BR112021022869A2 - Técnicas de aprendizagem de máquina com sistema no circuito para sistemas de telemetria de óleo e gás - Google Patents
Técnicas de aprendizagem de máquina com sistema no circuito para sistemas de telemetria de óleo e gásInfo
- Publication number
- BR112021022869A2 BR112021022869A2 BR112021022869A BR112021022869A BR112021022869A2 BR 112021022869 A2 BR112021022869 A2 BR 112021022869A2 BR 112021022869 A BR112021022869 A BR 112021022869A BR 112021022869 A BR112021022869 A BR 112021022869A BR 112021022869 A2 BR112021022869 A2 BR 112021022869A2
- Authority
- BR
- Brazil
- Prior art keywords
- oil
- machine learning
- analog signal
- learning techniques
- telemetry systems
- Prior art date
Links
- 238000010801 machine learning Methods 0.000 title abstract 3
- 238000000034 method Methods 0.000 title abstract 3
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
- E21B47/00—Survey of boreholes or wells
- E21B47/12—Means for transmitting measuring-signals or control signals from the well to the surface, or from the surface to the well, e.g. for logging while drilling
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/004—Artificial life, i.e. computing arrangements simulating life
- G06N3/006—Artificial life, i.e. computing arrangements simulating life based on simulated virtual individual or collective life forms, e.g. social simulations or particle swarm optimisation [PSO]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/047—Probabilistic or stochastic networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/088—Non-supervised learning, e.g. competitive learning
-
- 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
-
- 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)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- General Physics & Mathematics (AREA)
- Computing Systems (AREA)
- Software Systems (AREA)
- Artificial Intelligence (AREA)
- Mathematical Physics (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- Computational Linguistics (AREA)
- General Health & Medical Sciences (AREA)
- Biophysics (AREA)
- Biomedical Technology (AREA)
- Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Geology (AREA)
- Mining & Mineral Resources (AREA)
- Probability & Statistics with Applications (AREA)
- Fluid Mechanics (AREA)
- Geochemistry & Mineralogy (AREA)
- General Life Sciences & Earth Sciences (AREA)
- Remote Sensing (AREA)
- Geophysics (AREA)
- Environmental & Geological Engineering (AREA)
- Mathematical Analysis (AREA)
- Computational Mathematics (AREA)
- Mathematical Optimization (AREA)
- Pure & Applied Mathematics (AREA)
- Algebra (AREA)
- Arrangements For Transmission Of Measured Signals (AREA)
- Selective Calling Equipment (AREA)
- Feeding And Controlling Fuel (AREA)
Abstract
técnicas de aprendizado de máquina com sistema no ciclo para sistemas de telemetria de óleo e gás referência cruzada a pedidos relacionados. um sistema de telemetria é fornecido. o sistema de telemetria inclui um transmissor configurado para converter bits digitais representativos de operações de petróleo e gás em um sinal analógico e para transmitir o sinal analógico via um canal de comunicações. o sistema de telemetria inclui ainda um receptor configurado para receber o sinal analógico e para converter o sinal analógico em bits digitais de saída via um codificador, em que o receptor compreende um ou mais componentes de receptor treinados via aprendizado de máquina para processar os sinais analógicos para comunicações aprimoradas.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201962847789P | 2019-05-14 | 2019-05-14 | |
PCT/US2020/042010 WO2020232460A1 (en) | 2019-05-14 | 2020-07-14 | Machine learning technics with system in the loop for oil & gas telemetry systems |
Publications (1)
Publication Number | Publication Date |
---|---|
BR112021022869A2 true BR112021022869A2 (pt) | 2022-01-04 |
Family
ID=73289742
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
BR112021022869A BR112021022869A2 (pt) | 2019-05-14 | 2020-07-14 | Técnicas de aprendizagem de máquina com sistema no circuito para sistemas de telemetria de óleo e gás |
Country Status (8)
Country | Link |
---|---|
US (1) | US20220213786A1 (pt) |
CN (1) | CN114190103A (pt) |
AU (1) | AU2020273469A1 (pt) |
BR (1) | BR112021022869A2 (pt) |
GB (1) | GB2597198B (pt) |
MX (1) | MX2021013891A (pt) |
NO (1) | NO20211356A1 (pt) |
WO (1) | WO2020232460A1 (pt) |
Families Citing this family (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11849347B2 (en) * | 2021-01-05 | 2023-12-19 | Parsons Corporation | Time axis correlation of pulsed electromagnetic transmissions |
CN113364719B (zh) * | 2021-05-27 | 2023-03-31 | 电子科技大学 | 一种基于ofdm的随钻电磁波传输*** |
US11821306B2 (en) * | 2021-09-10 | 2023-11-21 | Halliburton Energy Services, Inc. | Optimization of pulse generation parameters to compensate for channel non-linearity in mud pulse telemetry |
Family Cites Families (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5487153A (en) * | 1991-08-30 | 1996-01-23 | Adaptive Solutions, Inc. | Neural network sequencer and interface apparatus |
US6741185B2 (en) * | 2000-05-08 | 2004-05-25 | Schlumberger Technology Corporation | Digital signal receiver for measurement while drilling system having noise cancellation |
KR101888468B1 (ko) * | 2011-06-08 | 2018-08-16 | 삼성전자주식회사 | Stdp 기능 셀을 위한 시냅스, stdp 기능 셀 및 stdp 기능 셀을 이용한 뉴로모픽 회로 |
US9104961B2 (en) * | 2012-10-08 | 2015-08-11 | Microsoft Technology Licensing, Llc | Modeling a data generating process using dyadic Bayesian models |
WO2016114752A1 (en) * | 2015-01-12 | 2016-07-21 | Halliburton Energy Services, Inc. | Wave reflection suppression in pulse modulation telemetry |
EP3398123A4 (en) * | 2015-12-31 | 2019-08-28 | KLA - Tencor Corporation | ACCELERATED TRAINING OF A MODEL BASED ON AUTOMATIC LEARNING FOR SEMICONDUCTOR APPLICATIONS |
-
2020
- 2020-07-14 NO NO20211356A patent/NO20211356A1/en unknown
- 2020-07-14 BR BR112021022869A patent/BR112021022869A2/pt unknown
- 2020-07-14 US US17/595,197 patent/US20220213786A1/en active Pending
- 2020-07-14 MX MX2021013891A patent/MX2021013891A/es unknown
- 2020-07-14 WO PCT/US2020/042010 patent/WO2020232460A1/en active Application Filing
- 2020-07-14 CN CN202080040634.3A patent/CN114190103A/zh active Pending
- 2020-07-14 GB GB2116450.4A patent/GB2597198B/en active Active
- 2020-07-14 AU AU2020273469A patent/AU2020273469A1/en active Pending
Also Published As
Publication number | Publication date |
---|---|
CN114190103A (zh) | 2022-03-15 |
GB2597198B (en) | 2023-03-15 |
GB2597198A (en) | 2022-01-19 |
NO20211356A1 (en) | 2021-11-11 |
US20220213786A1 (en) | 2022-07-07 |
GB202116450D0 (en) | 2021-12-29 |
WO2020232460A1 (en) | 2020-11-19 |
AU2020273469A1 (en) | 2021-12-16 |
MX2021013891A (es) | 2022-03-25 |
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