MX2021003883A - Método y dispositivo para determinar la lentitud sónica. - Google Patents

Método y dispositivo para determinar la lentitud sónica.

Info

Publication number
MX2021003883A
MX2021003883A MX2021003883A MX2021003883A MX2021003883A MX 2021003883 A MX2021003883 A MX 2021003883A MX 2021003883 A MX2021003883 A MX 2021003883A MX 2021003883 A MX2021003883 A MX 2021003883A MX 2021003883 A MX2021003883 A MX 2021003883A
Authority
MX
Mexico
Prior art keywords
sonic
operator
slowness
logging data
transformed
Prior art date
Application number
MX2021003883A
Other languages
English (en)
Inventor
Hiroaki Yamamoto
Ridvan Akkurt
Bassem Khadhraoui
Lu Duc Duong Lam
Erik Wielemaker
Saad Kisra
Original Assignee
Geoquest Systems Bv
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
Application filed by Geoquest Systems Bv filed Critical Geoquest Systems Bv
Publication of MX2021003883A publication Critical patent/MX2021003883A/es

Links

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00—Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/40—Seismology; Seismic or acoustic prospecting or detecting specially adapted for well-logging
    • G01V1/42—Seismology; Seismic or acoustic prospecting or detecting specially adapted for well-logging using generators in one well and receivers elsewhere or vice versa
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00—Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28—Processing seismic data, e.g. for interpretation or for event detection
    • G01V1/30—Analysis
    • G01V1/303—Analysis for determining velocity profiles or travel times
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00—Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28—Processing seismic data, e.g. for interpretation or for event detection
    • G01V1/34—Displaying seismic recordings or visualisation of seismic data or attributes
    • G01V1/345—Visualisation of seismic data or attributes, e.g. in 3D cubes
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00—Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/40—Seismology; Seismic or acoustic prospecting or detecting specially adapted for well-logging
    • G01V1/44—Seismology; Seismic or acoustic prospecting or detecting specially adapted for well-logging using generators and receivers in the same well
    • G01V1/48—Processing data
    • G01V1/50—Analysing data
    • 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
    • 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
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V2210/00—Details of seismic processing or analysis
    • G01V2210/60—Analysis
    • G01V2210/62—Physical property of subsurface
    • G01V2210/622—Velocity, density or impedance
    • G01V2210/6222—Velocity; travel time

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Remote Sensing (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Geophysics (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Geology (AREA)
  • Environmental & Geological Engineering (AREA)
  • Acoustics & Sound (AREA)
  • Biophysics (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Linguistics (AREA)
  • Biomedical Technology (AREA)
  • Artificial Intelligence (AREA)
  • Health & Medical Sciences (AREA)
  • Geophysics And Detection Of Objects (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)

Abstract

Se accede a los datos de registro sónico que incluyen una forma de onda sónica asociada con una pluralidad de conjuntos de disparos. Se aplica un operador de transformación a los datos de registro sónico para proporcionar una imagen sónica transformada, donde el operador de transformación incluye al menos uno de un operador de promedio de tiempo corto promedio de tiempo largo (STA/LTA), un operador de cambio de fase y un operador de deconvolución. Se realiza un proceso de aprendizaje automático utilizando la imagen sónica transformada para determinar una lentitud sónica asociada con los datos de registro sónico. La lentitud sónica se proporciona como un resultado.
MX2021003883A 2018-10-01 2019-10-01 Método y dispositivo para determinar la lentitud sónica. MX2021003883A (es)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201862739580P 2018-10-01 2018-10-01
PCT/US2019/053937 WO2020072404A1 (en) 2018-10-01 2019-10-01 Method and device for determining sonic slowness

Publications (1)

Publication Number Publication Date
MX2021003883A true MX2021003883A (es) 2021-09-08

Family

ID=70055049

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2021003883A MX2021003883A (es) 2018-10-01 2019-10-01 Método y dispositivo para determinar la lentitud sónica.

Country Status (6)

Country Link
US (1) US11914089B2 (es)
EP (1) EP3861378A4 (es)
CN (1) CN112888970A (es)
AU (1) AU2019351822A1 (es)
MX (1) MX2021003883A (es)
WO (1) WO2020072404A1 (es)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115234225A (zh) * 2022-07-29 2022-10-25 中国石油大学(华东) 一种声波远探测数据质量检测方法

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4594691A (en) * 1981-12-30 1986-06-10 Schlumberger Technology Corporation Sonic well logging
US5278805A (en) * 1992-10-26 1994-01-11 Schlumberger Technology Corporation Sonic well logging methods and apparatus utilizing dispersive wave processing
US6366531B1 (en) * 1998-09-22 2002-04-02 Dresser Industries, Inc. Method and apparatus for acoustic logging
US6845325B2 (en) * 2001-11-08 2005-01-18 Schlumberger Technology Corporation Global classification of sonic logs
US7764572B2 (en) * 2004-12-08 2010-07-27 Schlumberger Technology Corporation Methods and systems for acoustic waveform processing
US8811114B2 (en) * 2010-08-23 2014-08-19 Baker Hughes Incorporated Imaging of formation structure ahead of the drill-bit
US9746568B2 (en) * 2013-08-04 2017-08-29 Schlumberger Technology Corporation Methods, systems and devices for generating slowness-frequency projection logs
US9844359B2 (en) * 2013-09-13 2017-12-19 Decision Sciences Medical Company, LLC Coherent spread-spectrum coded waveforms in synthetic aperture image formation
CN105093305A (zh) * 2014-05-15 2015-11-25 中国石油化工股份有限公司 一种确定地震数据反射界面位置的方法
US10013160B2 (en) * 2014-05-29 2018-07-03 International Business Machines Corporation Detecting input based on multiple gestures
US10242312B2 (en) 2014-06-06 2019-03-26 Quantico Energy Solutions, Llc. Synthetic logging for reservoir stimulation
WO2016110660A1 (en) * 2015-01-06 2016-07-14 Total E&P Uk Limited Method for obtaining estimates of a model parameter so as to characterise the evolution of a subsurface volume over a time period
US9864083B2 (en) 2015-01-23 2018-01-09 Advanced Geophysical Technology, Inc. Beat tone full waveform inversion
US10858933B2 (en) * 2015-05-18 2020-12-08 Schlumberger Technology Corporation Method for analyzing cement integrity in casing strings using machine learning
FR3049355B1 (fr) 2016-03-25 2020-06-12 Services Petroliers Schlmumberger Procede et dispositif d'estimation de la lenteur acoustique dans une formation souterraine
US11163082B2 (en) * 2016-08-01 2021-11-02 Baker Hughes Holdings Llc Real-time pattern recognition and automatic interpretation of acoustic reflection images
GB201700399D0 (en) * 2017-01-10 2017-02-22 Reeves Wireline Tech Ltd Improved method of and apparatus for carrying out acoustic well logging
US10072919B1 (en) * 2017-08-10 2018-09-11 Datacloud International, Inc. Efficient blast design facilitation systems and methods

Also Published As

Publication number Publication date
WO2020072404A1 (en) 2020-04-09
US20220018983A1 (en) 2022-01-20
EP3861378A1 (en) 2021-08-11
US11914089B2 (en) 2024-02-27
EP3861378A4 (en) 2022-06-15
AU2019351822A1 (en) 2021-05-13
CN112888970A (zh) 2021-06-01

Similar Documents

Publication Publication Date Title
EP3819828A4 (en) METHOD AND APPARATUS FOR IMPLEMENTING MACHINE LEARNING METHOD, DEVICE AND RECORDING MEDIUM
WO2020016579A3 (en) Machine learning based methods of analysing drug-like molecules
WO2018224055A3 (zh) 多维数据异常检测方法及装置
GB2563763A (en) Well integrity analysis using sonic measurements over depth interval
MX2018013242A (es) Metodo, aparato y programa de computadora para generar sistemas de aprendizaje automatizados, robustos y sistemas de aprendizaje automatizados formados de prueba.
SG11201909885QA (en) Methods and apparatuses for searching for target person, devices, program products, and media
BR112018077408A2 (pt) aparelho e método de formação do campo de som, e, programa.
EP4068169A4 (en) SEARCH METHOD FOR MACHINE LEARNING MODEL, AND ASSOCIATED APPARATUS AND DEVICE
WO2016164680A3 (en) Automated model development process
EP3992800A4 (en) METHOD AND APPARATUS FOR TESTING PROGRAMS, COMPUTER DEVICE AND STORAGE MEDIA
EP3846109A3 (en) Method and apparatus for training online prediction model, device and storage medium
NO343149B1 (no) Fremgangsmåte for visuell inspeksjon og logging
EP3861646A4 (en) METHOD AND DEVICE FOR RESTRICTING CODEBOOKS
GB2561472A (en) Apparatus and method for monitoring valve operation
EP3750267A4 (en) METHOD AND DEVICE FOR DETERMINING A DYNAMIC HARQ-ACK CODE BOOK
MX2020008692A (es) Dispositivo de deteccion de anormalidad y metodo de deteccion de anormalidad.
EP3754562A4 (en) METHOD, APPARATUS AND SYSTEM FOR PERFORMING AUTOMATIC LEARNING USING DATA TO BE EXCHANGED
WO2016083892A3 (en) Estimating a time variant signal representing a seismic source
NZ784109A (en) Improving blast patterns
EP2657724A3 (en) Methods and Apparatus for Generating Deghosted Seismic Data
MY185936A (en) Apparatus and method for synchronizing data of electronic device
EP3823516C0 (en) METHOD FOR PERFORMING AN ASTIGMATISM POWER TEST USING A COMPUTER DEVICE HAVING A SCREEN FOR DISPLAYING IMAGES RELATING TO SAID ASTIGMATISM POWER TEST, AS WELL AS CORRESPONDING COMPUTER DEVICE
MX2021003883A (es) Método y dispositivo para determinar la lentitud sónica.
EP3991076A4 (en) THREAT DETECTION USING MACHINE LEARNING QUERY ANALYSIS
EP4062573A4 (en) METHOD AND APPARATUS FOR DETERMINING AN IMPROVED DYNAMIC HARQ-ACK CODEBOOK