BR112021020692A2 - Sistema, sistema de controle para um sistema industrial e/ou técnico, sistema industrial e/ou técnico, método para avaliar e/ou adaptar um ou mais modelos técnicos, programa de computador, e, produto de programa de computador - Google Patents

Sistema, sistema de controle para um sistema industrial e/ou técnico, sistema industrial e/ou técnico, método para avaliar e/ou adaptar um ou mais modelos técnicos, programa de computador, e, produto de programa de computador

Info

Publication number
BR112021020692A2
BR112021020692A2 BR112021020692A BR112021020692A BR112021020692A2 BR 112021020692 A2 BR112021020692 A2 BR 112021020692A2 BR 112021020692 A BR112021020692 A BR 112021020692A BR 112021020692 A BR112021020692 A BR 112021020692A BR 112021020692 A2 BR112021020692 A2 BR 112021020692A2
Authority
BR
Brazil
Prior art keywords
technical
industrial
computer program
model
adapting
Prior art date
Application number
BR112021020692A
Other languages
English (en)
Inventor
Kåberg Johard Leonard
Original Assignee
Calejo Ind Intelligence Ab
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 Calejo Ind Intelligence Ab filed Critical Calejo Ind Intelligence Ab
Publication of BR112021020692A2 publication Critical patent/BR112021020692A2/pt

Links

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
    • G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
    • G05B13/042—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators in which a parameter or coefficient is automatically adjusted to optimise the performance
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/10—Interfaces, programming languages or software development kits, e.g. for simulating neural networks
    • 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
    • G05B13/027—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 neural networks only
    • 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
    • G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
    • 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
    • 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
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric 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
    • G05B23/0243—Electric 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
    • G05B23/0254—Electric 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/11—Complex mathematical operations for solving equations, e.g. nonlinear equations, general mathematical optimization problems
    • G06F17/13—Differential equations
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G06F30/27—Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/30—Circuit design
    • G06F30/32—Circuit design at the digital level
    • G06F30/33—Design verification, e.g. functional simulation or model checking
    • G06F30/3308—Design verification, e.g. functional simulation or model checking using simulation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/30—Creation or generation of source code
    • G06F8/35—Creation or generation of source code model driven
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/004—Artificial life, i.e. computing arrangements simulating life
    • G06N3/006—Artificial life, i.e. computing arrangements simulating life based on simulated virtual individual or collective life forms, e.g. social simulations or particle swarm optimisation [PSO]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • 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
    • G05B19/00—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
    • G05B19/41885—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by modeling, simulation of the manufacturing system

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Health & Medical Sciences (AREA)
  • Automation & Control Theory (AREA)
  • Computer Hardware Design (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Geometry (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Computational Mathematics (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Mathematical Analysis (AREA)
  • Algebra (AREA)
  • Operations Research (AREA)
  • Databases & Information Systems (AREA)
  • Probability & Statistics with Applications (AREA)
  • Feedback Control In General (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

sistema para permitir o controle de um sistema industrial e/ou técnico, configurado para avaliar e/ou adaptar pelo menos um modelo técnico e de controle para um sistema industrial e/ou técnico, método para avaliar e/ou adaptar pelo menos um modelo técnico, e, produto de programa de computador. é provido um método e sistemas e programas de computador correspondentes para avaliar e/ou adaptar um ou mais modelos técnicos relacionados a um processo industrial e/ou técnico. o método compreende obter (s1) um modelo parametrizado modular total ou parcialmente não causal de um processo industrial e/ou técnico que compreende pelo menos um submodelo físico e pelo menos um submodelo de rede neural, incluindo um ou mais parâmetros do modelo parametrizado. o método adicionalmente compreende gerar (s2) um sistema de equações diferenciais com base no modelo parametrizado e simular (s3) as dinâmicas de um ou mais estados do processo industrial e/ou técnico ao longo do tempo, com base no sistema de equações diferenciais. o método também compreende aplicar (s4) a diferenciação automática de modo reverso com relação ao sistema de equações diferenciais durante a simulação do processo industrial e/ou técnico a fim de gerar uma estimativa que representa uma avaliação do modelo do processo industrial e/ou técnico.
BR112021020692A 2019-04-18 2020-04-03 Sistema, sistema de controle para um sistema industrial e/ou técnico, sistema industrial e/ou técnico, método para avaliar e/ou adaptar um ou mais modelos técnicos, programa de computador, e, produto de programa de computador BR112021020692A2 (pt)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
SE1950490A SE543674C2 (en) 2019-04-18 2019-04-18 Evaluation and/or adaptation of industrial and/or technical process models
PCT/SE2020/050351 WO2020214075A1 (en) 2019-04-18 2020-04-03 Evaluation and/or adaptation of industrial and/or technical process models

Publications (1)

Publication Number Publication Date
BR112021020692A2 true BR112021020692A2 (pt) 2021-12-14

Family

ID=72836855

Family Applications (1)

Application Number Title Priority Date Filing Date
BR112021020692A BR112021020692A2 (pt) 2019-04-18 2020-04-03 Sistema, sistema de controle para um sistema industrial e/ou técnico, sistema industrial e/ou técnico, método para avaliar e/ou adaptar um ou mais modelos técnicos, programa de computador, e, produto de programa de computador

Country Status (8)

Country Link
US (1) US20220179374A1 (pt)
EP (1) EP3956823A4 (pt)
JP (1) JP2022529463A (pt)
CN (1) CN113748434A (pt)
BR (1) BR112021020692A2 (pt)
CA (1) CA3135703A1 (pt)
SE (1) SE543674C2 (pt)
WO (1) WO2020214075A1 (pt)

Families Citing this family (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11922314B1 (en) * 2018-11-30 2024-03-05 Ansys, Inc. Systems and methods for building dynamic reduced order physical models
DE102020102863A1 (de) * 2020-02-05 2021-08-05 Festo Se & Co. Kg Parametrierung einer Komponente in der Automatisierungsanlage
US11410361B2 (en) * 2020-10-26 2022-08-09 Adobe Inc. Digital content editing using a procedural model
EP3992626A1 (en) * 2020-10-27 2022-05-04 Spark Holland B.V. Training a neural network processor for diagnosis of a controlled liquid chromatography pump unit
GB202018941D0 (en) 2020-12-01 2021-01-13 Siemens Energy AS Method and System for Modelling Industrial Processes
CN113847306B (zh) * 2020-12-09 2023-05-16 中国长江电力股份有限公司 水电站调速器液压随动系统健康状态诊断控制系统
WO2022150338A1 (en) * 2021-01-05 2022-07-14 Julia Computing, Inc. Compiler transform optimization for non-local functions
WO2022240893A1 (en) * 2021-05-10 2022-11-17 Julia Computing, Inc. Transforming a model in a first language to a surrogate in a second language for simulation
CN113688466B (zh) * 2021-08-26 2023-11-24 苏州同元软控信息技术有限公司 车辆能耗仿真方法、装置和设备
SE2151510A1 (en) * 2021-12-10 2023-06-11 Kaaberg Johard Leonard A modular, variable time-step simulator for use in process simulation, evaluation, adaptation and/or control
US11977868B2 (en) * 2022-01-04 2024-05-07 Xerox Corporation Search based approach for generating controller models
CN115356996A (zh) * 2022-08-22 2022-11-18 无锡先导智能装备股份有限公司 涂布控制方法、装置、控制设备和存储介质
CN116360331B (zh) * 2023-06-02 2023-08-22 山东工泵电机有限公司 一种通用的灌溉自动化控制系统及控制方法
CN117596156B (zh) * 2023-12-07 2024-05-07 机械工业仪器仪表综合技术经济研究所 一种工业应用5g网络的评估模型的构建方法

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050187643A1 (en) * 2004-02-19 2005-08-25 Pavilion Technologies, Inc. Parametric universal nonlinear dynamics approximator and use
US8036760B2 (en) * 2005-10-04 2011-10-11 Fisher-Rosemount Systems, Inc. Method and apparatus for intelligent control and monitoring in a process control system
US8744821B2 (en) * 2011-07-07 2014-06-03 Xldyn, Llc Spreadsheet-based templates for supporting the systems engineering process
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
WO2014113751A1 (en) * 2013-01-21 2014-07-24 Siemens Corporation Functional debugging of equation-based languages
US20180020622A1 (en) * 2016-07-25 2018-01-25 CiBo Technologies Inc. Agronomic Database and Data Model
EP3467718A1 (en) * 2017-10-04 2019-04-10 Prowler.io Limited Machine learning system
US11321504B2 (en) * 2018-05-09 2022-05-03 Palo Alto Research Center Incorporated Learning constitutive equations of physical components with constraints discovery
CN109522602A (zh) * 2018-10-18 2019-03-26 北京航空航天大学 一种基于代理模型的Modelica模型参数优化方法

Also Published As

Publication number Publication date
SE543674C2 (en) 2021-05-25
US20220179374A1 (en) 2022-06-09
CA3135703A1 (en) 2020-10-22
CN113748434A (zh) 2021-12-03
EP3956823A1 (en) 2022-02-23
WO2020214075A1 (en) 2020-10-22
SE1950490A1 (en) 2020-10-19
JP2022529463A (ja) 2022-06-22
EP3956823A4 (en) 2023-01-25

Similar Documents

Publication Publication Date Title
BR112021020692A2 (pt) Sistema, sistema de controle para um sistema industrial e/ou técnico, sistema industrial e/ou técnico, método para avaliar e/ou adaptar um ou mais modelos técnicos, programa de computador, e, produto de programa de computador
WO2020097578A3 (en) Boundary based generative design with 2.5-axis subtractive manufacturing constraint for computer aided design and manufacturing
DE50311019D1 (de) Verfahren zur offline-parametrierung eines feldgerätes der prozessautomatisierungstechnik
EP3002646A3 (en) Virtual design engineering
EP3584722A3 (en) Methods and systems for controlling machine vibration
BR112018007818A8 (pt) Método para atualização de modelo de sugestão, sistema de geração de sugestão acionado por máquina, e agrupamento de navegação automatizado para atualização de modelo de sugestão
KR102102685B1 (ko) 로봇의 인간 얼굴 표정 학습 및 표정 구현 방법
BR112021022972A2 (pt) Sistemas e método para calcular a responsabilidade de um motorista em um veículo
Sobrino et al. Into the early steps of virtual commissioning in Tecnomatix plant simulation using S7-PLCSIM advanced and STEP 7 TIA portal
Čuboňová Postprocessing of CL Data in CAD/CAM system Edgecam using the Constructor of postprocessors
JP2019219741A5 (pt)
WO2008126196A1 (ja) シミュレーション制御プログラム、記録媒体、シミュレーション装置およびシミュレーション制御方法
JP2016539444A5 (pt)
Yeganefard et al. Problem decomposition and sub-model reconciliation of control systems in Event-B
JP2020140641A5 (ja) 情報処理装置、方法、制御装置及び装置
WO2018103493A1 (zh) 模拟多个运动体行为的方法和系统
AU2016323028A8 (en) Solution dependent output time marks for models of dynamic systems
Xue et al. Identifying tolerance chains with a surface-chain model in tolerance charting
Miková et al. Embedded systems
Barber et al. Adaptive control of a DC motor for educational practices
Girard Evidence appraisal of Wang R, Shi N, Bai J, Zheng Y, Zhau Y. Implementation and evaluation of an interprofessional simulation-based education program for undergraduate nursing students in operating room nursing education: a randomized controlled trial. BMC Med Educ. 2015; 15: 115. Published online July 9, 2015
Pescaru et al. Software tool used for automated design of customizable product
Kvasnica et al. Accuracy of mathematical models in simulator distributed computing
Scharf et al. Learning factories as a novel medium for practical training in the new ISO-GPS-system on the model of functional tolerancing of precision-manufactured workpieces
Szamosi et al. Intersubjectivity as an uncertainty source of risk assessment