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公开(公告)号:US11066905B2
公开(公告)日:2021-07-20
申请号:US15572786
申请日:2016-06-24
Applicant: Schlumberger Technology Corporation
Inventor: Sylvain Wlodarczyk , Keith Pinto , Olivier Marche , Akshat Gupta
Abstract: A method for modelling saturation in a reservoir, comprising: obtaining capillary pressure data representing capillary pressure in the reservoir; obtaining permeability data representing permeability in the reservoir; determining a number of pore throats represented by the capillary pressure data; creating hyperbolic tangents based on the capillary pressure data equal in number to the number of pore throats; combining hyperbolic tangents to create a curve to fit the capillary pressure data and to define hyperbolic tangent parameters; combining at least one of the hyperbolic tangent parameters with the permeability data to define a saturation height function; modelling a saturation in the reservoir using the saturation height function; and displaying the saturation model based on the saturation height function. The determination of the number of pore throats may comprise creating an initial capillary pressure curve using a predetermined number of multiple linked hyperbolic tangents, determining a first derivative of the capillary pressure curve, and determining a number of local minima in the capillary pressure curve.
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公开(公告)号:US20190243025A1
公开(公告)日:2019-08-08
申请号:US16340130
申请日:2016-10-13
Applicant: Schlumberger Technology Corporation
Inventor: Sylvain Wlodarczyk , Florent D'Halluin
IPC: G01V99/00
CPC classification number: G01V99/005 , G01V1/20 , G01V3/38 , G01V2210/61 , G01V2210/614 , G01V2210/66
Abstract: A method, apparatus, and program product may evaluate a field by receiving a dataset including well measurements collected from a plurality of wells in a field, generating a synthetic dataset from the received dataset by computing a plurality of synthetic samples from the received dataset using a self-organized may (SOM), and propagating one or more models generated from the synthetic dataset to the plurality of wells.
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公开(公告)号:US20180163533A1
公开(公告)日:2018-06-14
申请号:US15577326
申请日:2016-05-31
Applicant: Schlumberger Technology Corporation
Inventor: Sylvain Wlodarczyk , Keith Pinto , Olivier Marché , Akshat Gupta
CPC classification number: E21B49/008 , E21B47/06 , E21B49/00 , G01V1/40 , G01V99/00
Abstract: A system and method for correcting capillary pressure curves includes creating a capillary pressure curve using multiple linked hyperbolic tangents, determining a closure correction pressure cutoff of the capillary pressure curve, and correcting the capillary pressure curve. The correction may include normalizing the capillary pressure curve and extrapolating the capillary pressure curve.
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公开(公告)号:US20180119523A1
公开(公告)日:2018-05-03
申请号:US15564732
申请日:2016-04-07
Applicant: Schlumberger Technology Corporation
Inventor: Sylvain Wlodarczyk , Keith Pinto , Olivier Marche
CPC classification number: E21B41/0092 , E21B47/06 , E21B49/00 , G06F17/5009 , G06F2217/16
Abstract: A method and system for modeling saturation in a reservoir that includes obtaining capillary pressure data representing capillary pressure in a reservoir, obtaining permeability data representing permeability in the reservoir, determining a number of pore throats represented by the capillary pressure data, creating a set of hyperbolic tangents equal in number to the number of pore throats, combining the set of hyperbolic tangents to create a curve to fit the capillary pressure data and to define a set of hyperbolic tangent parameters, combining at least one of the hyperbolic tangent parameters with the permeability data to define a saturation height function, modeling USER a saturation in the reservoir using the saturation height function, and displaying the saturation model based on the saturation height function.
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公开(公告)号:US11320565B2
公开(公告)日:2022-05-03
申请号:US16340130
申请日:2016-10-13
Applicant: Schlumberger Technology Corporation
Inventor: Sylvain Wlodarczyk , Florent D'Halluin
Abstract: A method, apparatus, and program product may evaluate a field by receiving a dataset including well measurements collected from a plurality of wells in a field, generating a synthetic dataset from the received dataset by computing a plurality of synthetic samples from the received dataset using a self-organized may (SOM), and propagating one or more models generated from the synthetic dataset to the plurality of wells.
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公开(公告)号:US10787902B2
公开(公告)日:2020-09-29
申请号:US15577326
申请日:2016-05-31
Applicant: Schlumberger Technology Corporation
Inventor: Sylvain Wlodarczyk , Keith Pinto , Olivier Marché , Akshat Gupta
Abstract: A system and method for correcting capillary pressure curves includes creating a capillary pressure curve using multiple linked hyperbolic tangents, determining a closure correction pressure cutoff of the capillary pressure curve, and correcting the capillary pressure curve. The correction may include normalizing the capillary pressure curve and extrapolating the capillary pressure curve.
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公开(公告)号:US20200183042A1
公开(公告)日:2020-06-11
申请号:US16614783
申请日:2018-05-22
Applicant: Schlumberger Technology Corporation
Inventor: Shervine Amidi , Vianney Bruned , Sylvain Wlodarczyk
Abstract: Computing systems, computer-readable media, and methods interpreting well logs, of which the method includes receiving data that comprises one or more well logs acquired using a tool disposed at a plurality of depths 423 in a bore in a subterranean environment, partitioning the data into segments, the individual segments containing data points, representing the segments as representative points in a parameter domain, determining reachability distances for the representative points in the parameter domain, initializing a cluster based on the reachability distances, identifying one or more segments as part of the cluster, and determining a physical feature represented in the one or more well logs based on the cluster.
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公开(公告)号:US20170212064A1
公开(公告)日:2017-07-27
申请号:US15500499
申请日:2015-07-29
Applicant: SCHLUMBERGER TECHNOLOGY CORPORATION
Inventor: Claire Bild , Sylvain Wlodarczyk , Florent D'Halluin , Jean-Etienne Jacolin
CPC classification number: G01N24/081 , E21B43/16 , E21B49/00 , G01N33/241 , G01N33/246 , G01V1/50 , G01V3/32 , G01V9/02 , G01V2210/6244
Abstract: Methods, systems, and computer-readable media for assessing porosity and water saturation cutoff values for hydrocarbon volume estimation are described. The techniques can include determining a plurality of water saturation and porosity value pairs for locations regularly-spaced along at least one borehole. The techniques can further include plotting the plurality of water satoration and porosity value pairs on a graph and representing a plurality of percentiles of the estimated maximal hydrocarbon volume on the graph. The techniques can also include causing the graph to be displayed to a user, such that the user can visually observe a combined sensitivity to porosity and water saturation cutoffs values. The user can take various actions based on the display.
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公开(公告)号:US11520075B2
公开(公告)日:2022-12-06
申请号:US16439624
申请日:2019-06-12
Applicant: SCHLUMBERGER TECHNOLOGY CORPORATION
Inventor: Shashi Menon , Aria Abubakar , Vikas Jain , David Furse Allen , John Rasmus , John Paul Horkowitz , Valerian Guillot , Florent D'Halluin , Ridvan Akkurt , Sylvain Wlodarczyk
Abstract: Methods and systems for augmented geological service characterization are described. An embodiment of a method includes generating a geological service characterization process in response to one or more geological service objectives and a geological service experience information set. Such a method may also include augmenting the geological service characterization process by machine learning in response to a training information set. Additionally, the method may include generating an augmented geological service characterization process in response to the determination information.
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公开(公告)号:US10482996B2
公开(公告)日:2019-11-19
申请号:US14267042
申请日:2014-05-01
Applicant: Schlumberger Technology Corporation
Inventor: Sylvain Wlodarczyk , Gennady Makarychev
Abstract: Systems, media, and methods for determining relative geochemical data are provided. Measurement data may be received that is indicative of relative yields of a plurality of chemical components in a rock formation. First absolute yields of at least a portion of the plurality of chemical components in a presence of 100% of a first volumetric component in the rock formation may be determined. Second absolute yields of at least a portion of the plurality of chemical components in a presence of 100% of a second volumetric component in the rock formation may also be determined. A volume of the first volumetric component, a volume of the second volumetric component, and a sum of yields of the plurality of chemical components may be determined using the first and second absolute yields and the relative yields.
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