EA200300355A1 - Предсказание формы сейсмоприемной косы с помощью нейронной сети - Google Patents

Предсказание формы сейсмоприемной косы с помощью нейронной сети

Info

Publication number
EA200300355A1
EA200300355A1 EA200300355A EA200300355A EA200300355A1 EA 200300355 A1 EA200300355 A1 EA 200300355A1 EA 200300355 A EA200300355 A EA 200300355A EA 200300355 A EA200300355 A EA 200300355A EA 200300355 A1 EA200300355 A1 EA 200300355A1
Authority
EA
Eurasian Patent Office
Prior art keywords
neural network
cable
shape
level
learning
Prior art date
Application number
EA200300355A
Other languages
English (en)
Other versions
EA004907B1 (ru
Inventor
Дэвид Ли Найлэнд
Original Assignee
Вестернджеко, Л.Л.С.
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 Вестернджеко, Л.Л.С. filed Critical Вестернджеко, Л.Л.С.
Publication of EA200300355A1 publication Critical patent/EA200300355A1/ru
Publication of EA004907B1 publication Critical patent/EA004907B1/ru

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
    • G01V1/38—Seismology; Seismic or acoustic prospecting or detecting specially adapted for water-covered areas
    • G01V1/3808—Seismic data acquisition, e.g. survey design
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00—Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/38—Seismology; Seismic or acoustic prospecting or detecting specially adapted for water-covered areas
    • G01V1/3817—Positioning of seismic devices
    • G01V1/3835—Positioning of seismic devices measuring position, e.g. by GPS or acoustically

Landscapes

  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Remote Sensing (AREA)
  • Acoustics & Sound (AREA)
  • Oceanography (AREA)
  • Environmental & Geological Engineering (AREA)
  • Geology (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Geophysics (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Feedback Control In General (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Geophysics And Detection Of Objects (AREA)

Abstract

Нейронная сеть для предсказания формы сейсмоприемной косы во время сейсморазведочных работ, имеющая входной уровень, необязательный скрытый уровень и выходной уровень, при этом каждый уровень имеет один или несколько узлов. Каждое соединение между узлами имеет соответствующий вес, а для определения весов для каждого из соединений нейронной сети используется процесс обучения. Обученная нейронная сеть реагирует на входные сигналы и формирует выходные данные о предсказанной форме сейсморазведочного кабеля. В процессе обучения нейронной сети представляется совокупность обучающих множеств. Каждое обучающее множество содержит набор входных данных и данные о желаемой форме кабеля. С помощью каждого обучающего множества в процессе обучения определяется различие между формой кабеля, предсказанной нейронной сетью, и требуемой или известной формой кабеля. Затем в процессе обучения веса узлов нейронной сети корректируются на основе различия между формой кабеля, предсказанной в выходных данных, и желаемой формой кабеля.Отчет о международном поиске был опубликован 2002.06.13.
EA200300355A 2000-09-11 2001-09-07 Прогнозирование формы сейсмоприемной косы с помощью нейронной сети EA004907B1 (ru)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US09/658,846 US6418378B1 (en) 2000-06-26 2000-09-11 Neural net prediction of seismic streamer shape
PCT/US2001/027710 WO2002023224A2 (en) 2000-09-11 2001-09-07 Neural net prediction of seismic streamer shape

Publications (2)

Publication Number Publication Date
EA200300355A1 true EA200300355A1 (ru) 2003-08-28
EA004907B1 EA004907B1 (ru) 2004-08-26

Family

ID=24642952

Family Applications (1)

Application Number Title Priority Date Filing Date
EA200300355A EA004907B1 (ru) 2000-09-11 2001-09-07 Прогнозирование формы сейсмоприемной косы с помощью нейронной сети

Country Status (10)

Country Link
US (2) US6418378B1 (ru)
CN (1) CN1239919C (ru)
AU (2) AU8884901A (ru)
BR (1) BR0114125A (ru)
CA (1) CA2421981A1 (ru)
EA (1) EA004907B1 (ru)
GB (1) GB2384558B (ru)
MX (1) MXPA03002084A (ru)
NO (1) NO20031121L (ru)
WO (1) WO2002023224A2 (ru)

Families Citing this family (43)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6418378B1 (en) * 2000-06-26 2002-07-09 Westerngeco, L.L.C. Neural net prediction of seismic streamer shape
US6691038B2 (en) * 2001-06-15 2004-02-10 Westerngeco L.L.C. Active separation tracking and positioning system for towed seismic arrays
US6814743B2 (en) 2001-12-26 2004-11-09 Origin Medsystems, Inc. Temporary seal and method for facilitating anastomosis
EP1576580B1 (en) * 2002-12-23 2012-02-08 LOQUENDO SpA Method of optimising the execution of a neural network in a speech recognition system through conditionally skipping a variable number of frames
US8824239B2 (en) 2004-03-17 2014-09-02 Westerngeco L.L.C. Marine seismic survey method and system
GB2429278B (en) * 2005-08-15 2010-08-11 Statoil Asa Seismic exploration
US7778109B2 (en) * 2005-12-02 2010-08-17 Westerngeco L.L.C. Current prediction in seismic surveys
US7400552B2 (en) 2006-01-19 2008-07-15 Westerngeco L.L.C. Methods and systems for efficiently acquiring towed streamer seismic surveys
US7203130B1 (en) * 2006-03-21 2007-04-10 Westerngeco, L.L.C. Methods for deriving shape of seismic data acquisition cables and streamers employing a force model
US8488409B2 (en) 2007-05-17 2013-07-16 Westerngeco L.L.C. Acquiring azimuth rich seismic data in the marine environment using a regular sparse pattern of continuously curved sail lines
US20080310298A1 (en) * 2007-06-15 2008-12-18 Geir Andre Motzfeldt Drange Providing Bypass Switches to Bypass Faulty Nodes
US9857491B2 (en) 2008-05-15 2018-01-02 Westerngeco L.L.C. Multi-vessel coil shooting acquisition
US8681580B2 (en) 2008-05-15 2014-03-25 Westerngeco L.L.C. Multi-vessel coil shooting acquisition
US9052411B2 (en) * 2008-06-13 2015-06-09 Westerngeco L.L.C. Method to determine the deviation of seismic equipment from a planned curved path
US9594181B2 (en) * 2008-06-13 2017-03-14 Westerngeco L.L.C. Filtering and presentation of heading observations for coil shooting
US8077542B2 (en) * 2009-01-07 2011-12-13 Westerngeco L.L.C. Determining the inline relationship of network nodes in a subterranean survey data acquistion network
EP2499519A1 (en) 2009-11-11 2012-09-19 Conocophillps Company Seismic acquisition in marine environments using survey paths following a series of linked deviated paths and methods of use
US8374053B2 (en) 2010-05-19 2013-02-12 Ion Geophysical Corporation Seismic streamer shape estimation
US8792297B2 (en) 2010-07-02 2014-07-29 Pgs Geophysical As Methods for gathering marine geophysical data
US9103942B2 (en) 2011-10-28 2015-08-11 Westerngeco L.L.C. Methods and systems for survey designs
CN103424773B (zh) * 2012-05-25 2016-02-03 中国石油化工股份有限公司 一种基于层位拉平法的古地貌恢复方法
US9159020B2 (en) * 2012-09-14 2015-10-13 International Business Machines Corporation Multiplexing physical neurons to optimize power and area
US9423519B2 (en) 2013-03-14 2016-08-23 Pgs Geophysical As Automated lateral control of seismic streamers
CN104618137B (zh) * 2014-12-25 2018-03-23 中国海洋石油总公司 一种拖缆勘探控制网络的实现方法及设备
KR102055355B1 (ko) 2015-01-28 2019-12-12 구글 엘엘씨 배치 정규화 레이어들
CN104597503B (zh) * 2015-02-04 2017-06-30 中国海洋石油总公司 一种用于海上拖缆勘探收放缆的网络解算方法和装置
CN105469141A (zh) * 2015-11-20 2016-04-06 北京大学深圳研究生院 基于神经网络的预测方法及系统
US10372976B2 (en) * 2016-05-05 2019-08-06 Brunswick Corporation Person detection in a marine environment
CN107392305A (zh) * 2016-05-13 2017-11-24 三星电子株式会社 实现和执行神经网络的方法及计算机可读介质
US10546242B2 (en) 2017-03-03 2020-01-28 General Electric Company Image analysis neural network systems
CN111316294A (zh) 2017-09-15 2020-06-19 沙特阿拉伯石油公司 使用神经网络推断烃储层的岩石物理特性
US10417556B1 (en) * 2017-12-07 2019-09-17 HatchB Labs, Inc. Simulation-based controls optimization using time series data forecast
CN108376298B (zh) * 2018-02-12 2023-11-10 湘潭大学 一种风电机组发动机温度故障预警诊断方法
US10983237B2 (en) 2018-04-13 2021-04-20 Saudi Arabian Oil Company Enhancing seismic images
US10891462B2 (en) 2018-06-29 2021-01-12 Saudi Arabian Oil Company Identifying geometrical properties of rock structure through digital imaging
KR20200004700A (ko) * 2018-07-04 2020-01-14 삼성전자주식회사 뉴럴 네트워크에서 파라미터를 처리하는 방법 및 장치
CN112132372B (zh) * 2019-06-25 2024-02-27 中国石油化工股份有限公司 用于神经网络的层测井信息无损处理方法和装置
CN111175818B (zh) * 2020-01-07 2020-11-27 中国矿业大学(北京) Co2气驱前缘位置的判断方法及其模型训练方法、装置
CN111239802B (zh) * 2020-01-19 2021-05-28 中国海洋大学 基于地震反射波形和速度谱的深度学习速度建模方法
CN112052984B (zh) * 2020-08-07 2024-06-14 智慧航海（青岛）科技有限公司 一种智能船舶避碰方法及系统
US20220041259A1 (en) * 2020-08-07 2022-02-10 Ion Geophysical Corporation Control system for steerable towed marine equipment
US11668847B2 (en) 2021-01-04 2023-06-06 Saudi Arabian Oil Company Generating synthetic geological formation images based on rock fragment images
CN113568043B (zh) * 2021-07-23 2022-05-24 哈尔滨工业大学 基于深度卷积神经网络的三阶段震相拾取方法

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
NO301950B1 (no) * 1993-02-23 1997-12-29 Geco As Anordning til styring av seismisk utstyr som blir slept av et seismisk fartöy under vannoverflaten og fremgangsmåte for posisjonering av slikt utstyr
US5461699A (en) 1993-10-25 1995-10-24 International Business Machines Corporation Forecasting using a neural network and a statistical forecast
US6473747B1 (en) 1998-01-09 2002-10-29 Raytheon Company Neural network trajectory command controller
US6629037B1 (en) * 2000-06-26 2003-09-30 Westerngeco, L.L.C. Optimal paths for marine data collection
US6418378B1 (en) * 2000-06-26 2002-07-09 Westerngeco, L.L.C. Neural net prediction of seismic streamer shape

Also Published As

Publication number Publication date
AU2001288849B2 (en) 2005-06-16
US6775619B2 (en) 2004-08-10
WO2002023224A2 (en) 2002-03-21
CA2421981A1 (en) 2002-03-21
CN1239919C (zh) 2006-02-01
GB2384558A (en) 2003-07-30
MXPA03002084A (es) 2004-09-10
GB0305365D0 (en) 2003-04-16
NO20031121L (no) 2003-05-12
US6418378B1 (en) 2002-07-09
BR0114125A (pt) 2003-07-22
GB2384558B (en) 2005-04-06
EA004907B1 (ru) 2004-08-26
US20030023382A1 (en) 2003-01-30
NO20031121D0 (no) 2003-03-11
AU8884901A (en) 2002-03-26
WO2002023224A3 (en) 2002-06-13
CN1470000A (zh) 2004-01-21

Similar Documents

Publication Publication Date Title
EA200300355A1 (ru) Предсказание формы сейсмоприемной косы с помощью нейронной сети
Robinson et al. Static and dynamic error propagation networks with application to speech coding
EA200300421A1 (ru) Способ интерпретации сейсмических фаций с использованием текстурного анализа и нейронных сетей
CA2559860A1 (en) Genetic algorithm based selection of neural network ensemble for processing well logging data
BR0302683A (pt) Métodos de processamento de sinal para determinar a velocidade acústica como uma função da frequência em um sistema para registro acústico de uma formação geológica, para determinar a lentidão da formação geológica como uma função da frequência em um sistema para registro acústico de formações geológicas, e, para determinar a velocidade acústica e a dispersão de frequência de uma formação geológica
CA2414412A1 (en) Acoustic logging apparatus and method
ATE63645T1 (de) Datenverarbeitungsverfahren zur korrelation von seismischen spuren von p- und s-wellen.
CN109000876A (zh) 基于自动编码器深度学习的sns光纤冲击识别方法
WO1997040606A3 (en) Determining routes in a network comprising nodes and links
Wilcock et al. Distributed acoustic sensing recordings of low-frequency whale calls and ship noise offshore Central Oregon
EP0778561A3 (en) Speech coding device
KR970002849A (ko) 고정된 코드북을 사용하는 음성 코딩 시스템
WO2002050571A3 (en) Processing well logging data with neural network
CN106405529A (zh) 一种仿海豚主动脉冲信号建模方法
Salam et al. Neural network speaker dependent isolated Malay speech recognition system: handcrafted vs genetic algorithm
Fung et al. A self-generating fuzzy rules inference system for petrophysical properties prediction
Hazen et al. Sonar sensitivity analysis using a neural network acoustic model emulator
OA07136A (fr) Installation de prospection sismique du fond de la mer.
González-Nalda et al. Topos: Spiking neural networks for temporal pattern recognition in complex real sounds
Laske Definitions of Computer Art
Bourahla et al. Paper 63 Structural Response Extraction from Sound Vibration Measurements using Neural Networks
ADDISON et al. Study of sound attenuation in sediments[Ph. D. Thesis Final Technical Report]
Setyawan et al. Determination Model of Tectonic Seismicity Level In Earthquake Early Warning System By Implementing ANFIS (Adaptive Neuro Fuzzy Inference Systems)
JPS5762468A (en) Adaptive pattern discrimination system
Wilcock et al. Studying Fin Whales with Seafloor Seismic Networks

Legal Events

Date Code Title Description
MM4A Lapse of a eurasian patent due to non-payment of renewal fees within the time limit in the following designated state(s)

Designated state(s): AM AZ BY KZ KG MD TJ TM RU