AR120952A1 - Sistemas y métodos para predicción temprana de fallas en extremos de fluido - Google Patents
Sistemas y métodos para predicción temprana de fallas en extremos de fluidoInfo
- Publication number
- AR120952A1 AR120952A1 ARP200103707A ARP200103707A AR120952A1 AR 120952 A1 AR120952 A1 AR 120952A1 AR P200103707 A ARP200103707 A AR P200103707A AR P200103707 A ARP200103707 A AR P200103707A AR 120952 A1 AR120952 A1 AR 120952A1
- Authority
- AR
- Argentina
- Prior art keywords
- hydraulic fracturing
- operational data
- machine learning
- failures
- systems
- Prior art date
Links
- 239000012530 fluid Substances 0.000 title abstract 3
- 238000000034 method Methods 0.000 title abstract 3
- 238000010801 machine learning Methods 0.000 abstract 3
- 238000012544 monitoring process Methods 0.000 abstract 1
Classifications
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F04—POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
- F04B—POSITIVE-DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS
- F04B49/00—Control, e.g. of pump delivery, or pump pressure of, or safety measures for, machines, pumps, or pumping installations, not otherwise provided for, or of interest apart from, groups F04B1/00 - F04B47/00
- F04B49/10—Other safety measures
-
- E—FIXED CONSTRUCTIONS
- E21—EARTH OR ROCK DRILLING; MINING
- E21B—EARTH OR ROCK DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS
- E21B43/00—Methods or apparatus for obtaining oil, gas, water, soluble or meltable materials or a slurry of minerals from wells
- E21B43/25—Methods for stimulating production
- E21B43/26—Methods for stimulating production by forming crevices or fractures
- E21B43/2607—Surface equipment specially adapted for fracturing operations
-
- E—FIXED CONSTRUCTIONS
- E21—EARTH OR ROCK DRILLING; MINING
- E21B—EARTH OR ROCK DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS
- E21B47/00—Survey of boreholes or wells
- E21B47/06—Measuring temperature or pressure
- E21B47/07—Temperature
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F04—POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
- F04B—POSITIVE-DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS
- F04B47/00—Pumps or pumping installations specially adapted for raising fluids from great depths, e.g. well pumps
-
- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/18—Status alarms
- G08B21/187—Machine fault alarms
-
- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B25/00—Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems
- G08B25/01—Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium
- G08B25/08—Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium using communication transmission lines
-
- E—FIXED CONSTRUCTIONS
- E21—EARTH OR ROCK DRILLING; MINING
- E21B—EARTH OR ROCK DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS
- E21B2200/00—Special features related to earth drilling for obtaining oil, gas or water
- E21B2200/22—Fuzzy logic, artificial intelligence, neural networks or the like
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F04—POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
- F04B—POSITIVE-DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS
- F04B2205/00—Fluid parameters
- F04B2205/05—Pressure after the pump outlet
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F04—POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
- F04B—POSITIVE-DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS
- F04B2205/00—Fluid parameters
- F04B2205/09—Flow through the pump
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F04—POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
- F04B—POSITIVE-DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS
- F04B49/00—Control, e.g. of pump delivery, or pump pressure of, or safety measures for, machines, pumps, or pumping installations, not otherwise provided for, or of interest apart from, groups F04B1/00 - F04B47/00
- F04B49/06—Control using electricity
- F04B49/065—Control using electricity and making use of computers
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Mining & Mineral Resources (AREA)
- Geology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Fluid Mechanics (AREA)
- Geochemistry & Mineralogy (AREA)
- General Life Sciences & Earth Sciences (AREA)
- Environmental & Geological Engineering (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Emergency Management (AREA)
- Geophysics (AREA)
- Computer Hardware Design (AREA)
- Testing And Monitoring For Control Systems (AREA)
- Fluid-Pressure Circuits (AREA)
- Control Of Positive-Displacement Pumps (AREA)
- Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
Abstract
Un método de monitoreo de equipos de fracturamiento hidráulico incluye entrenar un modelo de aprendizaje automático (158) sobre datos de entrenamiento (154) obtenidos de una pluralidad de operaciones de fracturamiento hidráulico. Los datos de entrenamiento (154) incluyen un corpus de datos operativos asociados con las operaciones de fracturamiento hidráulico y condiciones de estado correspondientes asociadas con una o más secciones de fluidos de bomba hidráulica (56). El método además incluye recibir un conjunto de datos operativos (162) asociados con una operación activa de fracturamiento hidráulico, procesar el conjunto de datos operativos (162) utilizando el modelo de aprendizaje automático entrenado (158), y determinar, en base al modelo de aprendizaje automático entrenado (158) y el conjunto de entrada de datos operativos, una o más condiciones de estado estimadas de una sección de fluidos de bomba hidráulica (56) utilizada en la operación activa de fracturamiento hidráulico.
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201962955978P | 2019-12-31 | 2019-12-31 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| AR120952A1 true AR120952A1 (es) | 2022-03-30 |
Family
ID=76546021
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| ARP200103707A AR120952A1 (es) | 2019-12-31 | 2020-12-30 | Sistemas y métodos para predicción temprana de fallas en extremos de fluido |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US20210199110A1 (es) |
| AR (1) | AR120952A1 (es) |
| CA (1) | CA3159977A1 (es) |
| WO (1) | WO2021138524A1 (es) |
Families Citing this family (33)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11624326B2 (en) | 2017-05-21 | 2023-04-11 | Bj Energy Solutions, Llc | Methods and systems for supplying fuel to gas turbine engines |
| US11560845B2 (en) | 2019-05-15 | 2023-01-24 | Bj Energy Solutions, Llc | Mobile gas turbine inlet air conditioning system and associated methods |
| US10895202B1 (en) | 2019-09-13 | 2021-01-19 | Bj Energy Solutions, Llc | Direct drive unit removal system and associated methods |
| CA3092865C (en) | 2019-09-13 | 2023-07-04 | Bj Energy Solutions, Llc | Power sources and transmission networks for auxiliary equipment onboard hydraulic fracturing units and associated methods |
| CA3092829C (en) | 2019-09-13 | 2023-08-15 | Bj Energy Solutions, Llc | Methods and systems for supplying fuel to gas turbine engines |
| CA3092859A1 (en) | 2019-09-13 | 2021-03-13 | Bj Energy Solutions, Llc | Fuel, communications, and power connection systems and related methods |
| US11015594B2 (en) | 2019-09-13 | 2021-05-25 | Bj Energy Solutions, Llc | Systems and method for use of single mass flywheel alongside torsional vibration damper assembly for single acting reciprocating pump |
| US10815764B1 (en) | 2019-09-13 | 2020-10-27 | Bj Energy Solutions, Llc | Methods and systems for operating a fleet of pumps |
| US11002189B2 (en) | 2019-09-13 | 2021-05-11 | Bj Energy Solutions, Llc | Mobile gas turbine inlet air conditioning system and associated methods |
| US11555756B2 (en) | 2019-09-13 | 2023-01-17 | Bj Energy Solutions, Llc | Fuel, communications, and power connection systems and related methods |
| US10961914B1 (en) | 2019-09-13 | 2021-03-30 | BJ Energy Solutions, LLC Houston | Turbine engine exhaust duct system and methods for noise dampening and attenuation |
| US11708829B2 (en) | 2020-05-12 | 2023-07-25 | Bj Energy Solutions, Llc | Cover for fluid systems and related methods |
| US10968837B1 (en) | 2020-05-14 | 2021-04-06 | Bj Energy Solutions, Llc | Systems and methods utilizing turbine compressor discharge for hydrostatic manifold purge |
| US11428165B2 (en) | 2020-05-15 | 2022-08-30 | Bj Energy Solutions, Llc | Onboard heater of auxiliary systems using exhaust gases and associated methods |
| US11208880B2 (en) | 2020-05-28 | 2021-12-28 | Bj Energy Solutions, Llc | Bi-fuel reciprocating engine to power direct drive turbine fracturing pumps onboard auxiliary systems and related methods |
| US11208953B1 (en) | 2020-06-05 | 2021-12-28 | Bj Energy Solutions, Llc | Systems and methods to enhance intake air flow to a gas turbine engine of a hydraulic fracturing unit |
| US11109508B1 (en) | 2020-06-05 | 2021-08-31 | Bj Energy Solutions, Llc | Enclosure assembly for enhanced cooling of direct drive unit and related methods |
| US11111768B1 (en) | 2020-06-09 | 2021-09-07 | Bj Energy Solutions, Llc | Drive equipment and methods for mobile fracturing transportation platforms |
| US10954770B1 (en) | 2020-06-09 | 2021-03-23 | Bj Energy Solutions, Llc | Systems and methods for exchanging fracturing components of a hydraulic fracturing unit |
| US11066915B1 (en) | 2020-06-09 | 2021-07-20 | Bj Energy Solutions, Llc | Methods for detection and mitigation of well screen out |
| US11939853B2 (en) | 2020-06-22 | 2024-03-26 | Bj Energy Solutions, Llc | Systems and methods providing a configurable staged rate increase function to operate hydraulic fracturing units |
| US11933153B2 (en) | 2020-06-22 | 2024-03-19 | Bj Energy Solutions, Llc | Systems and methods to operate hydraulic fracturing units using automatic flow rate and/or pressure control |
| US11125066B1 (en) | 2020-06-22 | 2021-09-21 | Bj Energy Solutions, Llc | Systems and methods to operate a dual-shaft gas turbine engine for hydraulic fracturing |
| US11028677B1 (en) | 2020-06-22 | 2021-06-08 | Bj Energy Solutions, Llc | Stage profiles for operations of hydraulic systems and associated methods |
| US11473413B2 (en) | 2020-06-23 | 2022-10-18 | Bj Energy Solutions, Llc | Systems and methods to autonomously operate hydraulic fracturing units |
| US11466680B2 (en) | 2020-06-23 | 2022-10-11 | Bj Energy Solutions, Llc | Systems and methods of utilization of a hydraulic fracturing unit profile to operate hydraulic fracturing units |
| US11220895B1 (en) | 2020-06-24 | 2022-01-11 | Bj Energy Solutions, Llc | Automated diagnostics of electronic instrumentation in a system for fracturing a well and associated methods |
| US11149533B1 (en) | 2020-06-24 | 2021-10-19 | Bj Energy Solutions, Llc | Systems to monitor, detect, and/or intervene relative to cavitation and pulsation events during a hydraulic fracturing operation |
| US11193361B1 (en) | 2020-07-17 | 2021-12-07 | Bj Energy Solutions, Llc | Methods, systems, and devices to enhance fracturing fluid delivery to subsurface formations during high-pressure fracturing operations |
| US11697985B2 (en) * | 2020-12-03 | 2023-07-11 | Caterpillar Inc. | Automated hydraulic fracturing operation |
| US11639654B2 (en) | 2021-05-24 | 2023-05-02 | Bj Energy Solutions, Llc | Hydraulic fracturing pumps to enhance flow of fracturing fluid into wellheads and related methods |
| US20230117396A1 (en) * | 2021-10-01 | 2023-04-20 | Halliburton Energy Services, Inc. | Use of Vibration Indexes as Classifiers For Tool Performance Assessment and Failure Detection |
| WO2023115486A1 (zh) * | 2021-12-23 | 2023-06-29 | 烟台杰瑞石油服务集团股份有限公司 | 柱塞泵设备的故障预警方法、装置以及柱塞泵设备*** |
Family Cites Families (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6882960B2 (en) * | 2003-02-21 | 2005-04-19 | J. Davis Miller | System and method for power pump performance monitoring and analysis |
| DE10322194A1 (de) * | 2003-05-16 | 2004-12-09 | Siemens Ag | Diagnosesystem und -verfahren für ein Ventil, insbesondere ein Rückschlagventil einer Verdrängerpumpe |
| US7542875B2 (en) * | 2005-03-17 | 2009-06-02 | Performance Pulsation Control, Inc. | Reciprocating pump performance prediction |
| US7395188B1 (en) * | 2006-12-07 | 2008-07-01 | General Electric Company | System and method for equipment life estimation |
| CN104508233B (zh) * | 2012-05-25 | 2017-05-03 | S.P.M.流量控制股份有限公司 | 评估与井口相关联的*** |
| CA2988463C (en) * | 2015-06-05 | 2024-02-13 | Schlumberger Canada Limited | Wellsite equipment health monitoring |
| US10317875B2 (en) * | 2015-09-30 | 2019-06-11 | Bj Services, Llc | Pump integrity detection, monitoring and alarm generation |
| US10584698B2 (en) * | 2016-04-07 | 2020-03-10 | Schlumberger Technology Corporation | Pump assembly health assessment |
| WO2018160174A1 (en) * | 2017-03-01 | 2018-09-07 | Baker Hughes Incorporated | Analyzing a pump to determine valve wear and washout using a self-organizing map |
| CA3080317A1 (en) * | 2017-10-25 | 2019-05-02 | U.S. Well Services, LLC | Smart fracturing system and method |
| CA3023906A1 (en) * | 2017-11-13 | 2019-05-13 | Wesley W. JOHNSON | Hydraulic fracturing |
| MX2022001000A (es) * | 2019-07-26 | 2022-05-24 | Fluid Power Ai Llc | Sistema y metodo para evaluar sucesos de sistema hidraulico y ejecutar respuestas. |
| CA3148496A1 (en) * | 2019-07-26 | 2021-02-04 | Typhon Technology Solutions, Llc | Artificial intelligence based hydraulic fracturing system monitoring and control |
-
2020
- 2020-12-30 AR ARP200103707A patent/AR120952A1/es unknown
- 2020-12-30 US US17/137,570 patent/US20210199110A1/en active Pending
- 2020-12-31 WO PCT/US2020/067608 patent/WO2021138524A1/en active Application Filing
- 2020-12-31 CA CA3159977A patent/CA3159977A1/en active Pending
Also Published As
| Publication number | Publication date |
|---|---|
| US20210199110A1 (en) | 2021-07-01 |
| WO2021138524A1 (en) | 2021-07-08 |
| CA3159977A1 (en) | 2021-07-08 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| AR120952A1 (es) | Sistemas y métodos para predicción temprana de fallas en extremos de fluido | |
| AR119483A1 (es) | Vigilancia de sistema de fracturación hidráulica a base de inteligencia artificial | |
| MX2016004674A (es) | Sistema y metodo para determinar la secuencia de realizacion de una pluralidad de tareas. | |
| SG11201803696QA (en) | Service call information processing method and device | |
| CO2017003536A2 (es) | Métodos y sistemas para la gestión de actividades agrícolas | |
| AR114671A1 (es) | Sistema y método para detectar eventos en el fondo de un pozo | |
| BR112018070581A2 (pt) | meio legível por computador e sistema de computação | |
| MX2020011424A (es) | Elastomero con un metal expandible. | |
| AR114805A1 (es) | Método y sistema de fracturación inteligente | |
| BR112019023997A2 (pt) | integrando informações contextuais no fluxo de trabalho para operações de furo de poço | |
| AR098175A1 (es) | Predicción de riesgos en tiempo real durante operaciones de perforación | |
| AR057892A1 (es) | Metodo para perforar y obtener hidrocarburos de formaciones subterraneas | |
| AR116849A1 (es) | Sistemas y métodos para la identificación y el uso de ubicaciones de prueba en campos agrícolas | |
| AR101859A1 (es) | Métodos de planificación de fractura automatizados para campos con múltiples pozos | |
| CL2021001068A1 (es) | Sistema de minería (divisional de la solicitud 1822-2020) | |
| MY197724A (en) | Method and device for service processing | |
| CO2021011685A2 (es) | Método de diseño de polímeros para un control eficaz de la pérdida de fluido | |
| CL2022000527A1 (es) | Un método y aparato para monitorear características operativas de un complejo de plantas de gas industrial | |
| PE20190303A1 (es) | Aparato de estimacion de la distancia epicentral, metodo de estimacion de la distancia epicentral, y medio de grabacion legible por computadora | |
| SG11201809697YA (en) | Topic alarm method, device, computer apparatus, and storage medium | |
| GB2580243A (en) | Recurrent neural network model for multi-stage pumping | |
| GB2549425A (en) | Fluid monitoring using radio frequency identification | |
| AR103364A1 (es) | Optimización de selección y funcionamiento de sensor para monitor y control de pozos | |
| BR112022000518A2 (pt) | Sistema para fabricar um pneu, dispositivo, e, método de fabricação de um pneu | |
| PH12020551481A1 (en) | Operation support system and operation support method for desulfurization apparatus |