IP Library Granted Patent US 12,704,497
Granted Patent B2
US 12,704,497 · App. 18/591,635 · Granted Aug 11, 2026

Analysis of source rocks in pyrolysis experiments

Inventors: Poorna Srinivasan (Houston, TX); Estefania M. Endara Arguello (Brookshire, TX); Shannon L. Eichmann (Katy, TX)
Assignee: Saudi Arabian Oil Company
G01N33/241G01N1/286G01N23/2251G01N25/145G01N30/12G01N30/88E21B49/00G01N2001/2873G01N2030/125G01N2030/8854
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 12,704,497
App. No.
18/591,635
Filed
Feb 29, 2024
Granted
Aug 11, 2026
Kind
B2
Art Unit
2852
USPC
73/863.11
Abstract

The apparatus includes a pyrolysis chamber configured to receive and hold within an interior space a volume of an aqueous fluid and to maintain a pressure within the interior space for a duration of an experimental period when a removable head is in a closed position. The apparatus includes a sample basket assembly comprising a plurality of baskets attached to the removable head by one or more rods. Each basket is configured to receive one or more source rock samples. The sample basket assembly is configured such that, when the removable head is in the closed position and the one or more source samples are disposed within each basket, the samples suspended in a substantially stationary position above the floor.

Claims (37)

1 . An apparatus comprising:

a pyrolysis chamber comprising a floor and walls defining an interior space and a removable head, the pyrolysis chamber configured to receive and hold within the interior space a volume of an aqueous fluid and to maintain a pressure within the interior space for a duration of an experimental period when the removable head is in a closed position;

a heater configured to heat the fluid when the fluid is present in the interior space for the duration of the experimental period; and

a sample basket assembly comprising a plurality of baskets attached to the removable head by one or more rods, each basket configured to receive one or more source rock samples, the sample basket assembly configured such that:

when the removable head is in the closed position and the one or more source samples are disposed within each basket, the one or more samples are for the duration of the experimental period suspended in a substantially stationary position above the floor while permitting contact of the one or more source samples with the aqueous fluid; and

removal of the removable head from the pyrolysis chamber upon completion of the experimental period removes the plurality of baskets from the interior space such that the one or more samples can be retrieved from the plurality of baskets.

2 . The apparatus of claim 1 , wherein each basket of the plurality of baskets is a metallic basket.

3 . The apparatus of claim 1 , wherein each basket of the plurality of baskets comprise nickel-chromium-molybdenum alloy.

4 . The apparatus of claim 1 , wherein the one or more rods comprise nickel-chromium-molybdenum alloy.

5 . The apparatus of claim 1 , wherein the one or more rods comprise metal wires.

6 . The apparatus of claim 1 , wherein the one or more rods comprise rigid metal rods.

7 . The apparatus of claim 1 , wherein the one or more rods comprise a pair of rods, and wherein a first end of a first rod of the pair of rods and a first end of a second rod of the pair of rods are attached to the removable head and a second end of the first rod of the pair of rods is attached to a first side of a first basket of the plurality of baskets and a second end of the second rod of the pair of rods is attached to a second side of the first basket of the plurality of baskets.

8 . The apparatus of claim 1 , wherein at least one basket of the plurality of baskets is dimensioned such that a sample sized for a sample holder of an imaging apparatus is substantially immobilized relative to the removable head if the sample sized for the sample holder is disposed within the at least one basket.

9 . The apparatus of claim 8 , wherein the sample holder of the imaging apparatus is configured to hold a sample of approximately 1 cm by 1 cm by 0.25 cm and the at least one basket is approximately 1.5 cm×1.5 cm×1.5 cm.

10 . A method comprising:

determining a physical or chemical characteristic of a first source rock sample by individually imaging, as a first imaging instance, the first source rock sample;

after the first imaging instance, disposing the first source rock sample in a first basket of a sample basket assembly, the sample basket assembly attached by one or more rods to a removable head of a pyrolysis chamber of a pyrolysis apparatus, the pyrolysis chamber comprising a floor and walls defining an interior space;

determining a physical or chemical characteristic of second source rock sample by individually imaging, as a second imaging instance, the first source rock sample;

after the second imaging instance, disposing the second source rock sample in a second basket of the sample basket assembly;

at least partially filling the interior space with a volume of an aqueous fluid;

attaching the removable head to the pyrolysis chamber, thereby suspending the first source rock sample and the second source rock sample in the interior space in a position above the floor;

with the removable head in the closed position, applying a pressure and heat to the interior space for a duration of an experimental period, the sample basket assembly affixing the first source rock sample and the second rock sample substantially stationary in the position for the duration of the experimental period while permitting contact of the first source rock sample and the second rock sample with the aqueous fluid;

after the experimental period, detaching the removable head from the pyrolysis chamber; and

after the detaching:

retrieving the first source rock sample and the second source rock sample from the first basket and the second basket, respectively;

individually imaging, as a third imaging instance, the first source rock sample to determine a change in the physical or chemical characteristic of the first source rock sample; and

individually imaging, as a fourth imaging instance, the second source rock sample to determine a change in the physical or chemical characteristic of the second source rock sample.

11 . The method of claim 10 , wherein at least the first imaging instance and the third imaging instance of the imaging instances comprises imaging with an SEM apparatus.

12 . The method of claim 10 , wherein at least one of the imaging instances comprises imaging with a petrographic microscope.

13 . The method of claim 10 , wherein at least one of the imaging instances comprises imaging with microspectrophotometer.

14 . The method of claim 10 , further comprising, before the first imaging instance, etching a pattern in the first source rock, and wherein the first imaging instance and the third imaging instance comprise orienting the first rock sample in a sample holder of an imaging apparatus based in part on the etched pattern.

15 . The method of claim 10 , further comprising, after the experimental period, determining a geochemical characteristic of a hydrocarbon liquid expelled during the experimental period from one or more source rock samples disposed in the interior space.

16 . The method of claim 15 , wherein the determining the geochemical characteristic comprises analyzing the hydrocarbon liquid with a gas chromatograph.

17 . The method of claim 10 , wherein the first source rock sample and the second rock sample comprise two of three or more source rock samples disposed in the interior space for the duration of the experimental period, and further comprising, after the experimental period, extracting bitumen from one or more of the three or more source rock samples other than the first source rock sample and the second source rock sample.

18 . The method of claim 10 , wherein the plurality of baskets comprise nickel-chromium-molybdenum alloy.

19 . The method of claim 10 , wherein at least the first basket is dimensioned such that a sample sized for a sample holder of an imaging apparatus is substantially immobilized relative to the removable head if the sample sized for the sample holder is disposed within the first basket, and further comprising, before the first imaging instance, cutting the first source rock sample such that the first source rock sample is sized for the sample holder.

20 . The method of claim 10 , wherein the sample holder of the imaging apparatus is configured to hold a sample of approximately 1 cm by 1 cm by 0.25 cm and the first basket is approximately 1.5 cm×1.5 cm×1.5 cm.

Assignments (3)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded May 14, 2024
From: ARAMCO SERVICES COMPANY
To: SAUDI ARAMCO UPSTREAM TECHNOLOGY COMPANY
Reel/Frame 067406/0929 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded May 14, 2024
From: SAUDI ARAMCO UPSTREAM TECHNOLOGY COMPANY
To: SAUDI ARABIAN OIL COMPANY
Reel/Frame 067407/0365 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 21, 2024
From: SRINIVASAN, POORNA; ENDARA ARGUELLO, ESTEFANIA M.; EICHMANN, SHANNON L.
To: ARAMCO SERVICES COMPANY
Reel/Frame 066859/0438 →
Continuity (1)
Related Publication 20250277765A1 · Sep 4, 2025
References Cited (193)
US 3456183A · Codrington et al. · 1969 [cited by applicant]
US 3834122A · Allison et al. · 1974 [cited by applicant]
US 4344917A · Schorno · 1982 [cited by applicant]
US 4485071A · Larter · 1984 [cited by applicant]
US 4842825A · Martin · 1989 [cited by applicant]
US 4882128A · Hukvari et al. · 1989 [cited by applicant]
US 5180556A · Nolte et al. · 1993 [cited by applicant]
US 5390529A · Ghiselli · 1995 [cited by applicant]
US 5441343A · Pylkki et al. · 1995 [cited by applicant]
US 6095679A · Hammiche et al. · 2000 [cited by applicant]
US 6411902B1 · Wiltshire · 2002 [cited by applicant]
US 6440746B1 · Troxler · 2002 [cited by examiner]
US 6491425B1 · Hammiche et al. · 2002 [cited by applicant]
US 6590647B2 · Stephenson · 2003 [cited by applicant]
US 6706531B1 · Haeseler · 2004 [cited by examiner]
US 7078237B1 · Mowry · 2006 [cited by applicant]
US 7086484B2 · Smith · 2006 [cited by applicant]
US 7588827B2 · Nie et al. · 2009 [cited by applicant]
US 7879625B1 · Boss · 2011 [cited by applicant]
US 7983845B2 · Minh · 2011 [cited by applicant]
US 8177422B2 · Kjoller et al. · 2012 [cited by applicant]
US 8278931B2 · Fang et al. · 2012 [cited by applicant]
US 8337783B2 · Locascio et al. · 2012 [cited by applicant]
US 8473213B2 · Zhu et al. · 2013 [cited by applicant]
US 8729903B2 · Srnka et al. · 2014 [cited by applicant]
US 8818778B2 · Salazar-Tio et al. · 2014 [cited by applicant]
US 8821806B2 · Hersherwitz et al. · 2014 [cited by applicant]
US 9029156B2 · Kornacki et al. · 2015 [cited by applicant]
US 9057797B2 · Omeragic et al. · 2015 [cited by applicant]
US 9128210B2 · Pomerantz · 2015 [cited by applicant]
US 9152745B2 · Glinsky · 2015 [cited by applicant]
US 9274324B2 · Kurioka et al. · 2016 [cited by applicant]
US 9507047B1 · Dvorkin et al. · 2016 [cited by applicant]
US 9696270B1 · Roy et al. · 2017 [cited by applicant]
US 9784882B2 · Vinegar et al. · 2017 [cited by applicant]
US 9995698B2 · Suarez-Rivera et al. · 2018 [cited by applicant]
US 10012765B2 · Haas et al. · 2018 [cited by applicant]
US 10043274B2 · Varslot et al. · 2018 [cited by applicant]
US 10198804B2 · Sungkorn et al. · 2019 [cited by applicant]
US 10422736B2 · Walls et al. · 2019 [cited by applicant]
US 10611967B2 · Inan · 2020 [cited by applicant]
US 10816452B2 · Wang et al. · 2020 [cited by applicant]
US 11268919B2 · Eichmann et al. · 2022 [cited by applicant]
US 11352879B2 · Li et al. · 2022 [cited by applicant]
US 20080110253A1 · Stephenson et al. · 2008 [cited by applicant]
US 20080111064A1 · Andrews et al. · 2008 [cited by applicant]
US 20090187391A1 · Wendt et al. · 2009 [cited by applicant]
US 20100092865A1 · Kanno et al. · 2010 [cited by applicant]
US 20100224823A1 · Yin et al. · 2010 [cited by applicant]
US 20110207231A1 · Natan et al. · 2011 [cited by applicant]
US 20110260051A1 · Preudhomme et al. · 2011 [cited by applicant]
US 20110275061A1 · Weidemaier et al. · 2011 [cited by applicant]
US 20120026037A1 · Thomson et al. · 2012 [cited by applicant]
US 20120257199A1 · Liu et al. · 2012 [cited by applicant]
US 20120273193A1 · Sen · 2012 [cited by applicant]
US 20120281883A1 · Hurley et al. · 2012 [cited by applicant]
US 20130013209A1 · Zhu et al. · 2013 [cited by applicant]
US 20130040292A1 · Lopez et al. · 2013 [cited by applicant]
US 20130084643A1 · Commarieu et al. · 2013 [cited by applicant]
US 20130238304A1 · Glinsky · 2013 [cited by applicant]
US 20130259190A1 · Walls et al. · 2013 [cited by applicant]
US 20130259808A1 · Chen et al. · 2013 [cited by applicant]
US 20130341028A1 · Christian et al. · 2013 [cited by applicant]
US 20140048694A1 · Pomerantz · 2014 [cited by applicant]
US 20140052420A1 · Cavanaugh · 2014 [cited by applicant]
US 20140077121A1 · Sun et al. · 2014 [cited by applicant]
US 20140186939A1 · Peterman et al. · 2014 [cited by applicant]
US 20140360973A1 · Yin et al. · 2014 [cited by applicant]
US 20150038347A1 · Johnson et al. · 2015 [cited by applicant]
US 20150079270A1 · Wang et al. · 2015 [cited by applicant]
US 20150168588A1 · Vinegar et al. · 2015 [cited by applicant]
US 20160017202A1 · Yang et al. · 2016 [cited by applicant]
US 20160341707A1 · Inan · 2016 [cited by applicant]
US 20170059497A1 · Seltzer · 2017 [cited by applicant]
US 20170067836A1 · Hull et al. · 2017 [cited by applicant]
US 20170336528A1 · Badri et al. · 2017 [cited by applicant]
US 20180134964A1 · Inan · 2018 [cited by applicant]
US 20190118265A1 · Nie et al. · 2019 [cited by applicant]
US 20200231878A1 · Inan · 2020 [cited by examiner]
US 20210080413A1 · Eichmann et al. · 2021 [cited by applicant]
US 20210080414A1 · Eichmann et al. · 2021 [cited by applicant]
US 20220205880A1 · Wang et al. · 2022 [cited by applicant]
US 20220228997A1 · Sandu et al. · 2022 [cited by applicant]
US 20220317015A1 · Sun et al. · 2022 [cited by applicant]
US 20230408429A1 · Eichmann · 2023 [cited by applicant]
AU 2012359291 · 2013 [cited by applicant]
AU 2021250869 · 2022 [cited by applicant]
CN 87213495 · 1988 [cited by applicant]
CN 203785967 · 2014 [cited by applicant]
CN 105784628 · 2016 [cited by applicant]
CN 106525898 · 2017 [cited by applicant]
CN 108152145 · 2018 [cited by applicant]
CN 111380893 · 2020 [cited by applicant]
CN 111504759A · 2020 [cited by examiner]
EP 0210845 · 1987 [cited by applicant]
EP 0247669 · 1987 [cited by applicant]
EP 2040075 · 2009 [cited by applicant]
EP 4028780 · 2021 [cited by applicant]
GB 2161269 · 1988 [cited by applicant]
KR 101384986 · 2014 [cited by applicant]
WO WO2010019256 · 2010 [cited by applicant]
WO WO2014008496 · 2014 [cited by applicant]
WO WO2014014919 · 2014 [cited by applicant]
WO WO2015058206 · 2015 [cited by applicant]
WO WO2016087397 · 2016 [cited by applicant]
WO WO2017164822 · 2017 [cited by applicant]
WO WO2018170035 · 2018 [cited by applicant]
WO WO2020009981 · 2020 [cited by applicant]
WO WO2022159542 · 2022 [cited by applicant]
WO WO2022187600 · 2022 [cited by applicant]
Alhammadi et al., “Pore-scale Imaging and Characterization of Hydrocarbon Reservoir Rock Wettability at Subsurface Conditions Using X-ray Microtomography,” Journal of Visualized Experiments, Oct. 2018, 140:1-15, 15 page… [cited by applicant]
Andra et al., “Digital rock physics benchmarks—Part I: Imaging and segmentation,” Computers & Geosciences, Jan. 2013, 50:25-32, 8 pages. [cited by applicant]
Andra et al., “Digital rock physics benchmarks—Part II: Computing effective properties,” Computers & Geosciences, Jan. 2013, 50:33-43, 11 pages. [cited by applicant]
Arns et al., “Pore Scale Characterisation of Carbonates using X-ray microtomography,” Paper presented at the SPE Annual Technical Conference and Exhibition, Sep. 26-29, 2004, 11 pages. [cited by applicant]
Atarita et al., “Predicting Distribution of Total Organic Carbon (TOC) and S2 with Δ Log Resistivity and Acoustic Impedance Inversion on Talang Akar Formation, Cipunegara Sub Basin, West Java,” Procedia Engineering, 201… [cited by applicant]
Biot et al., “Temperature analysis in hydraulic fracturing,” Journal of Petroleum Technology, Nov. 1987, 39(11):1389-1397, 9 pages. [cited by applicant]
Blanz et al., “Nuclear Magnetic Resonance Logging While Drilling (NMR-LWD): From an Experiment to a Day-to-Day Service for the Oil Industry,” Diffusion Fundamentals, 2010, 14(2), 5 pages. [cited by applicant]
Bultreys et al., “Imaging and image-based fluid transport modeling at the pore scale in geological materials: A practical introduction to the current state-of-the-art,” Earth-Science Reviews, Apr. 2016, 155:93-128, 36 p… [cited by applicant]
Cahill et al., “Nanoscale thermal transport,” Journal of Applied Physics, Jan. 15, 2003, 93(2):793-818, 27 pages. [cited by applicant]
Cahill et al., “Nanoscale Thermal Transport. II. 2003-2012,” Applied Physics Reviews, 2014, 1(011305):1-46, 46 pages. [cited by applicant]
Capsan et al., “Using core data, digital rocks, and source rock kinetics to reduce hydrocarbon storage uncertainty in unconventional reservoirs: application to south Texas organic rich mudstones,” presented at the Uncon… [cited by applicant]
Clough et al., “Characterization of Kerogen and Source Rock Maturation Using Solid-State NMR Spectroscopy,” Energy & Fuels, Sep. 15, 2015, 29(10):6370-6382, 42 pages. [cited by applicant]
Cnudde et al., “High-resolution X-ray computed tomography in geosciences: A review of the current technology and applications,” Earth-Science Reviews, Aug. 1, 2013, 123: 1-17, 17 pages. [cited by applicant]
Dandy, “Supercritical Fluids and their Application to the Recycling of High-Performance Carbon Fibre Reinforced Composite Materials,” thesis submitted for the degree of Doctor of Philosophy, University of Birmingham, Ap… [cited by applicant]
Dawson et al., “Geochemical and geomechanical testing of near wellbore CO2 injectivity improvement,” ANLEC Project 7-1110-0101, Oct. 2014, 146 pages. [cited by applicant]
Deng et al., “Evaluation of high-temperature deformation of porous asphalt mixtures based on microstructure using X-ray computed tomography,” Construction and Building Materials, Dec. 10, 2019, 227(116623):1-10, 10 page… [cited by applicant]
Ducros, “Source Rock Kinetics: Goal and Perspectives,” Source Rock Kinetics: Goal and Perspectives. AAPG Geosciences Technology Workshop, Jul. 5, 2016, 30 pages. [cited by applicant]
Eichmann et al. “Improved Nanoscale Image-based Reservoir Characterization using Supervised Machine Learning,” Unconventional Resources Technology Conference, OnePetro, 2021, 14 pages. [cited by applicant]
Eichmann et al., “Quantitative Image Analysis of Source Rocks Using Machine Learning Segmentation,” Microscopy and Microanalysis, 2020, 26(S2):2862-2865, 4 pages. [cited by applicant]
Esfahani et al., “Quantitative nanoscale mapping of three-phase thermal conductivities in filled skutterudites via scanning thermal microscopy,” National Science Review, Jun. 30, 2017, 5(1):59-69, 11 pages. [cited by applicant]
Espitalie et al., “Source rock characterization method for petroleum exploration,” OTC-2935-MS, presented at the Offshore Technology Conference, Houston, Texas, May 2-5, 1977, 6 pages. [cited by applicant]
Gao et al., “A Surface Functional Monomer-Directing Strategy for Highly Dense Imprinting of TNT at Surface of Silica Nanoparticles,” Journal of American Chemical Society, Jun. 6, 2007, 129(25):7859-7866, 8 pages. [cited by applicant]
Glatz et al., “An experimental platform for triaxial high-pressure/high-temperature testing of rocks using computed tomography,” Review of Scientific Instruments, Apr. 5, 2018, 89(045101):1-10, 10 pages. [cited by applicant]
Glossary.oilfield.slb.com [online] “Dean-Stark extraction,” Sclumberger Oilfield Glossary, retrieved on May 3, 2022, retrieved from URL, <https://glossary.oilfield.slb.com/en/terms/d/dean-stark extraction>, 2 pages. [cited by applicant]
Glossary.oilfield.slb.com [online] “distillation extraction,” Sclumberger Oilfield Glossary, retrieved on May 3, 2022, retrieved from URL, <https://glossary.oilfield.slb.com/en/terms/d/distillation_extraction>, 2 pages. [cited by applicant]
Goethals et al., “Comparison of Positron Emission Tomography and X-ray radiography for studies of physical processes in sandstone,” Engineering Geology, Feb. 10, 2009, 103(3-4):134-138, 5 pages. [cited by applicant]
Hirono et al., “Porosity profile within the Taiwan Chelungpu Fault, reconstructed from X-ray computed tomography images,” JAMSTEC Report of Research and Development, Sep. 2009, 9(2):15-22, 8 pages. [cited by applicant]
Hu et al., “Smart Liquid SERS Substrates based on Fe3O4/Au Nanoparticles with Reversibly Tunable Enhancement Factor for Practical Quantitative Detection,” Scientific Report, Nov. 27, 2014, 4(7204), 10 pages. [cited by applicant]
Huang et al., “A new pyrolysis technique using a diamond anvil cell: in situ visualization of kerogen transformation,” Organic Chemistry, Jan. 1996, 24(1):95-107, 13 pages. [cited by applicant]
Hull et al., “New Frontiers in Oil and Gas Exploration,” Chapter 10: Insights of the Rev of Source Shale from Nano- and Micromechanics, Springer International Publishing Switzerland, 2016, 32 pages. [cited by applicant]
Iglauer et al., “High pressure-elevated temperature x-ray micro-computed tomography for subsurface applications,” Advances in Colloid and Interface Science, Jun. 2018, 256:393-410, 18 pages. [cited by applicant]
Iovea et al., “Dual-energy X-ray computer axial tomography and digital radiography investigation of cores and other objects of geological interest,” Engineering Geology, Feb. 10, 2009, 103(3-4):119-126, 8 pages. [cited by applicant]
Jacobs et al., “‘Applications of X-ray computed tomography in engineering geology’ or ‘looking inside rocks . . . ’,” Engineering Geology, Feb. 10, 2009, 103(3-4):67-68, 2 pages. [cited by applicant]
Kim et al., “Permeability and Porosity Evolution of Organic Rich Shales as a Result of Heating, ” Paper presented at the SPE Western Regional Meeting, Apr. 22, 2019, 43 pages. [cited by applicant]
Kim et al., “Permeability and Porosity Evolution of Organic-Rich Shales from the Green River Formation as a Result of Maturation,” SPE-195366-PA, Jun. 11, 2020, 25(3):1377-1405, 29 pages. [cited by applicant]
Klapetek, “Chapter 11: Thermal Measurements,” Quantitative Data Processing in Scanning Probe Microscopy: SPE Applications for Nanometrology, 2018, 26 pages. [cited by applicant]
Kobchenko et al., “4D imaging of fracturing in organic-rich shales during heating,” Journal of Geophysical Research, Dec. 7, 2011, 116(B12201):1-9, 9 pages. [cited by applicant]
Lewan et al., “Comparison of petroleum generation kinetics by isothermal hydrous and nonisothermal open-system pyrolysis,” Organic Geochemistry, 2002, 33:1457-1475, 19 pages. [cited by applicant]
Lewan et al., “Oil-generation kinetics for organic facies with Type-II and -IIS kerogen in the Menilite Shales of the Polish Carpathians,” Geochimica et Cosmochimia Acta, Apr. 2006, 70:3351-3368, 18 pages. [cited by applicant]
Lewan, “Evaluation of petroleum generation by hydrous pyrolysis experimentation,” Phil. Trans. R. Soc. Lond. A, 1985, 315:123-134, 12 pages. [cited by applicant]
Lewan, “Experiments on the role of water in petroleum formation,” Geochimica et Cosmochimica Acta, 1997, 61(17):3691-3723, 33 pages. [cited by applicant]
Lewan, “Laboratory simulation of petroleum formation: hydrous pyrolysis,” Organic Geochemistry, 1993, 419-442, 25 pages. [cited by applicant]
Little et al., “Correlating oils in Turonian-Cenomanian source rocks using hydrous pyrolysis and organic sulfur compounds,” AAPG Search and Discovery Article, Oct. 2012, 10453:1-40, 40 pages. [cited by applicant]
Lu et al., “Quantitative prediction of seismic rock physics of hybrid tight oil reservoirs of the Permian Lucaogou Formation, Junggar Basin, Northwest China,” Journal of Asian Earth Sciences, 2019, 178:216-223, 8 pages. [cited by applicant]
Luffel et al., “New core analysis methods for measuring reservoir rock properties of Devonian Shale,” Journal of Petroleum Technology, Nov. 1992, 44(11):1184, 7 pages. [cited by applicant]
Mao et al., “Chemical and nanometer-scale structure of kerogen and its change during thermal maturation investigated by advanced solid-state 13C NMR spectroscopy,” Geochimica et Cosmochimica Acta, 2010, 74(7):2110-2127,… [cited by applicant]
Matthews et al., “A review of the application of X-ray computed tomography to the study of coal,” Fuel, Dec. 1, 2017, 209:10-24, 15 pages. [cited by applicant]
McCarthy et al., “Basic petroleum geochemistry for source rock evaluation,” Oilfield Review, 2011, 23(2), 32-43, 12 pages. [cited by applicant]
Meyer et al., “Identification of Source Rocks on Wireline Logs by Density/Resistivity and Sonic Transit Time/Resistivity Crossplots,” The American Association of Petroleum Geologists Bulletin, Feb. 1984, 68(2):121-129, … [cited by applicant]
Min et al., “Wollastonite carbonation in water-bearing supercritical CO2: Effects of water saturation conditions, temperature, and pressure,” Chemical Geology, Apr. 2018, 483:239-246, 35 pages. [cited by applicant]
Mishra et al., “Micro Porosity within the Organic Matter and its Impact on Assessment of Unconventional Potential of a Kerogen Rich Najmah Formation in Kuwait,” SPE-197507-MS, Abu Dhabi International Petroleum Exhibitio… [cited by applicant]
Nie et al., “Probing Single Molecules and Single Nanoparticles by Surface-Enhanced Raman Scattering,” Science, Feb. 21, 1997, 275(5303):1102-1106, 6 pages. [cited by applicant]
Nottenburg et al., “Temperature and stress dependence of electrical and mechanical properties of Green River oil shale,” Fuel, Feb. 1979, 58(2):144-148, 5 pages. [cited by applicant]
Panahi et al., “A 4D synchrotron X-ray tomography study of the formation of hydrocarbon migration pathways in heated organic-rich shale,” SPE Journal, Apr. 2013, 366-377, 12 pages. [cited by applicant]
Pearce et al., “SO2 impurity impacts on experimental and simulated CO2-water-reservoir rock reactions at carbon storage conditions,” Chemical Geology, Apr. 2015, 399:65-86, 22 pages. [cited by applicant]
Pollock et al., “Micro-thermal analysis: techniques and applications,” Journal of Physics D: Applied Physics, 2001, 34(9):R23-R53, 31 pages. [cited by applicant]
Ponomarev et al., “Tomography in Geology: 3D Modeling and Analysis of Structural Features of Rocks Using Computed Micro-Tomography,” IOP Conf. Ser.: Mater. Sci. Eng., Oct. 1, 2016, 154(012030):1-6, 6 pages. [cited by applicant]
Radiologycafe.com [online], “CT equipment,” Available on or before Jun. 13, 2021, retrieved on Dec. 26, 2023, URL <https://www.radiologycafe.com/frcr-physicsnotes/ct-imaging/ct-equipment/>, 10 pages. [cited by applicant]
Radiopaedia.org [online], “Image reconstruction (CT),” Available on or before Jun. 29, 2019, Internet Archive: Wayback Machine URL<http://web.archive.org/web/20190629013455/https://radiopaedia.org/articles/image-reconst… [cited by applicant]
Rashadan et al., “Effect of the Preparation Route, PEG and Annealing on the Phase Stability of Fe3O4 Nanoparticles and Their Magnetic Properties,” Journal of Experimental Nanoscience, Aug. 4, 2011, 8(2):210-222, 14 page… [cited by applicant]
Rodriguez et al., “Imaging Techniques for Analyzing Shale Pores and Minerals,” NETL-TRS-Jun. 2014, Dec. 2, 2014, 44 pages. [cited by applicant]
Saif et al., “Dynamic imaging of oil shale pyrolysis using synchrotron X-ray microtomography,” Geophysical Research Letters, Jul. 2, 2016, 43:6799-6807, 9 pages. [cited by applicant]
Saif et al., “Microstructural imaging and characterization of oil shale before and after pyrolysis,” Fuel, Jun. 1, 2017, 197:562-574, 13 pages. [cited by applicant]
Saif et al., “Multi-scale multi-dimensional microstructure imaging of oil shale pyrolysis using X-ray micro-tomography, automated ultra-high resolution SEM, MAPS Mineralogy and FIB-SEM,” Applied Energy, Sep. 15, 2017, 2… [cited by applicant]
Sanei, “Genesis of solid bitumen,” Scientific Reports, 2020, 10(1):1-10, 10 pages. [cited by applicant]
Saxena et al., “Rock properties from micro-CT images: Digital rock transforms for resolution, pore vol. and field of view,” Advances in Water Resources, Dec. 2019, 134(103419):1-13, 13 pages. [cited by applicant]
Schlüter et al., “Image processing of multiphase images obtained via X-ray microtomography: a review,” Water Resources Research 2014, 50(4):3615-3639, 70 pages. [cited by applicant]
Shabro et al., “Pore-scaling modeling of electrical resistivity and permeability in FIB-SEM images of organic mudrock,” presented at the SPWLA 54th Annual Logging Symposium, New Orleans, Louisiana, Jun. 22-26, 2013, 13 … [cited by applicant]
Shukla et al., “Nanoindentation Studies on Shales,” presented at the 47th US Rock Mechanics/Geomechanics Symposium, San Francisco, California, Jun. 23-26, 2013, 10 pages. [cited by applicant]
Sinha, “Surface Area Study in Organic Rich Shales using Nitrogen Adsorption,” thesis submitted to the Graduate Faculty in partial fulfillment of the requirements for the degree of Master of Science, 2017, 144 pages. [cited by applicant]
Solomon et al., “Synthesis and Study of Silver Nanoparticles,” Journal of Chemical Education, Feb. 2007, 84(2):322-325, 4 pages. [cited by applicant]
Stiles et al., “Surface-Enhanced Raman Spectroscopy,” Annual Review of Analytical Chemistry, Mar. 18, 2008, 1(1):601-626, 29 pages. [cited by applicant]
Tabatabaei et al., “Well performance diagnosis with temperature profile measurements,” in SPE Annual Technical Conference and Exhibition, Society of Petroleum Engineers, Oct. 30-Nov. 2, 2011, 16 pages. [cited by applicant]
Tathed et al., “Hydrocarbon saturation in Bakken Petroleum System based on joint inversion of resistivity and dielectric dispersion logs,” Fuel, Dec. 2018, 233:45-55, 11 pages. [cited by applicant]
Trippetta et al., “The seismic signature of heavy oil on carbonate reservoir through laboratory experiments and AVA modelling, ” Journal of Petroleum Science and Engineering, 2019, 177:849-860, 12 pages. [cited by applicant]
Tu et al., “Development of LabVIEW Based Micro Computed Tomography System on Vertical Rotary Gantry,” IFMBE Proceedings, Jan. 2015, 45:273-276, 4 pages. [cited by applicant]
Van Lieshout et al., “Programmed-temperature vaporiser injector as a new analytical tool for combined thermal desorption-pyrolysis of solid samples Application to geochemical analysis,” Journal of Chromatography A, Mar.… [cited by applicant]
Wang et al., “Characterization of electrical properties of organic-rich shales at nano/micro scales,” Marine and Petroleum Geology, Jun. 2017, 86:563-572, 10 pages. [cited by applicant]
Wildenschild et al., “X-ray imaging and analysis techniques for quantifying pore-scale structure and processes in subsurface porous medium systems,” Advances in Water Resources, Jan. 2013, 51:217-246, 30 pages. [cited by applicant]
Wu et al., “An experimental study of organic matter, minerals and porosity evolution in shales within high-temperature and high-pressure constraints,” Marine and Petroleum Geology, Apr. 2019, 102:377-390, 14 pages. [cited by applicant]
Yang et al., “Nanoscale geochemical and geomechanical characterization of organic matter in shale,” Nature Communications, Dec. 19, 2017, 8(2179):1-9, 9 pages. [cited by applicant]
Yang et al., “In situ catalytic fast pyrolysis of lignin over biochar and activated carbon derived from the identical process,” Fuel Processing Technology, Dec. 2021, 227:107103, 13 pages. [cited by applicant]
Yoksoulian et al., “Mineralogical alterations during laboratory-scale carbon sequestration experiments for the Illinois Basin,” Energy Procedia, 2013, 37:5601-5611, 11 pages. [cited by applicant]