DE69321952D1 - System und verfahren zur steuerung einer anlage - Google Patents

System und verfahren zur steuerung einer anlage

Info

Publication number
DE69321952D1
DE69321952D1 DE69321952T DE69321952T DE69321952D1 DE 69321952 D1 DE69321952 D1 DE 69321952D1 DE 69321952 T DE69321952 T DE 69321952T DE 69321952 T DE69321952 T DE 69321952T DE 69321952 D1 DE69321952 D1 DE 69321952D1
Authority
DE
Germany
Prior art keywords
plant
controlling
Prior art date
Legal status (The legal status 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 status listed.)
Expired - Fee Related
Application number
DE69321952T
Other languages
English (en)
Other versions
DE69321952T2 (de
Inventor
James Keeler
Eric Hartman
Kadir Liano
Ralph Ferguson
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Rockwell Automation Pavilion Inc
Original Assignee
Pavilion Technologies Inc
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
Family has litigation
First worldwide family litigation filed litigation Critical https://patents.darts-ip.com/?family=25406768&utm_source=google_patent&utm_medium=platform_link&utm_campaign=public_patent_search&patent=DE69321952(D1) "Global patent litigation dataset” by Darts-ip is licensed under a Creative Commons Attribution 4.0 International License.
Application filed by Pavilion Technologies Inc filed Critical Pavilion Technologies Inc
Application granted granted Critical
Publication of DE69321952D1 publication Critical patent/DE69321952D1/de
Publication of DE69321952T2 publication Critical patent/DE69321952T2/de
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

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
    • G05B13/00Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0265Adaptive 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
    • G05B13/027Adaptive 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 neural networks only
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10STECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S706/00Data processing: artificial intelligence
    • Y10S706/902Application using ai with detail of the ai system
    • Y10S706/903Control
    • Y10S706/906Process plant
DE69321952T 1992-06-10 1993-06-10 System und verfahren zur steuerung einer anlage Expired - Fee Related DE69321952T2 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US07/896,755 US5353207A (en) 1992-06-10 1992-06-10 Residual activation neural network
PCT/US1993/005596 WO1993025943A2 (en) 1992-06-10 1993-06-10 Residual activation neural network

Publications (2)

Publication Number Publication Date
DE69321952D1 true DE69321952D1 (de) 1998-12-10
DE69321952T2 DE69321952T2 (de) 1999-07-01

Family

ID=25406768

Family Applications (1)

Application Number Title Priority Date Filing Date
DE69321952T Expired - Fee Related DE69321952T2 (de) 1992-06-10 1993-06-10 System und verfahren zur steuerung einer anlage

Country Status (7)

Country Link
US (3) US5353207A (de)
EP (1) EP0645025B1 (de)
JP (1) JPH09506986A (de)
AU (1) AU4411493A (de)
CA (1) CA2137806A1 (de)
DE (1) DE69321952T2 (de)
WO (1) WO1993025943A2 (de)

Families Citing this family (136)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0683792A (ja) * 1991-06-12 1994-03-25 Hitachi Ltd ニューラルネットワークの学習装置およびニューラルネットワークの学習パターン呈示方法
US5852817A (en) * 1991-08-14 1998-12-22 Kabushiki Kaisha Toshiba Intelligent control apparatus
US5353207A (en) * 1992-06-10 1994-10-04 Pavilion Technologies, Inc. Residual activation neural network
AU658066B2 (en) * 1992-09-10 1995-03-30 Deere & Company Neural network based control system
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
JP2771929B2 (ja) * 1992-10-06 1998-07-02 インターナショナル・ビジネス・マシーンズ・コーポレイション ディジタル・サーボ制御システム
US6243696B1 (en) * 1992-11-24 2001-06-05 Pavilion Technologies, Inc. Automated method for building a model
JPH08505967A (ja) 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 欠落および/または不完全なデータを有するニューラルネットワークを作動するための方法および装置
US5483448A (en) * 1992-12-14 1996-01-09 Ford Motor Company Adaptive vehicle suspension system with mechanism for varying controller gains in response to changing road roughness conditions
CA2157198A1 (en) * 1993-03-02 1994-09-15 James David Keeler Method and apparatus for analyzing a neural network within desired operating parameter constraints
DE4416364B4 (de) * 1993-05-17 2004-10-28 Siemens Ag Verfahren und Regeleinrichtung zur Regelung eines Prozesses
DE4416317B4 (de) * 1993-05-17 2004-10-21 Siemens Ag Verfahren und Regeleinrichtung zur Regelung eines materialverarbeitenden Prozesses
EP0707719B1 (de) * 1993-07-05 2001-03-14 Siemens Aktiengesellschaft Verfahren zur bestimmung optimaler werte für stellgrössen eines technischen systems
US6000827A (en) * 1993-09-10 1999-12-14 Fujitsu Limited System identifying device and adaptive learning control device
US5737496A (en) * 1993-11-17 1998-04-07 Lucent Technologies Inc. Active neural network control of wafer attributes in a plasma etch process
DE19518804A1 (de) * 1994-05-27 1995-12-21 Fraunhofer Ges Forschung Verfahren zur Überwachung eines Produktionsprozesses
US5590063A (en) * 1994-07-05 1996-12-31 Motorola, Inc. Optimization method using parallel processors
US5659666A (en) 1994-10-13 1997-08-19 Thaler; Stephen L. Device for the autonomous generation of useful information
US5649064A (en) * 1995-05-19 1997-07-15 The United States Of America As Represented By The Administrator Of The National Aeronautics And Space Administration System and method for modeling the flow performance features of an object
US5943660A (en) * 1995-06-28 1999-08-24 Board Of Regents The University Of Texas System Method for feedback linearization of neural networks and neural network incorporating same
US5838881A (en) * 1995-07-14 1998-11-17 Electric Power Research Institute, Inc. System and method for mitigation of streaming electrification in power transformers by intelligent cooling system control
US6745169B1 (en) * 1995-07-27 2004-06-01 Siemens Aktiengesellschaft Learning process for a neural network
US6314414B1 (en) 1998-10-06 2001-11-06 Pavilion Technologies, Inc. Method for training and/or testing a neural network with missing and/or incomplete data
US5970426A (en) * 1995-09-22 1999-10-19 Rosemount Analytical Inc. Emission monitoring system
KR970051806A (ko) * 1995-12-21 1997-07-29 양승택 스레숄드 망의 합성방법
US6879971B1 (en) * 1995-12-22 2005-04-12 Pavilion Technologies, Inc. Automated method for building a model
US5809490A (en) * 1996-05-03 1998-09-15 Aspen Technology Inc. Apparatus and method for selecting a working data set for model development
US7058617B1 (en) * 1996-05-06 2006-06-06 Pavilion Technologies, Inc. Method and apparatus for training a system model with gain constraints
US6363289B1 (en) 1996-09-23 2002-03-26 Pavilion Technologies, Inc. Residual activation neural network
DE19649633A1 (de) * 1996-12-02 1998-06-04 Abb Patent Gmbh Verfahren zur Analyse und Darstellung von transienten Prozeßvorgängen
DE19734947B4 (de) * 1997-08-13 2010-04-29 Otte, Ralf, Dr. Verfahren zur Steuerung von Prozeßvorgängen
US5991525A (en) * 1997-08-22 1999-11-23 Voyan Technology Method for real-time nonlinear system state estimation and control
US6007430A (en) * 1997-10-08 1999-12-28 Koppy Corporation Two-piece carrier assembly
US7031949B2 (en) * 1998-01-22 2006-04-18 Mts Systems Corporation Method and apparatus for generating input signals in a physical system
WO1999038054A1 (en) * 1998-01-22 1999-07-29 Mts Systems Corporation Method and apparatus for generating input signals in a physical system
US7269475B1 (en) * 1998-03-02 2007-09-11 Xerox Corporation Distributed control system with global contraints for controlling object motion with smart matter
US6285972B1 (en) 1998-10-21 2001-09-04 Mts Systems Corporation Generating a nonlinear model and generating drive signals for simulation testing using the same
ATE441141T1 (de) 1998-11-13 2009-09-15 Mts System Corp Messen der wiederholbaren bandbreite eines systems zum simulationstesten
US6985781B2 (en) * 1999-01-12 2006-01-10 Pavilion Technologies, Inc. Residual activation neural network
US8044793B2 (en) 2001-03-01 2011-10-25 Fisher-Rosemount Systems, Inc. Integrated device alerts in a process control system
US6975219B2 (en) 2001-03-01 2005-12-13 Fisher-Rosemount Systems, Inc. Enhanced hart device alerts in a process control system
KR100306848B1 (ko) * 1999-06-19 2001-09-24 윤덕용 신경회로망을 이용한 선택적 주의집중 방법
CA2384458A1 (en) * 1999-09-23 2001-03-29 Chroma Graphics, Inc. Method and apparatus for describing and simulating complex systems
US6445963B1 (en) 1999-10-04 2002-09-03 Fisher Rosemount Systems, Inc. Integrated advanced control blocks in process control systems
US6510353B1 (en) 1999-11-04 2003-01-21 Fisher-Rosemount Systems, Inc. Determining tuning parameters for a process controller from a robustness map
US6611735B1 (en) 1999-11-17 2003-08-26 Ethyl Corporation Method of predicting and optimizing production
US6684115B1 (en) * 2000-04-11 2004-01-27 George Shu-Xing Cheng Model-free adaptive control of quality variables
US6721609B1 (en) 2000-06-14 2004-04-13 Fisher-Rosemount Systems, Inc. Integrated optimal model predictive control in a process control system
DE60102242T2 (de) * 2000-06-29 2005-01-27 Aspen Technology, Inc., Cambridge Rechnerverfahren und gerät zur beschränkung einer nicht-linearen gleichungsnäherung eines empirischen prozesses
JP4901058B2 (ja) 2000-09-21 2012-03-21 エムティエス・システムズ・コーポレーション テーパ状化機能付きの多重領域コンボルバ
US20030028415A1 (en) * 2001-01-19 2003-02-06 Pavilion Technologies, Inc. E-commerce system using modeling of inducements to customers
US7720727B2 (en) 2001-03-01 2010-05-18 Fisher-Rosemount Systems, Inc. Economic calculations in process control system
JP4160399B2 (ja) 2001-03-01 2008-10-01 フィッシャー−ローズマウント システムズ, インコーポレイテッド プロセスプラント内の指標の作成と表示
US7389204B2 (en) 2001-03-01 2008-06-17 Fisher-Rosemount Systems, Inc. Data presentation system for abnormal situation prevention in a process plant
FR2821682B1 (fr) * 2001-03-01 2003-05-30 Usinor Procede de controle et de commande d'un processus technique
US6954713B2 (en) 2001-03-01 2005-10-11 Fisher-Rosemount Systems, Inc. Cavitation detection in a process plant
US6795798B2 (en) 2001-03-01 2004-09-21 Fisher-Rosemount Systems, Inc. Remote analysis of process control plant data
US8073967B2 (en) 2002-04-15 2011-12-06 Fisher-Rosemount Systems, Inc. Web services-based communications for use with process control systems
ES2304446T3 (es) * 2001-03-02 2008-10-16 Powitec Intelligent Technologies Gmbh Metodo de control de un proceso termodinamico, en particular un proceso de combustion.
US20020191102A1 (en) * 2001-05-31 2002-12-19 Casio Computer Co., Ltd. Light emitting device, camera with light emitting device, and image pickup method
US7162534B2 (en) 2001-07-10 2007-01-09 Fisher-Rosemount Systems, Inc. Transactional data communications for process control systems
WO2003025689A2 (en) * 2001-09-14 2003-03-27 Ibex Process Technology, Inc. Large scale process control by driving factor identification
US8458082B2 (en) * 2001-11-13 2013-06-04 Interthinx, Inc. Automated loan risk assessment system and method
US6901300B2 (en) 2002-02-07 2005-05-31 Fisher-Rosemount Systems, Inc.. Adaptation of advanced process control blocks in response to variable process delay
US20040019470A1 (en) * 2002-07-19 2004-01-29 Ibex Process Technology, Inc. Control of complex manufacturing processes using continuous process data
US20040076944A1 (en) * 2002-08-22 2004-04-22 Ibex Process Technology, Inc. Supervised learning in the presence of null data
US6915173B2 (en) * 2002-08-22 2005-07-05 Ibex Process Technology, Inc. Advance failure prediction
US6970857B2 (en) * 2002-09-05 2005-11-29 Ibex Process Technology, Inc. Intelligent control for process optimization and parts maintenance
US7600234B2 (en) * 2002-12-10 2009-10-06 Fisher-Rosemount Systems, Inc. Method for launching applications
US7493310B2 (en) 2002-12-30 2009-02-17 Fisher-Rosemount Systems, Inc. Data visualization within an integrated asset data system for a process plant
US8935298B2 (en) 2002-12-30 2015-01-13 Fisher-Rosemount Systems, Inc. Integrated navigational tree importation and generation in a process plant
US7152072B2 (en) 2003-01-08 2006-12-19 Fisher-Rosemount Systems Inc. Methods and apparatus for importing device data into a database system used in a process plant
US20040158474A1 (en) * 2003-02-06 2004-08-12 Karschnia Robert J. Service facility for providing remote diagnostic and maintenance services to a process plant
US7953842B2 (en) 2003-02-19 2011-05-31 Fisher-Rosemount Systems, Inc. Open network-based data acquisition, aggregation and optimization for use with process control systems
US7103427B2 (en) * 2003-02-28 2006-09-05 Fisher-Rosemont Systems, Inc. Delivery of process plant notifications
US7020569B2 (en) * 2003-03-13 2006-03-28 Ibex Process Technology, Inc. Intelligent modelling of process and tool health
US6915235B2 (en) 2003-03-13 2005-07-05 Csi Technology, Inc. Generation of data indicative of machine operational condition
US7634384B2 (en) 2003-03-18 2009-12-15 Fisher-Rosemount Systems, Inc. Asset optimization reporting in a process plant
US20040230328A1 (en) * 2003-03-21 2004-11-18 Steve Armstrong Remote data visualization within an asset data system for a process plant
US7194320B2 (en) 2003-06-05 2007-03-20 Neuco, Inc. Method for implementing indirect controller
US7272454B2 (en) * 2003-06-05 2007-09-18 Fisher-Rosemount Systems, Inc. Multiple-input/multiple-output control blocks with non-linear predictive capabilities
US7299415B2 (en) 2003-06-16 2007-11-20 Fisher-Rosemount Systems, Inc. Method and apparatus for providing help information in multiple formats
JP2005135287A (ja) * 2003-10-31 2005-05-26 National Agriculture & Bio-Oriented Research Organization 予測装置、予測方法および予測プログラム
US8214271B2 (en) * 2004-02-04 2012-07-03 Neuco, Inc. System and method for assigning credit to process inputs
US7030747B2 (en) 2004-02-26 2006-04-18 Fisher-Rosemount Systems, Inc. Method and system for integrated alarms in a process control system
US7676287B2 (en) 2004-03-03 2010-03-09 Fisher-Rosemount Systems, Inc. Configuration system and method for abnormal situation prevention in a process plant
US7079984B2 (en) 2004-03-03 2006-07-18 Fisher-Rosemount Systems, Inc. Abnormal situation prevention in a process plant
US7515977B2 (en) 2004-03-30 2009-04-07 Fisher-Rosemount Systems, Inc. Integrated configuration system for use in a process plant
US20050267709A1 (en) * 2004-05-28 2005-12-01 Fisher-Rosemount Systems, Inc. System and method for detecting an abnormal situation associated with a heater
US7536274B2 (en) 2004-05-28 2009-05-19 Fisher-Rosemount Systems, Inc. System and method for detecting an abnormal situation associated with a heater
WO2005124491A1 (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
US20060036345A1 (en) * 2004-08-09 2006-02-16 An Cao Systems and method for lights-out manufacturing
US7181654B2 (en) 2004-09-17 2007-02-20 Fisher-Rosemount Systems, Inc. System and method for detecting an abnormal situation associated with a reactor
WO2006044310A2 (en) * 2004-10-19 2006-04-27 Optichron, Inc. Nonlinear system observation and control
US7123971B2 (en) * 2004-11-05 2006-10-17 Pegasus Technologies, Inc. Non-linear model with disturbance rejection
US20060167591A1 (en) * 2005-01-26 2006-07-27 Mcnally James T Energy and cost savings calculation system
US8380773B2 (en) * 2005-02-18 2013-02-19 Netlogic Microsystems, Inc. System and method for adaptive nonlinear filtering
US7421348B2 (en) * 2005-03-18 2008-09-02 Swanson Brian G Predictive emissions monitoring method
US8768664B2 (en) * 2005-03-18 2014-07-01 CMC Solutions, LLC. Predictive emissions monitoring using a statistical hybrid model
US8005647B2 (en) 2005-04-08 2011-08-23 Rosemount, Inc. Method and apparatus for monitoring and performing corrective measures in a process plant using monitoring data with corrective measures data
US9201420B2 (en) 2005-04-08 2015-12-01 Rosemount, Inc. Method and apparatus for performing a function in a process plant using monitoring data with criticality evaluation data
US7272531B2 (en) * 2005-09-20 2007-09-18 Fisher-Rosemount Systems, Inc. Aggregation of asset use indices within a process plant
US7451004B2 (en) * 2005-09-30 2008-11-11 Fisher-Rosemount Systems, Inc. On-line adaptive model predictive control in a process control system
US7599750B2 (en) * 2005-12-21 2009-10-06 Pegasus Technologies, Inc. Model based sequential optimization of a single or multiple power generating units
US7756591B2 (en) * 2006-04-25 2010-07-13 Pegasus Technologies, Inc. System for optimizing oxygen in a boiler
US7912676B2 (en) 2006-07-25 2011-03-22 Fisher-Rosemount Systems, Inc. Method and system for detecting abnormal operation in a process plant
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
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
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
US7496414B2 (en) * 2006-09-13 2009-02-24 Rockwell Automation Technologies, Inc. Dynamic controller utilizing a hybrid model
CN102789226B (zh) 2006-09-28 2015-07-01 费舍-柔斯芒特系统股份有限公司 热交换器中的异常情况预防
US8014880B2 (en) 2006-09-29 2011-09-06 Fisher-Rosemount Systems, Inc. On-line multivariate analysis in a distributed process control system
US20080188972A1 (en) * 2006-10-11 2008-08-07 Fisher-Rosemount Systems, Inc. Method and System for Detecting Faults in a Process Plant
US8032340B2 (en) 2007-01-04 2011-10-04 Fisher-Rosemount Systems, Inc. Method and system for modeling a process variable in a process plant
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
US7827006B2 (en) 2007-01-31 2010-11-02 Fisher-Rosemount Systems, Inc. Heat exchanger fouling detection
JP4512610B2 (ja) * 2007-04-27 2010-07-28 本田技研工業株式会社 プラントの温度を制御する電子制御装置
US10410145B2 (en) 2007-05-15 2019-09-10 Fisher-Rosemount Systems, Inc. Automatic maintenance estimation in a plant environment
US8301676B2 (en) 2007-08-23 2012-10-30 Fisher-Rosemount Systems, Inc. Field device with capability of calculating digital filter coefficients
US7702401B2 (en) 2007-09-05 2010-04-20 Fisher-Rosemount Systems, Inc. System for preserving and displaying process control data associated with an abnormal situation
US9323247B2 (en) 2007-09-14 2016-04-26 Fisher-Rosemount Systems, Inc. Personalized plant asset data representation and search system
US8055479B2 (en) 2007-10-10 2011-11-08 Fisher-Rosemount Systems, Inc. Simplified algorithm for abnormal situation prevention in load following applications including plugged line diagnostics in a dynamic process
EP2128726B1 (de) * 2008-05-29 2011-07-27 dspace digital signal processing and control engineering GmbH Verfahren und Simulator zur Echtzeitberechnung der Zustandsgrössen eines Prozessmodells
US8868221B1 (en) * 2008-08-22 2014-10-21 Marvell International Ltd. Adaptive neural net feed forward system and method for adaptive control of mechanical systems
KR101064908B1 (ko) * 2008-11-12 2011-09-16 연세대학교 산학협력단 신규의 희생층 재료를 이용한 기판 상에서의 나노와이어 패터닝 방법
US8260732B2 (en) 2009-11-24 2012-09-04 King Fahd University Of Petroleum And Minerals Method for identifying Hammerstein models
DE102009054905A1 (de) * 2009-12-17 2011-06-22 Robert Bosch GmbH, 70469 Verfahren zum Ermitteln von Funktionsparametern für ein Steuergerät
US9927788B2 (en) 2011-05-19 2018-03-27 Fisher-Rosemount Systems, Inc. Software lockout coordination between a process control system and an asset management system
US9529348B2 (en) 2012-01-24 2016-12-27 Emerson Process Management Power & Water Solutions, Inc. Method and apparatus for deploying industrial plant simulators using cloud computing technologies
JP5768834B2 (ja) * 2013-04-12 2015-08-26 横河電機株式会社 プラントモデル管理装置及び方法
RU2653286C2 (ru) * 2016-06-10 2018-05-07 ФЕДЕРАЛЬНОЕ ГОСУДАРСТВЕННОЕ КАЗЕННОЕ ВОЕННОЕ ОБРАЗОВАТЕЛЬНОЕ УЧРЕЖДЕНИЕ ВЫСШЕГО ОБРАЗОВАНИЯ "Военная академия Ракетных войск стратегического назначения имени Петра Великого" МИНИСТЕРСТВА ОБОРОНЫ РОССИЙСКОЙ ФЕДЕРАЦИИ Способ прогнозирования кризисных ситуаций при контроле многопараметрических процессов
EP3623881A1 (de) * 2018-09-17 2020-03-18 Siemens Aktiengesellschaft Computerimplementiertes verfahren zum abschätzen eines technischen verhaltens einer vorrichtung
US10642723B1 (en) 2019-02-05 2020-05-05 Bank Of America Corporation System for metamorphic relationship based code testing using mutant generators
US11954603B1 (en) 2019-05-03 2024-04-09 Liberty Mutual Insurance Company Predictor neutralization in predictive data analysis systems
US11574094B2 (en) * 2019-06-09 2023-02-07 BWXT Advanced Technologies LLC Rapid digital nuclear reactor design using machine learning
US20210271793A1 (en) * 2020-01-17 2021-09-02 BWXT Advanced Technologies LLC Optimization of expensive cost functions subject to complex multidimensional constraints

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4858147A (en) * 1987-06-15 1989-08-15 Unisys Corporation Special purpose neurocomputer system for solving optimization problems
US4979126A (en) * 1988-03-30 1990-12-18 Ai Ware Incorporated Neural network with non-linear transformations
US4912753A (en) * 1988-04-04 1990-03-27 Hughes Aircraft Company Robot axis controller employing feedback and open loop (feedforward) control
US4928484A (en) * 1988-12-20 1990-05-29 Allied-Signal Inc. Nonlinear multivariable control system
US4972363A (en) * 1989-02-01 1990-11-20 The Boeing Company Neural network using stochastic processing
JPH0660826B2 (ja) * 1989-02-07 1994-08-10 動力炉・核燃料開発事業団 プラントの異常診断方法
IL93522A0 (en) * 1989-02-28 1990-11-29 Du Pont Apparatus and method for controlling a process
US4978126A (en) * 1989-11-28 1990-12-18 Leib Morosow Rotating amusement device
US5111531A (en) * 1990-01-08 1992-05-05 Automation Technology, Inc. Process control using neural network
US5113483A (en) * 1990-06-15 1992-05-12 Microelectronics And Computer Technology Corporation Neural network with semi-localized non-linear mapping of the input space
US5144549A (en) * 1990-06-29 1992-09-01 Massachusetts Institute Of Technology Time delay controlled processes
DE4130164A1 (de) * 1991-09-11 1993-03-18 Bodenseewerk Geraetetech Regler, insbesondere flugregler
US5353207A (en) * 1992-06-10 1994-10-04 Pavilion Technologies, Inc. Residual activation neural network

Also Published As

Publication number Publication date
EP0645025B1 (de) 1998-11-04
AU4411493A (en) 1994-01-04
WO1993025943A2 (en) 1993-12-23
DE69321952T2 (de) 1999-07-01
US5859773A (en) 1999-01-12
US5353207A (en) 1994-10-04
WO1993025943A3 (en) 1994-03-03
US5559690A (en) 1996-09-24
JPH09506986A (ja) 1997-07-08
CA2137806A1 (en) 1993-12-23
EP0645025A1 (de) 1995-03-29

Similar Documents

Publication Publication Date Title
DE69321952T2 (de) System und verfahren zur steuerung einer anlage
DE69321873D1 (de) Verfahren und Einrichtung zur Steuerung einer Anzeige
DE69230258D1 (de) System und verfahren zur steuerung einer kommunikationseinrichtung
ATA156694A (de) Verfahren und vorrichtung zur steuerung einer kupplung
DE69411298T2 (de) Verfahren zur Steuerung eines Kraftwerks und Kraftwerk
DE69632384D1 (de) Gerät und Verfahren zur Steuerung einer Mehrzahl von Fernkameras
DE69319689T2 (de) Vorrichtung und Verfahren zur Steuerung einer Gruppenantenne mit einer Vielzahl von Antennenelementen
ATA156594A (de) Verfahren und vorrichtung zur steuerung einer kupplung
DE69618795T2 (de) System und verfahren zur steuerung einer fahrzeugsicherheitsvorrichtung
DE3480962D1 (de) Verfahren und einrichtung zur steuerung einer sammelleitung.
DE69414415D1 (de) Kälteanlage und verfahren zur kälteleistungsregelung einer solchen anlage
DE19881711D2 (de) Verfahren und Einrichtung zur Steuerung einer Hüttentechnischen Anlage
DE69118216T2 (de) System und Verfahren zur Regelung einer Micropumpe
DE69317936D1 (de) Verfahren und Einrichtung zur Steuerung einer Anzeige
DE69506680D1 (de) Verfahren und Vorrichtung zur Steuerung einer serienkompensierten Umformeranlage
DE69313486T2 (de) Verfahren und System zur Steuerung von Brennstoffmaschine
DE69408823D1 (de) Verfahren und Vorrichtung zur Steuerung einer Strassenwalze
DE69401413T2 (de) Verfahren und Vorrichtung zur Steuerung von hydraulischen Systemen einer Baumaschine
DE69316748T2 (de) Gerät und verfahren zur numerischen steuerung
DE69312584T2 (de) Verfahren und Einrichtung zur Steuerung einer Anzeige
DE69334356D1 (de) Verfahren zur Steuerung einer Anzeige
DE59503212D1 (de) System und verfahren zur steuerung von steuerstäben einer kernkraftanlage
DE69330057T2 (de) Verfahren und Gerät zur Steuerung eines Fertigungssystems
DE69511498D1 (de) Verfahren und Vorrichtung zur Steuerung einer Anlage zur Übertragung von Hochspannungsgleichstrom
DE59108422D1 (de) Verfahren und Vorrichtung zur Steuerung einer Karde

Legal Events

Date Code Title Description
8364 No opposition during term of opposition
8339 Ceased/non-payment of the annual fee