WO2010078577A3 - Processing time series data embedded in high noise - Google Patents

Processing time series data embedded in high noise Download PDF

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Publication number
WO2010078577A3
WO2010078577A3 PCT/US2010/020112 US2010020112W WO2010078577A3 WO 2010078577 A3 WO2010078577 A3 WO 2010078577A3 US 2010020112 W US2010020112 W US 2010020112W WO 2010078577 A3 WO2010078577 A3 WO 2010078577A3
Authority
WO
WIPO (PCT)
Prior art keywords
time
noise
detection
picking
hydraulic fracturing
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.)
Ceased
Application number
PCT/US2010/020112
Other languages
French (fr)
Other versions
WO2010078577A2 (en
Inventor
Henri-Pierre Valero
Sandip Bose
Qiuhua Liu
Ramachandra Shenoy
Abderrhamane Ounadjela
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Schlumberger Canada Ltd
Services Petroliers Schlumberger SA
Schlumberger Technology BV
Schlumberger Holdings Ltd
Prad Research and Development Ltd
Original Assignee
Schlumberger Canada Ltd
Services Petroliers Schlumberger SA
Schlumberger Technology BV
Schlumberger Holdings Ltd
Prad Research and Development Ltd
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 Schlumberger Canada Ltd, Services Petroliers Schlumberger SA, Schlumberger Technology BV, Schlumberger Holdings Ltd, Prad Research and Development Ltd filed Critical Schlumberger Canada Ltd
Priority to CA2750200A priority Critical patent/CA2750200C/en
Priority to EP10726840A priority patent/EP2374029A2/en
Publication of WO2010078577A2 publication Critical patent/WO2010078577A2/en
Publication of WO2010078577A3 publication Critical patent/WO2010078577A3/en
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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
    • 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
    • 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
    • G01V1/288—Event detection in seismic signals, e.g. microseismics
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V2210/00—Details of seismic processing or analysis
    • G01V2210/10—Aspects of acoustic signal generation or detection
    • G01V2210/12—Signal generation
    • G01V2210/123—Passive source, e.g. microseismics

Landscapes

  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Geology (AREA)
  • Environmental & Geological Engineering (AREA)
  • Remote Sensing (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Mining & Mineral Resources (AREA)
  • Business, Economics & Management (AREA)
  • Acoustics & Sound (AREA)
  • Emergency Management (AREA)
  • General Physics & Mathematics (AREA)
  • Geophysics (AREA)
  • Fluid Mechanics (AREA)
  • Geochemistry & Mineralogy (AREA)
  • Measurement Of Velocity Or Position Using Acoustic Or Ultrasonic Waves (AREA)
  • Geophysics And Detection Of Objects (AREA)
  • Measurement Of Radiation (AREA)

Abstract

Automatic detection and accurate time picking of weak events embedded in strong noise such as microseismicity induced by hydraulic fracturing is accomplished by: a noise reduction step to separate out the noise and estimate its spectrum; an events detection and confidence indicator step, in which a new statistical test is applied to detect which time windows contain coherent arrivals across components and sensors in the multicomponent array and to indicate the confidence in this detection; and a time-picking step to accurately estimate the time of onset of the arrivals detected above and measure the time delay across the array using a hybrid beamforming method incorporating the use of higher order statistics. In the context of hydraulic fracturing, this could enhance the coverage and mapping of the fractures while also enabling monitoring from the treatment well itself where there is usually much higher and spatially correlated noise.
PCT/US2010/020112 2009-01-05 2010-01-05 Processing time series data embedded in high noise Ceased WO2010078577A2 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CA2750200A CA2750200C (en) 2009-01-05 2010-01-05 Processing time series data embedded in high noise
EP10726840A EP2374029A2 (en) 2009-01-05 2010-01-05 Processing time series data embedded in high noise

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US14253409P 2009-01-05 2009-01-05
US61/142,534 2009-01-05

Publications (2)

Publication Number Publication Date
WO2010078577A2 WO2010078577A2 (en) 2010-07-08
WO2010078577A3 true WO2010078577A3 (en) 2010-10-14

Family

ID=42310641

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2010/020112 Ceased WO2010078577A2 (en) 2009-01-05 2010-01-05 Processing time series data embedded in high noise

Country Status (4)

Country Link
US (1) US9334718B2 (en)
EP (1) EP2374029A2 (en)
CA (1) CA2750200C (en)
WO (1) WO2010078577A2 (en)

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WO2012087604A2 (en) * 2010-12-21 2012-06-28 Shell Oil Company System and method for moniitoring strain & pressure
US9194938B2 (en) * 2011-06-24 2015-11-24 Amazon Technologies, Inc. Time difference of arrival determination with direct sound
US20150003199A1 (en) * 2012-01-26 2015-01-01 Bernard Widrow Methods and apparatus for determining stimulated volume of oil and gas reservoirs
US20140365134A1 (en) * 2012-06-29 2014-12-11 Leo Eisner Method Discriminating Between Natural And Induced Seismicity
GB2503903B (en) * 2012-07-11 2015-08-26 Schlumberger Holdings Fracture monitoring and characterisation
US20140052377A1 (en) * 2012-08-17 2014-02-20 Schlumberger Technology Corporation System and method for performing reservoir stimulation operations
CN103794006B (en) 2012-10-31 2016-12-21 国际商业机器公司 For the method and apparatus processing the time series data of multiple sensor
GB201304866D0 (en) * 2013-03-18 2013-05-01 Geco Technology Bv Processing microseismic data
US20140334260A1 (en) * 2013-05-09 2014-11-13 Schlumberger Technology Corporation Neural Network Signal Processing of Microseismic Events
US9619980B2 (en) 2013-09-06 2017-04-11 Immersion Corporation Systems and methods for generating haptic effects associated with audio signals
US9711014B2 (en) * 2013-09-06 2017-07-18 Immersion Corporation Systems and methods for generating haptic effects associated with transitions in audio signals
US9576445B2 (en) 2013-09-06 2017-02-21 Immersion Corp. Systems and methods for generating haptic effects associated with an envelope in audio signals
US10436026B2 (en) 2014-03-31 2019-10-08 Schlumberger Technology Corporation Systems, methods and apparatus for downhole monitoring
RU2562358C1 (en) * 2014-07-22 2015-09-10 Александр Владимирович Шипулин Development method of deposits of high-viscosity oils and bitumens
CN105572722B (en) * 2014-10-14 2017-10-20 中国石油化工股份有限公司 A kind of loading method of the even focus of microseism dual force
US10317547B2 (en) 2014-10-15 2019-06-11 Schlumberger Technology Corporation Noise model estimation in multimeasurement data
US10067255B2 (en) * 2015-09-04 2018-09-04 Saudi Arabian Oil Company Automatic quality control of seismic travel time
US10760410B2 (en) 2015-10-08 2020-09-01 Halliburton Energy Services, Inc. Stitching methods to enhance beamforming results
US10809400B2 (en) 2015-10-27 2020-10-20 Schlumberger Technology Corporation Determining shear slowness based on a higher order formation flexural acoustic mode
US20170115413A1 (en) 2015-10-27 2017-04-27 Schlumberger Technology Corporation Determining shear slowness from dipole source-based measurements aquired by a logging while drilling acoustic measurement tool
CN105487114B (en) * 2015-12-08 2018-02-02 中南大学 A kind of microseismic signals P ripples Onset point integrates pick-up method
US10386519B2 (en) 2015-12-18 2019-08-20 Saudi Arabian Oil Company Automated near surface analysis by surface-consistent refraction methods
US11789170B2 (en) * 2016-06-15 2023-10-17 Schlumberger Technology Corporation Induced seismicity
CN108489529A (en) * 2018-02-09 2018-09-04 中国科学院国家空间科学中心 A kind of method for detecting weak signals based on high-order statistic
US11159258B2 (en) * 2018-07-09 2021-10-26 University Of Iowa Research Foundation Pattern and delay recovery with higher-order spectra
CN109361376A (en) * 2018-11-23 2019-02-19 哈尔滨工程大学 A high-precision time delay estimation method for high-order cumulants
CN111025424B (en) * 2020-01-06 2021-09-07 中国石油化工股份有限公司 Pre-stack time migration response operator quantification judgment method
US12098630B2 (en) * 2020-02-04 2024-09-24 Halliburton Energy Services, Inc. Movement noise suppression in a moving array for downhole leakage localization
EP4146106A4 (en) * 2020-05-05 2024-05-15 Suzanne Lee Lowry PROTECTIVE CAUTERIZATION ACCESSORY SLEEVE WITH STABILIZATION SYSTEM
CN111608650B (en) * 2020-07-09 2020-12-11 西安海联石化科技有限公司 Method for detecting oil well oil pipe and casing pipe defects by using infrasonic waves
CN112180429B (en) * 2020-09-16 2022-11-04 山东大学 Unfavorable geological structure detection system and method by utilizing tunnel blasting vibration inversion
CA3193215A1 (en) * 2020-09-18 2022-03-24 David Gilmore Data analytics privacy platform with quantified re-identification risk
CN112505752B (en) * 2020-10-23 2021-11-16 中国石油集团工程咨询有限责任公司 A post-stack fractured reservoir characterization method based on the shear-fracture conjugate criterion
JP7168639B2 (en) * 2020-12-11 2022-11-09 株式会社日立製作所 Computer system and data processing method
CN113075733B (en) * 2021-03-26 2022-03-29 成都理工大学 Water and land double-detection channel sequence quality control method
CN114239656B (en) * 2021-12-17 2023-04-07 中国石油大学(北京) Underground event positioning method and device based on pump stopping pressure signal

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US7272505B2 (en) * 2003-08-01 2007-09-18 Westerngeco L.L.C. Determination of geophone coupling
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US5508973A (en) * 1994-06-06 1996-04-16 Western Atlas International, Inc. Method for determining the principal axes of azimuthal anisotropy from seismic P-wave data
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US6678617B2 (en) * 2001-06-13 2004-01-13 Nonlinear Seismic Imaging, Inc. Mapping subsurface open fractures using elastically nonlinear interaction of two surface-generated waves
US7272505B2 (en) * 2003-08-01 2007-09-18 Westerngeco L.L.C. Determination of geophone coupling
US7391675B2 (en) * 2004-09-17 2008-06-24 Schlumberger Technology Corporation Microseismic event detection and location by continuous map migration

Also Published As

Publication number Publication date
CA2750200C (en) 2015-12-15
EP2374029A2 (en) 2011-10-12
US20100228530A1 (en) 2010-09-09
CA2750200A1 (en) 2010-07-08
US9334718B2 (en) 2016-05-10
WO2010078577A2 (en) 2010-07-08

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