CN105408914B - 流体回流预测 - Google Patents
流体回流预测 Download PDFInfo
- Publication number
- CN105408914B CN105408914B CN201480039993.1A CN201480039993A CN105408914B CN 105408914 B CN105408914 B CN 105408914B CN 201480039993 A CN201480039993 A CN 201480039993A CN 105408914 B CN105408914 B CN 105408914B
- Authority
- CN
- China
- Prior art keywords
- data
- predictive model
- fluid return
- variable
- drilling
- 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.)
- Active
Links
Classifications
-
- 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
- E21B44/00—Automatic control systems specially adapted for drilling operations, i.e. self-operating systems which function to carry out or modify a drilling operation without intervention of a human operator, e.g. computer-controlled drilling systems; Systems specially adapted for monitoring a plurality of drilling variables or conditions
-
- 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
- E21B21/00—Methods or apparatus for flushing boreholes, e.g. by use of exhaust air from motor
- E21B21/08—Controlling or monitoring pressure or flow of drilling fluid, e.g. automatic filling of boreholes, automatic control of bottom pressure
-
- 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
- E21B47/04—Measuring depth or liquid level
- E21B47/047—Liquid level
-
- 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
- E21B49/00—Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells
- E21B49/003—Testing the nature of borehole walls; Formation testing; Methods or apparatus for obtaining samples of soil or well fluids, specially adapted to earth drilling or wells by analysing drilling variables or conditions
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
-
- 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
Landscapes
- Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Geology (AREA)
- Mining & Mineral Resources (AREA)
- Physics & Mathematics (AREA)
- Environmental & Geological Engineering (AREA)
- Fluid Mechanics (AREA)
- General Life Sciences & Earth Sciences (AREA)
- Geochemistry & Mineralogy (AREA)
- Mechanical Engineering (AREA)
- Theoretical Computer Science (AREA)
- Geophysics (AREA)
- Chemical & Material Sciences (AREA)
- Analytical Chemistry (AREA)
- Evolutionary Computation (AREA)
- Geometry (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Computer Hardware Design (AREA)
- Testing And Monitoring For Control Systems (AREA)
- Earth Drilling (AREA)
- User Interface Of Digital Computer (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Applications Claiming Priority (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201361893938P | 2013-10-22 | 2013-10-22 | |
| US61/893,938 | 2013-10-22 | ||
| US14/518,624 US9163497B2 (en) | 2013-10-22 | 2014-10-20 | Fluid flow back prediction |
| US14/518,624 | 2014-10-20 | ||
| PCT/US2014/061479 WO2015061255A1 (en) | 2013-10-22 | 2014-10-21 | Fluid flow back prediction |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN105408914A CN105408914A (zh) | 2016-03-16 |
| CN105408914B true CN105408914B (zh) | 2018-04-24 |
Family
ID=52826904
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201480039993.1A Active CN105408914B (zh) | 2013-10-22 | 2014-10-21 | 流体回流预测 |
Country Status (8)
| Country | Link |
|---|---|
| US (1) | US9163497B2 (https=) |
| CN (1) | CN105408914B (https=) |
| BR (1) | BR112016000407B1 (https=) |
| CA (1) | CA2915895C (https=) |
| GB (1) | GB2529127B (https=) |
| MX (1) | MX356720B (https=) |
| NO (1) | NO341990B1 (https=) |
| WO (1) | WO2015061255A1 (https=) |
Families Citing this family (18)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| MX369061B (es) * | 2014-09-29 | 2019-10-28 | Schlumberger Technology Bv | Sistema de control a base de referencia de tiempo absoluto para automatización de construcción de pozo. |
| US10851636B1 (en) * | 2015-06-08 | 2020-12-01 | DataInfoCom USA, Inc. | Systems and methods for analyzing resource production |
| US10577907B2 (en) * | 2016-09-26 | 2020-03-03 | International Business Machines Corporation | Multi-level modeling of steam assisted gravity drainage wells |
| US10570717B2 (en) | 2016-09-26 | 2020-02-25 | International Business Machines Corporation | Controlling operation of a steam-assisted gravity drainage oil well system utilizing continuous and discrete control parameters |
| US10352142B2 (en) * | 2016-09-26 | 2019-07-16 | International Business Machines Corporation | Controlling operation of a stem-assisted gravity drainage oil well system by adjusting multiple time step controls |
| US10267130B2 (en) | 2016-09-26 | 2019-04-23 | International Business Machines Corporation | Controlling operation of a steam-assisted gravity drainage oil well system by adjusting controls to reduce model uncertainty |
| US10614378B2 (en) | 2016-09-26 | 2020-04-07 | International Business Machines Corporation | Cross-well allocation optimization in steam assisted gravity drainage wells |
| US10378324B2 (en) | 2016-09-26 | 2019-08-13 | International Business Machines Corporation | Controlling operation of a steam-assisted gravity drainage oil well system by adjusting controls based on forecast emulsion production |
| US20180187498A1 (en) * | 2017-01-03 | 2018-07-05 | General Electric Company | Systems and methods for early well kick detection |
| EP3379021A1 (en) * | 2017-03-21 | 2018-09-26 | Welltec A/S | Downhole plug and abandonment system |
| US10866962B2 (en) | 2017-09-28 | 2020-12-15 | DatalnfoCom USA, Inc. | Database management system for merging data into a database |
| KR20210013721A (ko) * | 2018-06-22 | 2021-02-05 | 하이드릴 유에스에이 디스트리뷰션 엘엘씨 | 킥의 조기 검출을 위한 방법 및 장치 |
| US11598196B2 (en) | 2018-11-19 | 2023-03-07 | National Oilwell Varco, L.P. | Universal rig controller interface |
| WO2020159922A1 (en) * | 2019-01-31 | 2020-08-06 | Schlumberger Technology Corporation | Notification and task management system |
| CA3185302A1 (en) * | 2020-05-29 | 2021-12-02 | Technological Resources Pty Limited | Method and system for controlling a plurality of drill rigs |
| CN113449417A (zh) * | 2021-06-17 | 2021-09-28 | 中国海洋石油集团有限公司 | 一种注水井溢流层段预测方法 |
| WO2023052821A1 (en) * | 2021-09-30 | 2023-04-06 | Innovation Technical Solution S.A.O.C (Innovateq) | Methods and systems for optimizing scattered databases and accessing complex data structures for end-user integrated platforms |
| WO2025211995A1 (en) * | 2024-04-03 | 2025-10-09 | Epiroc Rock Drills Aktiebolag | A method for breaking rock |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5205166A (en) * | 1991-08-07 | 1993-04-27 | Schlumberger Technology Corporation | Method of detecting fluid influxes |
| US20040040746A1 (en) * | 2002-08-27 | 2004-03-04 | Michael Niedermayr | Automated method and system for recognizing well control events |
| US20090143923A1 (en) * | 2000-09-08 | 2009-06-04 | Breed David S | Arrangement and Method for Monitoring Shipping Containers |
| US20110153296A1 (en) * | 2009-12-21 | 2011-06-23 | Baker Hughes Incorporated | System and methods for real-time wellbore stability service |
| US20120029710A1 (en) * | 2010-07-30 | 2012-02-02 | Ruchali Dodderi | Intelligent core engine |
| US8244654B1 (en) * | 2007-10-22 | 2012-08-14 | Healthways, Inc. | End of life predictive model |
Family Cites Families (56)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| GB2279381B (en) | 1993-06-25 | 1996-08-21 | Schlumberger Services Petrol | Method of warning of pipe sticking during drilling operations |
| EP0718641B1 (en) | 1994-12-12 | 2003-08-13 | Baker Hughes Incorporated | Drilling system with downhole apparatus for transforming multiple downhole sensor measurements into parameters of interest and for causing the drilling direction to change in response thereto |
| US5787986A (en) | 1995-03-29 | 1998-08-04 | Halliburton Energy Services, Inc. | Control of particulate flowback in subterranean wells |
| US6209643B1 (en) | 1995-03-29 | 2001-04-03 | Halliburton Energy Services, Inc. | Method of controlling particulate flowback in subterranean wells and introducing treatment chemicals |
| GB9621871D0 (en) | 1996-10-21 | 1996-12-11 | Anadrill Int Sa | Alarm system for wellbore site |
| US6234250B1 (en) | 1999-07-23 | 2001-05-22 | Halliburton Energy Services, Inc. | Real time wellbore pit volume monitoring system and method |
| US6968909B2 (en) | 2002-03-06 | 2005-11-29 | Schlumberger Technology Corporation | Realtime control of a drilling system using the output from combination of an earth model and a drilling process model |
| US6944547B2 (en) | 2002-07-26 | 2005-09-13 | Varco I/P, Inc. | Automated rig control management system |
| US6832650B2 (en) | 2002-09-11 | 2004-12-21 | Halliburton Energy Services, Inc. | Methods of reducing or preventing particulate flow-back in wells |
| US7128167B2 (en) | 2002-12-27 | 2006-10-31 | Schlumberger Technology Corporation | System and method for rig state detection |
| US7899657B2 (en) | 2003-01-24 | 2011-03-01 | Rockwell Automoation Technologies, Inc. | Modeling in-situ reservoirs with derivative constraints |
| US6892813B2 (en) | 2003-01-30 | 2005-05-17 | Halliburton Energy Services, Inc. | Methods for preventing fracture proppant flowback |
| WO2004090285A1 (en) | 2003-03-31 | 2004-10-21 | Baker Hughes Incorporated | Real-time drilling optimization based on mwd dynamic measurements |
| US8209202B2 (en) | 2005-04-29 | 2012-06-26 | Landmark Graphics Corporation | Analysis of multiple assets in view of uncertainties |
| CN101243240A (zh) | 2005-08-19 | 2008-08-13 | 埃克森美孚上游研究公司 | 与井的增产措施有关的方法和装置 |
| US7621324B2 (en) | 2006-03-30 | 2009-11-24 | Don Atencio | Automated flowback and information system |
| US7447611B2 (en) | 2006-05-09 | 2008-11-04 | Hsb Solomon Associates, Llc | Power generation performance analysis system and method |
| US20080255892A1 (en) | 2007-04-11 | 2008-10-16 | The University Of Southern California | System and Method for Oil Production Forecasting and Optimization in a Model-Based Framework |
| US7814989B2 (en) | 2007-05-21 | 2010-10-19 | Schlumberger Technology Corporation | System and method for performing a drilling operation in an oilfield |
| US7966273B2 (en) * | 2007-07-27 | 2011-06-21 | Schlumberger Technology Corporation | Predicting formation fluid property through downhole fluid analysis using artificial neural network |
| US20090076873A1 (en) | 2007-09-19 | 2009-03-19 | General Electric Company | Method and system to improve engineered system decisions and transfer risk |
| US7660673B2 (en) | 2007-10-12 | 2010-02-09 | Schlumberger Technology Corporation | Coarse wellsite analysis for field development planning |
| US8121971B2 (en) * | 2007-10-30 | 2012-02-21 | Bp Corporation North America Inc. | Intelligent drilling advisor |
| US8417495B2 (en) | 2007-11-07 | 2013-04-09 | Baker Hughes Incorporated | Method of training neural network models and using same for drilling wellbores |
| CA2708220C (en) | 2007-12-14 | 2016-04-12 | 3M Innovative Properties Company | Methods of treating subterranean wells using changeable additives |
| US7966166B2 (en) | 2008-04-18 | 2011-06-21 | Schlumberger Technology Corp. | Method for determining a set of net present values to influence the drilling of a wellbore and increase production |
| US8527248B2 (en) | 2008-04-18 | 2013-09-03 | Westerngeco L.L.C. | System and method for performing an adaptive drilling operation |
| US8256534B2 (en) | 2008-05-02 | 2012-09-04 | Baker Hughes Incorporated | Adaptive drilling control system |
| GB2460096B (en) | 2008-06-27 | 2010-04-07 | Wajid Rasheed | Expansion and calliper tool |
| US20100076740A1 (en) | 2008-09-08 | 2010-03-25 | Schlumberger Technology Corporation | System and method for well test design and interpretation |
| US7861800B2 (en) | 2008-10-08 | 2011-01-04 | Schlumberger Technology Corp | Combining belief networks to generate expected outcomes |
| BRPI0914510B1 (pt) | 2008-10-14 | 2019-07-16 | Prad Research And Development Limited | Métodos para automatizar ou parcialmente automatizar a otimização de uma operação de perfuração automatizada ou parcialmente automatizada, sistema para automatizar ouparcialmente automatizar um processo, método para operar um equipamento de perfuração automatizado, método para controlar um processo automatizado para perfurar um furo de poço, e sistema de controle de perfuração |
| NO338750B1 (no) | 2009-03-02 | 2016-10-17 | Drilltronics Rig Systems As | Fremgangsmåte og system for automatisert styring av boreprosess |
| US9598947B2 (en) | 2009-08-07 | 2017-03-21 | Exxonmobil Upstream Research Company | Automatic drilling advisory system based on correlation model and windowed principal component analysis |
| CA2766437A1 (en) | 2009-08-12 | 2011-02-17 | Exxonmobil Upstream Research Company | Optimizing well management policy |
| US7998911B1 (en) | 2010-03-02 | 2011-08-16 | Oil Chem Technologies | Environmental friendly fracturing and stimulation composition and method of using the same |
| US8646523B2 (en) | 2010-03-15 | 2014-02-11 | Baker Hughes Incorporated | Method and materials for proppant flow control with telescoping flow conduit technology |
| US20120000658A1 (en) | 2010-06-30 | 2012-01-05 | Chevron U.S.A. Inc. | Method for in situ fluid assessment and optimization during wellbore displacement operations |
| KR101108177B1 (ko) * | 2010-07-07 | 2012-01-31 | 삼성모바일디스플레이주식회사 | 박막 트랜지스터의 ldd 형성방법, 이를 이용한 박막 트랜지스터 및 유기 전계 발광 장치의 제조 방법 |
| US8733443B2 (en) | 2010-12-21 | 2014-05-27 | Saudi Arabian Oil Company | Inducing flowback of damaging mud-induced materials and debris to improve acid stimulation of long horizontal injection wells in tight carbonate formations |
| CA2829378A1 (en) | 2011-03-09 | 2012-09-13 | Prad Research And Development Limited | Method for charcterizing subsurface formations using fluid pressure response during drilling operations |
| US8695692B2 (en) | 2011-07-29 | 2014-04-15 | Baker Hughes Incorporated | Downhole condition alert system for a drill operator |
| US9181792B2 (en) | 2011-10-05 | 2015-11-10 | Schlumberger Technology Corporation | Method for detecting and mitigating drilling inefficiencies |
| MX2014003947A (es) | 2011-10-06 | 2014-08-21 | Landmark Graphics Corp | Sistemas y metodo para la optimizacion de recuperacion de petroleo de subsuperficie. |
| WO2013066746A1 (en) | 2011-11-02 | 2013-05-10 | Landmark Graphics Corporation | Method and system for predicting a drill string stuck pipe event |
| US8210283B1 (en) | 2011-12-22 | 2012-07-03 | Hunt Energy Enterprises, L.L.C. | System and method for surface steerable drilling |
| US10385260B2 (en) | 2012-01-12 | 2019-08-20 | Ecolab Usa Inc. | Fracturing fluids including amine oxides as flowback aids |
| US9068432B2 (en) | 2012-03-02 | 2015-06-30 | Schlumberger Technology Corporation | Automated survey acceptance in dynamic phase machine automation system |
| WO2013135288A1 (en) | 2012-03-14 | 2013-09-19 | Statoil Canada Limited | System and method for controlling the processing of oil sands |
| US9701888B2 (en) | 2012-03-27 | 2017-07-11 | Ecolab Usa Inc. | Microemulsion flowback aid composition and method of using same |
| US9255473B2 (en) | 2012-05-07 | 2016-02-09 | Halliburton Energy Services, Inc. | Methods and systems for real-time monitoring and processing of wellbore data |
| US9784100B2 (en) | 2012-06-01 | 2017-10-10 | Baker Hughes Incorporated | Smart flowback alarm to detect kicks and losses |
| US9022140B2 (en) | 2012-10-31 | 2015-05-05 | Resource Energy Solutions Inc. | Methods and systems for improved drilling operations using real-time and historical drilling data |
| US9657558B2 (en) | 2012-12-28 | 2017-05-23 | Schlumberger Technology Corporation | Method for treating and measuring subterranean formations |
| US9243486B2 (en) | 2013-02-25 | 2016-01-26 | Baker Hughes Incorporated | Apparatus and method for determining closure pressure from flowback measurements of a fractured formation |
| US9085958B2 (en) | 2013-09-19 | 2015-07-21 | Sas Institute Inc. | Control variable determination to maximize a drilling rate of penetration |
-
2014
- 2014-10-20 US US14/518,624 patent/US9163497B2/en active Active
- 2014-10-21 CA CA2915895A patent/CA2915895C/en active Active
- 2014-10-21 CN CN201480039993.1A patent/CN105408914B/zh active Active
- 2014-10-21 MX MX2016000252A patent/MX356720B/es active IP Right Grant
- 2014-10-21 BR BR112016000407-8A patent/BR112016000407B1/pt active IP Right Grant
- 2014-10-21 GB GB1522206.0A patent/GB2529127B/en active Active
- 2014-10-21 WO PCT/US2014/061479 patent/WO2015061255A1/en not_active Ceased
-
2015
- 2015-12-22 NO NO20151786A patent/NO341990B1/en unknown
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5205166A (en) * | 1991-08-07 | 1993-04-27 | Schlumberger Technology Corporation | Method of detecting fluid influxes |
| US20090143923A1 (en) * | 2000-09-08 | 2009-06-04 | Breed David S | Arrangement and Method for Monitoring Shipping Containers |
| US20040040746A1 (en) * | 2002-08-27 | 2004-03-04 | Michael Niedermayr | Automated method and system for recognizing well control events |
| US8244654B1 (en) * | 2007-10-22 | 2012-08-14 | Healthways, Inc. | End of life predictive model |
| US20110153296A1 (en) * | 2009-12-21 | 2011-06-23 | Baker Hughes Incorporated | System and methods for real-time wellbore stability service |
| US20120029710A1 (en) * | 2010-07-30 | 2012-02-02 | Ruchali Dodderi | Intelligent core engine |
Also Published As
| Publication number | Publication date |
|---|---|
| MX356720B (es) | 2018-06-11 |
| CN105408914A (zh) | 2016-03-16 |
| US9163497B2 (en) | 2015-10-20 |
| NO341990B1 (en) | 2018-03-12 |
| WO2015061255A1 (en) | 2015-04-30 |
| CA2915895C (en) | 2016-06-28 |
| GB2529127B (en) | 2016-03-30 |
| HK1216932A1 (zh) | 2016-12-09 |
| BR112016000407B1 (pt) | 2022-09-27 |
| NO20151786A1 (en) | 2015-12-22 |
| BR112016000407A2 (https=) | 2017-07-25 |
| GB2529127A (en) | 2016-02-10 |
| GB201522206D0 (en) | 2016-01-27 |
| MX2016000252A (es) | 2016-09-08 |
| CA2915895A1 (en) | 2015-04-30 |
| US20150112597A1 (en) | 2015-04-23 |
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