MX376530B - Método y sistema para controlar procesos dinámicos con base en un modelo artificialmente inteligente usando agentes probabilisticos. - Google Patents

Método y sistema para controlar procesos dinámicos con base en un modelo artificialmente inteligente usando agentes probabilisticos.

Info

Publication number
MX376530B
MX376530B MX2016006764A MX2016006764A MX376530B MX 376530 B MX376530 B MX 376530B MX 2016006764 A MX2016006764 A MX 2016006764A MX 2016006764 A MX2016006764 A MX 2016006764A MX 376530 B MX376530 B MX 376530B
Authority
MX
Mexico
Prior art keywords
agents
probabilistic
based control
dynamic processes
artificially intelligent
Prior art date
Application number
MX2016006764A
Other languages
English (en)
Other versions
MX2016006764A (es
Inventor
Jeff Watson
Original Assignee
Adept Ai Systems 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
Priority claimed from US14/092,803 external-priority patent/US9645575B2/en
Priority claimed from CA2835505A external-priority patent/CA2835505C/en
Application filed by Adept Ai Systems Inc filed Critical Adept Ai Systems Inc
Publication of MX2016006764A publication Critical patent/MX2016006764A/es
Publication of MX376530B publication Critical patent/MX376530B/es

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
    • G05B13/048—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 using a predictor
    • 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
    • G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
    • G05B23/024—Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; 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
    • 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
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0286—Modifications to the monitored process, e.g. stopping operation or adapting control
    • G05B23/0294—Optimizing process, e.g. process efficiency, product quality
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Automation & Control Theory (AREA)
  • Artificial Intelligence (AREA)
  • Theoretical Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Algebra (AREA)
  • Computational Mathematics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Quality & Reliability (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Feedback Control In General (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

Un sistema y método para controlar un proceso, tal como un proceso de producción petrolera (2) se describe. El sistema comprende múltiples agentes inteligentes para el procesamiento de datos (3) recibidos de una pluralidad de sensores desplegados en un sitio de trabajo de un pozo petrolero, y aplica un modelo probabilístico (4) para evaluar el riesgo y recomienda las acciones de control apropiadas para el proceso.
MX2016006764A 2013-11-27 2014-11-27 Método y sistema para controlar procesos dinámicos con base en un modelo artificialmente inteligente usando agentes probabilisticos. MX376530B (es)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US14/092,803 US9645575B2 (en) 2013-11-27 2013-11-27 Method and apparatus for artificially intelligent model-based control of dynamic processes using probabilistic agents
CA2835505A CA2835505C (en) 2013-11-27 2013-11-27 Method and apparatus for artificially intelligent model-based control of dynamic processes using probabilistic agents
PCT/CA2014/051139 WO2015077890A1 (en) 2013-11-27 2014-11-27 Method and system for artificially intelligent model-based control of dynamic processes using probabilistic agents

Publications (2)

Publication Number Publication Date
MX2016006764A MX2016006764A (es) 2016-12-16
MX376530B true MX376530B (es) 2025-03-07

Family

ID=53198156

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2016006764A MX376530B (es) 2013-11-27 2014-11-27 Método y sistema para controlar procesos dinámicos con base en un modelo artificialmente inteligente usando agentes probabilisticos.

Country Status (5)

Country Link
EP (1) EP3074824B8 (es)
JP (1) JP6751021B2 (es)
CN (1) CN105900022A (es)
MX (1) MX376530B (es)
WO (1) WO2015077890A1 (es)

Families Citing this family (27)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10788031B2 (en) * 2014-12-18 2020-09-29 Ravdos Holdings Inc. Methods and system for enhancing flow of a fluid induced by a rod pumping unit
RU2625051C1 (ru) * 2016-02-18 2017-07-11 Акционерное общество "Лаборатория Касперского" Система и способ обнаружений аномалий в технологической системе
CN106321071B (zh) * 2016-08-31 2020-04-21 中国石油集团东方地球物理勘探有限责任公司 一种抽油机生产参数优化方法
CN106354521A (zh) * 2016-10-26 2017-01-25 安徽扬远信息科技有限公司 一种基于sprint迭代的软件开发方法
RU2648508C1 (ru) * 2016-12-26 2018-03-26 Федеральное государственное казенное военное образовательное учреждение высшего образования "Академия Федеральной службы охраны Российской Федерации" (Академия ФСО России) Способ оценки способности узла компьютерной сети функционировать в условиях информационно-технических воздействий
CN108508856B (zh) * 2018-03-28 2020-09-22 西安西电电气研究院有限责任公司 一种工业设备智能控制系统及方法
WO2020046261A1 (en) * 2018-08-27 2020-03-05 Siemens Aktiengesellschaft Systematic prognostic analysis with dynamic causal model
US20210270998A1 (en) * 2018-08-30 2021-09-02 Landmark Graphics Corporation Automated production history matching using bayesian optimization
KR102148903B1 (ko) * 2018-12-19 2020-08-28 고등기술연구원연구조합 비행체를 이용한 플랜트 ar 능동제어 시스템
CN111639778B (zh) * 2019-03-01 2023-04-18 北京国双科技有限公司 一种信息处理方法及相关设备
JP7162560B2 (ja) * 2019-03-28 2022-10-28 日立造船株式会社 情報処理装置、情報処理方法、情報処理プログラム、およびゴミ焼却プラント
EP3731201B1 (en) * 2019-04-24 2022-11-09 ABB Schweiz AG A support system for an operator
JP2022531717A (ja) 2019-05-09 2022-07-08 デュール システムズ アーゲー 工作物を管理する方法、管理設備及び処理設備
DE112020002299A5 (de) 2019-05-09 2022-03-03 Dürr Systems Ag Verfahren zur Analyse von Qualitätsmängeln
PT3966650T (pt) 2019-05-09 2024-04-04 Duerr Systems Ag Processo para o controlo e pós-tratamento de peças de trabalho, instalação de controlo e instalação de tratamento
EP3966647B1 (de) 2019-05-09 2025-10-29 Dürr Systems AG Analyseverfahren und vorrichtungen hierzu
CN114730461A (zh) * 2019-11-11 2022-07-08 阿韦瓦软件有限责任公司 Scada系统中的视觉人工智能
US11796920B2 (en) * 2020-02-12 2023-10-24 Asml Netherlands B.V. Method for controlling a manufacturing process and associated apparatuses
US11823060B2 (en) 2020-04-29 2023-11-21 HCL America, Inc. Method and system for performing deterministic data processing through artificial intelligence
US20230367282A1 (en) * 2020-08-13 2023-11-16 Universitat Politecnica De Catalunya Automatically evolving a process model
JP7471983B2 (ja) * 2020-09-30 2024-04-22 Ntn株式会社 状態監視装置および状態監視方法
CN113137211B (zh) * 2021-04-02 2023-01-17 常州大学 一种基于模糊综合决策的油井生产参数自适应调控方法
CN113837004B (zh) * 2021-08-20 2024-05-31 北京工业大学 一种基于深度学习的游梁式抽油机运动学分析方法
JP2023149010A (ja) * 2022-03-30 2023-10-13 横河電機株式会社 情報処理装置、プラント制御方法およびプラント制御プログラム
KR102540257B1 (ko) * 2022-12-19 2023-06-07 주식회사 에스와이플랜택 Ｅｓｇ 경영을 위한 인공지능 기반 환경설비 및 산업플랜트 관리 서비스 시스템
CN116841199B (zh) * 2023-06-29 2024-11-22 南京工业大学 一种基于数据驱动的蒸汽-水热交换机系统的量化事件触发控制方法
CN120342273B (zh) * 2025-06-19 2025-09-26 佛山职业技术学院 用于厨师机的电机控制方法

Family Cites Families (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2539540B2 (ja) * 1990-09-19 1996-10-02 株式会社日立製作所 プロセス制御装置
JPH06123642A (ja) * 1992-10-13 1994-05-06 Toshiba Corp プラント異常診断方法及びプラント異常診断装置
US5566092A (en) * 1993-12-30 1996-10-15 Caterpillar Inc. Machine fault diagnostics system and method
JP3339431B2 (ja) * 1998-11-11 2002-10-28 株式会社日立製作所 制御対象モデル構築方法および制御対象応答範囲表示方法、ならびにそのシステム
JP3819262B2 (ja) * 2001-06-25 2006-09-06 三菱化学株式会社 設備管理システム
US7797062B2 (en) * 2001-08-10 2010-09-14 Rockwell Automation Technologies, Inc. System and method for dynamic multi-objective optimization of machine selection, integration and utilization
JP4186503B2 (ja) * 2002-04-22 2008-11-26 Ｊｆｅスチール株式会社 故障診断装置、故障診断方法及びそのプログラム
US7720779B1 (en) * 2006-01-23 2010-05-18 Quantum Leap Research, Inc. Extensible bayesian network editor with inferencing capabilities
WO2007087729A1 (en) 2006-02-03 2007-08-09 Recherche 2000 Inc. Intelligent monitoring system and method for building predictive models and detecting anomalies
CN1851491A (zh) * 2006-02-20 2006-10-25 华为技术有限公司 一种故障定位方法
JP5193533B2 (ja) * 2007-09-04 2013-05-08 株式会社東芝 遠隔監視システム及び遠隔監視方法
EP2225636B1 (en) * 2007-12-18 2018-05-30 BAE Systems PLC Assisting failure mode and effects analysis of a system comprising a plurality of components
US8185217B2 (en) * 2008-01-31 2012-05-22 Fisher-Rosemount Systems, Inc. Robust adaptive model predictive controller with tuning to compensate for model mismatch
JP2009282750A (ja) * 2008-05-22 2009-12-03 Hitachi Ltd プラントのデータ処理装置及びプラントのデータ処理方法
US20100228398A1 (en) * 2009-03-04 2010-09-09 Riemer Powers Corp. System and method for remotely monitoring and controlling pump jacks
CN101976827B (zh) * 2010-12-01 2013-04-10 江西省电力公司 自适应外部环境的电力系统预防控制候选措施识别方法
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
CN102262690B (zh) * 2011-06-07 2013-10-30 中国石油大学(北京) 一种混合故障预警模型的建模方法及建模系统
CN102290811B (zh) * 2011-08-10 2014-06-25 上海市电力公司 对事故预案和运行方式进行评估的方法
CN103197177B (zh) * 2013-03-20 2015-09-23 山东电力集团公司济宁供电公司 一种基于贝叶斯网络的变压器故障诊断分析方法
CN103198217B (zh) * 2013-03-26 2016-06-22 X·Q·李 一种故障检测方法及系统

Also Published As

Publication number Publication date
EP3074824B1 (en) 2019-05-15
CN105900022A (zh) 2016-08-24
EP3074824B8 (en) 2019-08-14
WO2015077890A1 (en) 2015-06-04
MX2016006764A (es) 2016-12-16
EP3074824A1 (en) 2016-10-05
JP6751021B2 (ja) 2020-09-02
JP2016538645A (ja) 2016-12-08
EP3074824A4 (en) 2017-07-26

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