2025-11-25 Tyco Fire & Security Gmbh Building platform chip for digital twins
US12372955B2 (en) 2022-05-05 2025-07-29 Tyco Fire & Security Gmbh Building data platform with digital twin functionality indicators
US12529491B2 (en) 2022-05-05 2026-01-20 Tyco Fire & Security Gmbh Building data platform with digital twin-based diagnostic routines
US12013823B2 (en) 2022-09-08 2024-06-18 Tyco Fire & Security Gmbh Gateway system that maps points into a graph schema
US12061633B2 (en) 2022-09-08 2024-08-13 Tyco Fire & Security Gmbh Building system that maps points into a graph schema
US12523999B2 (en) 2022-10-20 2026-01-13 Tyco Fire & Security Gmbh Building management system with intelligent fault visualization

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4675147A (en) * 1983-04-06 1987-06-23 Westinghouse Electic Corp. Generating an integrated graphic display of the safety status of a complex process plant
US5009833A (en) 1989-01-11 1991-04-23 Westinghouse Electric Corp. Expert system for surveillance, diagnosis and prognosis of plant operation
JP2647217B2 (ja) * 1989-12-28 1997-08-27 出光興産株式会社 複合制御方法
DE4103128C2 (de) 1991-01-30 1994-09-01 Krone Ag Echtzeit-Expertencomputersystem
JPH0814369B2 (ja) * 1991-03-26 1996-02-14 川崎重工業株式会社 石炭燃焼炉の燃焼制御装置
US5410890A (en) * 1994-01-27 1995-05-02 Fujitsu General Limited Control apparatus of air-conditioner
CA2276299A1 (en) * 1996-12-31 1998-07-09 Rosemount Inc. Device in a process system for validating a control signal from a field device
US6424876B1 (en) * 1999-07-22 2002-07-23 Advanced Micro Devices, Inc. Statistical process control system with normalized control charting
GB0007065D0 (en) * 2000-03-23 2000-05-10 Simsci Limited Process monitoring and control using self-validating sensors

Also Published As

Publication number Publication date
US7216057B2 (en) 2007-05-08
DE60211002T2 (de) 2006-11-23
WO2003019312A1 (en) 2003-03-06
DE60211002D1 (de) 2006-06-01
EP1435023B1 (de) 2006-04-26
FI20011742A7 (fi) 2003-03-01
EP1435023A1 (de) 2004-07-07
US20040199360A1 (en) 2004-10-07
FI20011742L (fi) 2003-03-01

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