SG11201602214QA - Real-time risk prediction during drilling operations - Google Patents
Real-time risk prediction during drilling operationsInfo
- Publication number
- SG11201602214QA SG11201602214QA SG11201602214QA SG11201602214QA SG11201602214QA SG 11201602214Q A SG11201602214Q A SG 11201602214QA SG 11201602214Q A SG11201602214Q A SG 11201602214QA SG 11201602214Q A SG11201602214Q A SG 11201602214QA SG 11201602214Q A SG11201602214Q A SG 11201602214QA
- Authority
- SG
- Singapore
- Prior art keywords
- real
- during drilling
- drilling operations
- risk prediction
- time risk
- Prior art date
Links
- 238000005553 drilling Methods 0.000 title 1
Classifications
-
- E—FIXED CONSTRUCTIONS
- E21—EARTH DRILLING; MINING
- E21B—EARTH DRILLING, e.g. DEEP 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 DRILLING; MINING
- E21B—EARTH DRILLING, e.g. DEEP DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS
- E21B41/00—Equipment or details not covered by groups E21B15/00 - E21B40/00
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/04—Inference or reasoning models
- G06N5/048—Fuzzy inferencing
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Z—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
- G16Z99/00—Subject matter not provided for in other main groups of this subclass
-
- E—FIXED CONSTRUCTIONS
- E21—EARTH DRILLING; MINING
- E21B—EARTH DRILLING, e.g. DEEP 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
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V11/00—Prospecting or detecting by methods combining techniques covered by two or more of main groups G01V1/00 - G01V9/00
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/US2013/066850 WO2015060864A1 (en) | 2013-10-25 | 2013-10-25 | Real-time risk prediction during drilling operations |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| SG11201602214QA true SG11201602214QA (en) | 2016-05-30 |
Family
ID=52993309
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SG11201602214QA SG11201602214QA (en) | 2013-10-25 | 2013-10-25 | Real-time risk prediction during drilling operations |
Country Status (12)
| Country | Link |
|---|---|
| US (1) | US9582764B2 (en) |
| CN (1) | CN105612538A (en) |
| AR (1) | AR098175A1 (en) |
| AU (1) | AU2013403352B9 (en) |
| BR (1) | BR112016006470A2 (en) |
| CA (1) | CA2925268C (en) |
| DE (1) | DE112013007525T5 (en) |
| GB (1) | GB2537489B (en) |
| MX (1) | MX2016003675A (en) |
| RU (1) | RU2603980C1 (en) |
| SG (1) | SG11201602214QA (en) |
| WO (1) | WO2015060864A1 (en) |
Families Citing this family (22)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9305214B1 (en) * | 2013-10-29 | 2016-04-05 | The United States Of America, As Represented By The Secretary Of The Navy | Systems and methods for real-time horizon detection in images |
| WO2016034945A2 (en) * | 2014-09-02 | 2016-03-10 | King Abdullah University Of Science And Technology | Stuck pipe prediction |
| EP3960983A1 (en) * | 2015-03-06 | 2022-03-02 | Hartford Steam Boiler Inspection and Insurance Company | Risk assessment for drilling and well completion operations |
| WO2017206182A1 (en) | 2016-06-03 | 2017-12-07 | Schlumberger Technology Corporation | Detecting events in well reports |
| CN106499380A (en) * | 2016-12-19 | 2017-03-15 | 四川宏华电气有限责任公司 | A kind of method and system of pre- preventing sticking |
| US11514527B2 (en) | 2017-07-27 | 2022-11-29 | The Hartford Steam Boiler Inspection And Insurance Company | Computer systems and computer-implemented methods utilizing sensor-driven dynamically adjustable feedback loops to manage equipment based risk on an asset specific level of energy data usage |
| AU2018317919A1 (en) * | 2017-08-18 | 2020-01-30 | Landmark Graphics Corporation | Rate of penetration optimization for wellbores using machine learning |
| US11011257B2 (en) * | 2018-11-21 | 2021-05-18 | Enlitic, Inc. | Multi-label heat map display system |
| CN111677493B (en) * | 2019-03-11 | 2023-06-30 | 中国石油化工股份有限公司 | Drilling data processing method |
| NO20220083A1 (en) * | 2019-08-23 | 2022-01-20 | Landmark Graphics Corp | Automated offset well analysis |
| US11739626B2 (en) | 2019-09-30 | 2023-08-29 | Saudi Arabian Oil Company | Systems and methods to characterize well drilling activities |
| CN110782706B (en) * | 2019-11-06 | 2022-05-06 | 腾讯科技（深圳）有限公司 | Early warning method and device for driving risk of intelligent vehicle |
| WO2021096569A1 (en) * | 2019-11-15 | 2021-05-20 | Halliburton Energy Services, Inc. | Value balancing for oil or gas drilling and recovery equipment using machine learning models |
| CN111520123B (en) * | 2020-03-27 | 2021-03-02 | 中国石油化工股份有限公司石油工程技术研究院 | Mechanical drilling speed prediction method, device and equipment |
| CN113496302A (en) * | 2020-04-02 | 2021-10-12 | 中国石油化工股份有限公司 | Method and system for intelligently identifying and early warning drilling risks |
| US11131184B1 (en) * | 2020-04-29 | 2021-09-28 | Saudi Arabian Oil Company | Method and system for determining a drilling hazard condition using well logs |
| RU2735794C1 (en) * | 2020-06-23 | 2020-11-09 | Федеральное государственное автономное образовательное учреждение высшего образования "Южно-Уральский государственный университет (национальный исследовательский университет)" ФГАОУ ВО "ЮУрГУ (НИУ)" | Method for prediction of sticking of drilling pipes |
| CN112257745B (en) * | 2020-09-11 | 2023-09-12 | 煤炭科学技术研究院有限公司 | Hidden Markov-based coal mine underground system health degree prediction method and device |
| CN112612935B (en) * | 2020-12-16 | 2022-03-29 | 浙大城市学院 | Complete logging data acquisition method based on self-reasoning model |
| CN113255188B (en) * | 2021-06-03 | 2022-03-08 | 四川省公路规划勘察设计研究院有限公司 | Bridge safety early warning method and system based on accident tree |
| US11829919B2 (en) | 2021-06-30 | 2023-11-28 | Saudi Arabian Oil Company | Methods for people-driven, near-real time auditable well intervention program |
| CN114526052B (en) * | 2021-12-31 | 2023-09-19 | 中国石油天然气集团有限公司 | Risk prediction method and device for well drilling and completion engineering |
Family Cites Families (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7003439B2 (en) * | 2001-01-30 | 2006-02-21 | Schlumberger Technology Corporation | Interactive method for real-time displaying, querying and forecasting drilling event and hazard information |
| US6820702B2 (en) * | 2002-08-27 | 2004-11-23 | Noble Drilling Services Inc. | Automated method and system for recognizing well control events |
| RU2321064C2 (en) * | 2004-06-03 | 2008-03-27 | Мурманский государственный технический университет | Method for building a reversible three-dimensional hydrodynamic model of earth, calibrated in real time during drilling |
| US7606666B2 (en) * | 2007-01-29 | 2009-10-20 | Schlumberger Technology Corporation | System and method for performing oilfield drilling operations using visualization techniques |
| US20110161133A1 (en) * | 2007-09-29 | 2011-06-30 | Schlumberger Technology Corporation | Planning and Performing Drilling Operations |
| GB2466412B (en) | 2007-10-22 | 2012-03-21 | Schlumberger Holdings | Formation modeling while drilling for enhanced high angle or horizontal well placement |
| US8705318B2 (en) * | 2008-03-10 | 2014-04-22 | Schlumberger Technology Corporation | Data aggregation for drilling operations |
| US8527248B2 (en) | 2008-04-18 | 2013-09-03 | Westerngeco L.L.C. | System and method for performing an adaptive drilling operation |
| US8494827B2 (en) * | 2009-09-25 | 2013-07-23 | Exxonmobil Upstream Research Company | Method of predicting natural fractures and damage in a subsurface region |
| US8527249B2 (en) | 2010-02-23 | 2013-09-03 | Halliburton Energy Services, Inc. | System and method for optimizing drilling speed |
-
2013
- 2013-10-25 US US14/429,072 patent/US9582764B2/en active Active
- 2013-10-25 BR BR112016006470A patent/BR112016006470A2/en not_active IP Right Cessation
- 2013-10-25 AU AU2013403352A patent/AU2013403352B9/en not_active Ceased
- 2013-10-25 GB GB1604897.7A patent/GB2537489B/en active Active
- 2013-10-25 WO PCT/US2013/066850 patent/WO2015060864A1/en active Application Filing
- 2013-10-25 SG SG11201602214QA patent/SG11201602214QA/en unknown
- 2013-10-25 CA CA2925268A patent/CA2925268C/en active Active
- 2013-10-25 DE DE112013007525.3T patent/DE112013007525T5/en not_active Ceased
- 2013-10-25 CN CN201380079774.1A patent/CN105612538A/en active Pending
- 2013-10-25 MX MX2016003675A patent/MX2016003675A/en unknown
- 2013-10-25 RU RU2016110769/03A patent/RU2603980C1/en not_active IP Right Cessation
-
2014
- 2014-10-23 AR ARP140103992A patent/AR098175A1/en unknown
Also Published As
| Publication number | Publication date |
|---|---|
| CN105612538A (en) | 2016-05-25 |
| WO2015060864A1 (en) | 2015-04-30 |
| CA2925268C (en) | 2018-02-27 |
| DE112013007525T5 (en) | 2016-07-21 |
| US20150356450A1 (en) | 2015-12-10 |
| CA2925268A1 (en) | 2015-04-30 |
| GB2537489B (en) | 2020-05-06 |
| US9582764B2 (en) | 2017-02-28 |
| BR112016006470A2 (en) | 2017-08-01 |
| AR098175A1 (en) | 2016-05-04 |
| AU2013403352B2 (en) | 2016-09-15 |
| GB2537489A (en) | 2016-10-19 |
| AU2013403352A1 (en) | 2016-04-14 |
| RU2603980C1 (en) | 2016-12-10 |
| MX2016003675A (en) | 2016-09-16 |
| AU2013403352B9 (en) | 2017-02-02 |
| GB201604897D0 (en) | 2016-05-04 |
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