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公开(公告)号:US20220221603A1
公开(公告)日:2022-07-14
申请号:US17325851
申请日:2021-05-20
申请人: CGG SERVICES SAS
发明人: Felix KPADONOU , Jeremie MESSUD
摘要: A permutation that optimizes correspondence between the seismic data and the simulated data is computed using a graph space optimal transport formulation-based misfit. The seismic data or simulated data are transformed into auxiliary data by applying a portion of time shifts computed from the optimal permutation before updating the structural model of the explored underground formation. The full-waveform inversion minimization of the distance between auxiliary data and the seismic data or simulated data to which partial time shifts have not been applied, may be embedded in a Kantorovich-Rubinstein norm.
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公开(公告)号:US20220187493A1
公开(公告)日:2022-06-16
申请号:US17546570
申请日:2021-12-09
摘要: Methods for determination of mechanical properties of geological formations using deep learning include receiving, by a computer system, data acquired during drilling a geological formation. The computer system generates features of the data acquired during drilling. The features are indicative of mechanical properties of the geological formation. The computer system segments the features of the data acquired during drilling into sequences readable by a trained temporal convolutional network (TCN). The computer system determines the mechanical properties of the geological formation using the TCN based on the sequences obtained from the features of the data. A display device of the computer system generates a graphical representation of the mechanical properties of the geological formation.
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公开(公告)号:US20220187484A1
公开(公告)日:2022-06-16
申请号:US17119181
申请日:2020-12-11
发明人: Samiran Roy , Shashwat Verma
摘要: A system is described for determining a likelihood of a type of fluid in a subterranean reservoir. The system may include a processor and a non-transitory computer-readable medium that includes instructions executable by the processor to cause the processor to perform various operations. The processor may receive pre-stack seismic data having seismically-acquired data elements for geometric locations in a subterranean reservoir. The processor may determine, using the pre-stack seismic data, input features for each geometric location and may execute a trained model on the input features for determining a likelihood of a type of fluid in the subterranean reservoir and for determining a list of features affecting the likelihood. The processor may subsequently output the likelihood and the list of features.
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公开(公告)号:US20220155480A1
公开(公告)日:2022-05-19
申请号:US17593813
申请日:2020-03-24
摘要: A method for modeling a subterranean formation includes measuring or receiving cross-well electromagnetic data representing a subterranean formation. The method also includes producing a resistivity profile of the subterranean formation based at least partially upon the cross-well electromagnetic data. The method also includes determining a static model of the subterranean formation based at least partially upon the resistivity profile. The method also includes determining a dynamic model of the subterranean formation based at least partially upon the static model.
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95.
公开(公告)号:US11320552B2
公开(公告)日:2022-05-03
申请号:US16447560
申请日:2019-06-20
发明人: Sri Venkata Tapovan Lolla , Jeffrey R. Bailey , Simona O. Costin , Michael S. Hons , Helen Yam , Arslan Akhmetov , Tim W. Hayward , Richard J. Smith , Colum M. Keith , Marc-Andre P. Chen , Xinlong Liu
摘要: Methods are disclosed for monitoring operation integrity during hydrocarbon production or fluid injection operations. According to the methods, received microseismic data is processed to obtain a plurality of data panels corresponding to microseismic data measured over a predetermined time interval. For each data panel, trigger values are calculated for data traces corresponding to sensor receivers of the microseismic monitoring system. At least one data panel is selected as a triggered data panel that satisfies predetermined triggering criteria. A value is calculated for each of at least two event attributes of a plurality of event attributes of the event. An event is classified into at least one event category of a plurality of event categories based on the event score. Related non-transitory computer usable mediums are also disclosed.
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公开(公告)号:US11313994B2
公开(公告)日:2022-04-26
申请号:US16484879
申请日:2018-02-09
IPC分类号: G06N20/00 , G01V99/00 , G01V1/28 , G01V1/30 , G01V1/36 , G01V1/50 , G01V3/08 , G01V3/18 , G01V3/38
摘要: A method can include selecting a type of geophysical data; selecting a type of algorithm; generating synthetic geophysical data based at least in part on the algorithm; training a deep learning framework based at least in part on the synthetic geophysical data to generate a trained deep learning framework; receiving acquired geophysical data for a geologic environment; implementing the trained deep learning framework to generate interpretation results for the acquired geophysical data; and outputting the interpretation results.
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公开(公告)号:US11307324B2
公开(公告)日:2022-04-19
申请号:US16361073
申请日:2019-03-21
发明人: Niels Grobbe , Aime Fournier , Laurent Demanet
摘要: Drilling systems and related methods are disclosed. A drilling systems may include a tool configured to be positioned at an end of a drill string adjacent a drill bit, and the tool may be configured to detect localized seismo-electromagnetic conversion from one or more predetermined positions within a medium ahead of the drill bit. The tool may include two or more pressure sources configured to generate focused acoustic and/or elastic energy at the one or more predetermined positions to generate the localized seismo-electric conversion.
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公开(公告)号:US11307317B2
公开(公告)日:2022-04-19
申请号:US16460582
申请日:2019-07-02
发明人: Yimin Sun
摘要: Systems and methods, including computer-implemented systems and methods, for determining an optimized geometry of seismic sources and receivers in order to generate a desired dense wavefield. The systems and methods may include generating a simulated dense wavefield using a representative subsurface model; generating a set of preliminary acquisition plans according to constraints and the representative subsurface model, each preliminary acquisition plan defining a plurality of surface receivers operable to receive seismic signals; subsampling the target dense wavefield using the set of preliminary acquisition plans to produce a set of subsampled wavefields; reconstructing the set of subsampled wavefields according to a reconstruction scheme to produce a set of reconstructed dense wavefields; determining a degree of fidelity for each of the reconstructed dense wavefields; and selecting a preliminary acquisition plan having a degree of fidelity that satisfies a preselected criterion as an optimized acquisition plan.
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公开(公告)号:US20220099851A1
公开(公告)日:2022-03-31
申请号:US17038940
申请日:2020-09-30
摘要: Systems and methods for quantitative seismic integrated modelling (QSIM) are disclosed for integrating the one, two and three-dimensional (1D, 2D, 3D) data from different geoscience domains within a framework in order to produce hi-resolution geocellular models that simulate realistic sub-surface reservoir properties. The QSIM systems and methods accurately leverage the seismically derived reservoir rock properties, integrating the geophysical, geological and engineering information through an optimum rock physics models and takes in consideration all the empirically constrained templates to correct, validate and quality check all the input data.
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100.
公开(公告)号:US11287541B2
公开(公告)日:2022-03-29
申请号:US15371759
申请日:2016-12-07
申请人: William A Burnett , Martin J. Terrell , Pavel Dimitrov , Thomas A. Dickens , Yaxun Tang , Partha S. Routh , William Curry , Dennis E. Willen
发明人: William A Burnett , Martin J. Terrell , Pavel Dimitrov , Thomas A. Dickens , Yaxun Tang , Partha S. Routh , William Curry , Dennis E. Willen
摘要: A method, including: determining, with a computer, point spread functions for a plurality of parameter locations by performing at least a portion of a first iteration of an iterative full wavefield inversion process; determining at least one property for each of the point spread functions; and evaluating a candidate survey design based on the at least one property for each of the point spread functions.
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