MX2016006764A - Metodo y sistema para controlar procesos dinamicos con base en un modelo artificialmente inteligente usando agentes probabilisticos. - Google Patents

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

Info

Publication number
MX2016006764A
MX2016006764A MX2016006764A MX2016006764A MX2016006764A MX 2016006764 A MX2016006764 A MX 2016006764A MX 2016006764 A MX2016006764 A MX 2016006764A MX 2016006764 A MX2016006764 A MX 2016006764A MX 2016006764 A MX2016006764 A MX 2016006764A
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
MX376530B (es
Inventor
Watson Jeff
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; 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Algebra (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Quality & Reliability (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Feedback Control In General (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 true MX2016006764A (es) 2016-12-16
MX376530B 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 (21)

* 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
EP3827387A1 (en) * 2018-08-27 2021-06-02 Siemens Corporation Systematic prognostic analysis with dynamic causal model
NO20210101A1 (en) * 2018-08-30 2021-01-26 Landmark Graphics Corp 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
EP3966647A1 (de) * 2019-05-09 2022-03-16 Dürr Systems AG Analyseverfahren und vorrichtungen hierzu
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

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
DE112009005510A5 (de) * 2008-01-31 2013-06-20 Fisher-Rosemount Systems, Inc. Robuster adaptiver modellprädiktiver Regler mit Abstimmung zum Ausgleich einer Modellfehlanpassung
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
JP6751021B2 (ja) 2020-09-02
MX376530B (es) 2025-03-07
EP3074824A1 (en) 2016-10-05
JP2016538645A (ja) 2016-12-08
CN105900022A (zh) 2016-08-24
EP3074824A4 (en) 2017-07-26
EP3074824B1 (en) 2019-05-15
WO2015077890A1 (en) 2015-06-04
EP3074824B8 (en) 2019-08-14

Similar Documents

Publication Publication Date Title
MX2016006764A (es) Metodo y sistema para controlar procesos dinamicos con base en un modelo artificialmente inteligente usando agentes probabilisticos.
CO2018001525A2 (es) Método para determinar la porosidad asociada a la materia orgánica en un pozo o formación
EP3411634A4 (en) DATA PROVIDER AND METHOD FOR GENERATING AND USING A LEARNING MODEL THEREFOR
MX392401B (es) Sistema y metodo para facilitar software de soldadura como un servicio.
EP4331473A3 (en) Method and apparatus for recognizing gait task
EP3674516A3 (en) Flooding analysis tool and method thereof
EA201690256A1 (ru) Система и способ планирования площадки для транспортных средств
MX2017002531A (es) Manejo de agua en campos petroleros.
FR3020915B1 (fr) Procede de mise en œuvre d'un robot de traitement du sol et systeme correspondant
SA516371856B1 (ar) مراقبة العديد من سلاسل الأنابيب باستخدام أداة كهرومغناطيسية للكشف عن التآكل (em)
WO2015178977A3 (en) In situ neural network co-processing
FR3030077B1 (fr) Procede d'ajustement de la precision d'un programme d'ordinateur manipulant au moins un nombre a virgule.
WO2014118555A3 (en) Impression tool and methods of use
EP3420424C0 (de) Verfahren zur durchführung eines zyklischen produktionsprozesses
FR3059443B1 (fr) Procede d'exploitation d'un gisement d'hydrocarbures par calage d'historique de production fonction de la diagenese
WO2015119963A3 (en) Short-term synaptic memory based on a presynaptic spike
MX377941B (es) Producción de cuero.
EP2960326A4 (en) MICROORGANISM CAPABLE OF INCREASING MILKIC ACID MANUFACTURE AND PROCESS FOR PREPARING MILKIC ACID USE THEREOF
AR101678A1 (es) Dispositivo de procesamiento de información, método de procesamiento de información y medio de almacenamiento legible por computadora no transitorio de almacenamiento de programa
CO2019003599A2 (es) Método y sistema para almacenar y acceder a datos de bioinformática
FR3004826B1 (fr) Procede de controle d'integrite et dispositif de fusion-consolidation comprenant un pluralite de modules de traitement
FR3034693B1 (fr) Procede de surveillance d'un procede de fraisage
FR3019339B1 (fr) Procede de transfert de donnees entre taches temps reel utilisant un controleur memoire dma
NO20171725A1 (en) Visualization of quantitative drilling operations data related to a stuck pipe event
CL2019000955A1 (es) Método y sistema para la transmisión de datos bioinformáticos.

Legal Events

Date Code Title Description
FG Grant or registration