Patents by Inventor Jack Dvorkin

Jack Dvorkin has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20180164470
    Abstract: A method is provided for evaluating a geological formation which integrates well data and high resolution computed tomography of rock samples thereof. Relationships are determined for a formation between a formation property, such as an elastic property, and at least one of photoelectric effect index (PEF), effective atomic number (Zeff), and bulk density (RHOB), using well data, and tomographic imaging is used to determine at least one of the latter mentioned properties (PEF, Zeff, RHOB) at higher resolution, which can be used in the relationship to determine a corresponding formation property. This affords an opportunity to develop formation property data for more challenging formations to evaluate, such as thinly laminated formations or others. Computerized systems, computer program products on non-transitory computer usable storage media, and programs for performing the methods are also provided.
    Type: Application
    Filed: February 7, 2018
    Publication date: June 14, 2018
    Applicant: Ingrain, Inc.
    Inventors: Mehdi Matt Honarpour, Jack Dvorkin
  • Patent number: 9921334
    Abstract: A method is provided for evaluating a geological formation which integrates well data and high resolution computed tomography of rock samples thereof. Relationships are determined for a formation between a formation property, such as an elastic property, and at least one of photoelectric effect index (PEF), effective atomic number (Zeff), and bulk density (RHOB), using well data, and tomographic imaging is used to determine at least one of the latter mentioned properties (PEF, Zeff, RHOB) at higher resolution, which can be used in the relationship to determine a corresponding formation property. This affords an opportunity to develop formation property data for more challenging formations to evaluate, such as thinly laminated formations or others. Computerized systems, computer program products on non-transitory computer usable storage media, and programs for performing the methods are also provided.
    Type: Grant
    Filed: September 4, 2013
    Date of Patent: March 20, 2018
    Assignee: Ingrain, Inc.
    Inventors: Mehdi Matt Honarpour, Jack Dvorkin
  • Patent number: 9507047
    Abstract: The present invention relates to a method and system for integrating logging tool data and digital rock physics to estimate rock formation properties. A rock sample from a logging tool such as a sidewall plug or large enough cutting can be extracted by the logging tool at approximately the same well bore location that the logging tool measures fluid properties. The rock samples thus obtained is scanned using a CT scanner, scanning electron microscope or other suitable scanning device. The resulting scanned rock image can be segmented and rock properties comprising porosity, absolute permeability, relative permeability, capillary pressure and other relevant rock properties are calculated. The resulting digital calculations are integrated with logging tool data and rock property estimates to improve the accuracy and timeliness of the logging tool data.
    Type: Grant
    Filed: May 7, 2012
    Date of Patent: November 29, 2016
    Assignee: Ingrain, Inc.
    Inventors: Jack Dvorkin, Henrique Tono, Carl Sisk, David Malone
  • Patent number: 9396547
    Abstract: A method for increasing the accuracy of a target property value derived from a rock sample is described in which the sample is scanned to obtain a three-dimensional tomographic digital image which can be processed to pore space and solid material phases through a segmentation process. A process is used which revises the segmented volume, e.g., by increasing pore space connectivity, in a manner affecting the target property value that would be derived. Another described method increases the accuracy with which a segmented volume represents a material sample having structure not adequately resolved in an original three-dimensional tomographic digital image. Further, a system for performing the processes, and a segmented digital volume which more accurately represents a sample of a porous media, are described.
    Type: Grant
    Filed: May 6, 2015
    Date of Patent: July 19, 2016
    Assignee: Ingrain, Inc.
    Inventors: Naum Derzhi, Jack Dvorkin, Qian Fang, Michael Suhrer
  • Publication number: 20160195637
    Abstract: A method is provided for evaluating a geological formation which integrates well data and high resolution computed tomography of rock samples thereof. Relationships are determined for a formation between a formation property, such as an elastic property, and at least one of photoelectric effect index (PEF), effective atomic number (Zeff), and bulk density (RHOB), using well data, and tomographic imaging is used to determine at least one of the latter mentioned properties (PEF, Zeff, RHOB) at higher resolution, which can be used in the relationship to determine a corresponding formation property. This affords an opportunity to develop formation property data for more challenging formations to evaluate, such as thinly laminated formations or others. Computerized systems, computer program products on non-transitory computer usable storage media, and programs for performing the methods are also provided.
    Type: Application
    Filed: September 4, 2013
    Publication date: July 7, 2016
    Applicant: Ingrain, Inc.
    Inventors: Mehdi Matt Honarpour, Jack Dvorkin
  • Publication number: 20150235376
    Abstract: A method for increasing the accuracy of a target property value derived from a rock sample is described in which the sample is scanned to obtain a three-dimensional tomographic digital image which can be processed to pore space and solid material phases through a segmentation process. A process is used which revises the segmented volume, e.g., by increasing pore space connectivity, in a manner affecting the target property value that would be derived. Another described method increases the accuracy with which a segmented volume represents a material sample having structure not adequately resolved in an original three-dimensional tomographic digital image. Further, a system for performing the processes, and a segmented digital volume which more accurately represents a sample of a porous media, are described.
    Type: Application
    Filed: May 6, 2015
    Publication date: August 20, 2015
    Applicant: INGRAIN, INC.
    Inventors: Naum Derzhi, Jack Dvorkin, Qian Fang, Michael Suhrer
  • Patent number: 9047513
    Abstract: A method for increasing the accuracy of a target property value derived from a rock sample is described in which the sample is scanned to obtain a three-dimensional tomographic digital image which can be processed to pore space and solid material phases through a segmentation process. A process is used which revises the segmented volume, e.g., by increasing pore space connectivity, in a manner affecting the target property value that would be derived. Another described method increases the accuracy with which a segmented volume represents a material sample having structure not adequately resolved in an original three-dimensional tomographic digital image. Further, a system for performing the processes, and a segmented digital volume which more accurately represents a sample of a porous media, are described.
    Type: Grant
    Filed: August 8, 2013
    Date of Patent: June 2, 2015
    Assignee: Ingrain, Inc.
    Inventors: Naum Derzhi, Jack Dvorkin, Qian Fang, Michael Suhrer
  • Patent number: 9046509
    Abstract: A method is provided for efficiently characterizing rock traversed while drilling a borehole for hydrocarbon reservoir development. A rock sample can be obtained having a provenance of collection linked to a specific region of the borehole, which is scanned to obtain a 2D digital image that is segmented to pixels characterized as pore space and as mineral matrix and defining a boundary between them. A transform relationship, for example, a form of the Kozeny-Carman equation adapted for application to a 2D segmented image environment, can be applied to calculate the estimated value for a target rock property, which can be absolute permeability, relative permeability, formation factor, elasticity, bulk modulus, shear modulus, compressional velocity, shear velocity, electrical resistivity, or capillary pressure, and the estimated value is used to characterize the rock at that region of the borehole.
    Type: Grant
    Filed: May 16, 2013
    Date of Patent: June 2, 2015
    Assignee: Ingrain, Inc.
    Inventors: Jack Dvorkin, Naum Derzhi
  • Patent number: 8938045
    Abstract: A method of evaluating a reservoir includes a multi-energy X-ray CT scan of a sample, obtaining bulk density and photoelectric effect index effect for the sample, estimation of at least mineral property using data obtained from at least one of a core gamma scan, a spectral gamma ray scan, an X-ray fluorescence (XRF) analysis, or an X-ray diffraction (XRD) analysis of the sample, and determination of at least one sample property by combining the bulk density, photoelectric effect index, and the at least one mineral property (e.g., total clay content). Reservoir properties, such as one or more of formation brittleness, porosity, organic material content, and permeability, can be determined by the method without need of detailed lab physical measurements or destruction of the sample. A system for evaluating a reservoir also is provided.
    Type: Grant
    Filed: January 10, 2013
    Date of Patent: January 20, 2015
    Assignee: Ingrain, Inc.
    Inventors: Jack Dvorkin, Naum Derzhi, Elizabeth Diaz, Joel Walls
  • Publication number: 20140044315
    Abstract: A method for increasing the accuracy of a target property value derived from a rock sample is described in which the sample is scanned to obtain a three-dimensional tomographic digital image which can be processed to pore space and solid material phases through a segmentation process. A process is used which revises the segmented volume, e.g., by increasing pore space connectivity, in a manner affecting the target property value that would be derived. Another described method increases the accuracy with which a segmented volume represents a material sample having structure not adequately resolved in an original three-dimensional tomographic digital image. Further, a system for performing the processes, and a segmented digital volume which more accurately represents a sample of a porous media, are described.
    Type: Application
    Filed: August 8, 2013
    Publication date: February 13, 2014
    Applicant: Ingrain, Inc.
    Inventors: Naum Derzhi, Jack Dvorkin, Qian Fang, Michael Suhrer
  • Publication number: 20130308831
    Abstract: A method is provided for efficiently characterizing rock traversed while drilling a borehole for hydrocarbon reservoir development. A rock sample can be obtained having a provenance of collection linked to a specific region of the borehole, which is scanned to obtain a 2D digital image that is segmented to pixels characterized as pore space and as mineral matrix and defining a boundary between them. A transform relationship, for example, a form of the Kozeny-Carman equation adapted for application to a 2D segmented image environment, can be applied to calculate the estimated value for a target rock property, which can be absolute permeability, relative permeability, formation factor, elasticity, bulk modulus, shear modulus, compressional velocity, shear velocity, electrical resistivity, or capillary pressure, and the estimated value is used to characterize the rock at that region of the borehole.
    Type: Application
    Filed: May 16, 2013
    Publication date: November 21, 2013
    Applicant: Ingrain, Inc.
    Inventors: Jack Dvorkin, Naum Derzhi
  • Publication number: 20130182819
    Abstract: A method of evaluating a reservoir includes a multi-energy X-ray CT scan of a sample, obtaining bulk density and photoelectric effect index effect for the sample, estimation of at least mineral property using data obtained from at least one of a core gamma scan, a spectral gamma ray scan, an X-ray fluorescence (XRF) analysis, or an X-ray diffraction (XRD) analysis of the sample, and determination of at least one sample property by combining the bulk density, photoelectric effect index, and the at least one mineral property (e.g., total clay content). Reservoir properties, such as one or more of formation brittleness, porosity, organic material content, and permeability, can be determined by the method without need of detailed lab physical measurements or destruction of the sample. A system for evaluating a reservoir also is provided.
    Type: Application
    Filed: January 10, 2013
    Publication date: July 18, 2013
    Applicant: Ingrain, Inc.
    Inventors: Jack Dvorkin, Naum Derzhi, Elizabeth Diaz, Joel Walls
  • Patent number: 8170799
    Abstract: A method for determining in-situ relationships between physical properties of a porous medium from a sample thereof includes acquiring a three-dimensional image of the sample and segmenting the image into pixels representing pore space and pixels representing rock grain. A plurality of sub-volumes are selected from the segmented image, and a porosity is calculated for each of the sub-volumes. A digital simulation is conducted on each of the sub-volumes to obtain a selected physical property for the sub-volume. A relationship is determined between porosity and the selected physical property using relationship data comprising the calculated porosity and the simulated physical property for each of the sub-volumes. The method includes at least one of storing and displaying the relationship.
    Type: Grant
    Filed: November 24, 2008
    Date of Patent: May 1, 2012
    Assignee: Ingrain, Inc.
    Inventors: Jack Dvorkin, Naum Derzhi, Meghan Armbruster, Qian Fang, Zbigniew Wojcik
  • Patent number: 8155377
    Abstract: A method for estimating a relationship between physical properties of a porous material from a sample thereof includes making a three dimensional tomographic image of the sample of the material. The image is segmented into pixels each representing pore space or rock grains. The image is divided into sub-volumes. A porosity is estimated for each sub-volume. At least one petrophysical parameter is modeled from the image of each sub-volume. A relationship between the porosity and the at least one modeled petrophysical parameter is determined by, e.g., a best-fit statistical method. The relationship and the modeled petrophysical parameter for each sub-volume are stored in a computer or displayed.
    Type: Grant
    Filed: November 24, 2008
    Date of Patent: April 10, 2012
    Assignee: Ingrain, Inc.
    Inventors: Jack Dvorkin, Naum Derzhi, Meghan Armbruster, Qian Fang, Zbigniew Wojcik
  • Patent number: 8085974
    Abstract: A method for estimating at least one elastic-wave-related property of a porous material from a sample thereof includes making a three dimensional tomographic image of the sample of the material. The image is segmented into pixels each representing pore space or rock grain. Bulk modulus and shear modulus of the porous material are determined from the segmented image at a frequency corresponding to mobile fluid. Bulk modulus and shear modulus of the porous material are determined from the segmented image at a frequency corresponding to immobile fluid. The at least one elastic-wave-related property is determined from the mobile fluid and immobile fluid moduli. The method includes at least one of storing and displaying the at least one elastic-wave-related property so determined.
    Type: Grant
    Filed: November 24, 2008
    Date of Patent: December 27, 2011
    Assignee: Ingrain, Inc.
    Inventors: Jack Dvorkin, Naum Derzhi, Zbigniew Wojcik
  • Patent number: 8081802
    Abstract: A method for estimating permeability properties of a porous material from a sample thereof includes making a three dimensional tomographic image of the sample of the material. The image is segmented into pixels each representing pore space or rock grains. The image is divided into sub-volumes. A porosity is estimated for each sub-volume. The components of a permeability tensor are determined by conducting simulations. Principal permeability values and directions are then calculated. The permeability properties are stored in a computer or displayed.
    Type: Grant
    Filed: November 29, 2008
    Date of Patent: December 20, 2011
    Assignee: Ingrain, Inc.
    Inventors: Jack Dvorkin, Naum Derzhi, Meghan Armbruster, Qian Fang, Zbigniew Wojcik
  • Patent number: 8081796
    Abstract: A method for estimating a petrophysical parameter from a rock sample includes making a three dimensional tomographic image of the sample of the material. The image is segmented into pixels each representing pore space or rock grain. Porosity of the sample is determined from the segmented image. An image of at least one fracture is introduced into the segmented image to generate a fractured image. The porosity of the fractured image is determined. At least one petrophysical parameter related to the pore-space geometry is estimated from the fractured image.
    Type: Grant
    Filed: November 24, 2008
    Date of Patent: December 20, 2011
    Assignee: Ingrain, Inc.
    Inventors: Naum Derzhi, Jack Dvorkin, Qian Fang, Zbigniew Wojcik
  • Publication number: 20100135536
    Abstract: A method for estimating permeability properties of a porous material from a sample thereof includes making a three dimensional tomographic image of the sample of the material. The image is segmented into pixels each representing pore space or rock grains. The image is divided into sub-volumes. A porosity is estimated for each sub-volume. The components of a permeability tensor are determined by conducting simulations. Principal permeability values and directions are then calculated. The permeability properties are stored in a computer or displayed.
    Type: Application
    Filed: November 29, 2008
    Publication date: June 3, 2010
    Inventors: Jack Dvorkin, Naum Derzhi, Meghan Armbruster, Qian Fang, Zbigniew Wojcik
  • Publication number: 20100131204
    Abstract: A method for determining in-situ relationships between physical properties of a porous medium from a sample thereof includes acquiring a three-dimensional image of the sample and segmenting the image into pixels representing pore space and pixels representing rock grain. A plurality of sub-volumes are selected from the segmented image, and a porosity is calculated for each of the sub-volumes. A digital simulation is conducted on each of the sub-volumes to obtain a selected physical property for the sub-volume. A relationship is determined between porosity and the selected physical property using relationship data comprising the calculated porosity and the simulated physical property for each of the sub-volumes. The method includes at least one of storing and displaying the relationship.
    Type: Application
    Filed: November 24, 2008
    Publication date: May 27, 2010
    Inventors: Jack Dvorkin, Naum Derzhi, Meghan Armbruster, Qian Fang, Zbigniew Wojcik
  • Publication number: 20100128933
    Abstract: A method for estimating a petrophysical parameter from a rock sample includes making a three dimensional tomographic image of the sample of the material. The image is segmented into pixels each representing pore space or rock grain. Porosity of the sample is determined from the segmented image. An image of at least one fracture is introduced into the segmented image to generate a fractured image. The porosity of the fractured image is determined. At least one petrophysical parameter related to the pore-space geometry is estimated from the fractured image.
    Type: Application
    Filed: November 24, 2008
    Publication date: May 27, 2010
    Inventors: Naum Derzhi, Jack Dvorkin, Qian Fang, Zbigniew Wojcik