Integrating experimental study and intelligent modeling of pore evolution in the Bakken during simulated thermal progression for CO2 storage goals

[1]  M. Ostadhassan,et al.  Experimental investigation and intelligent modeling of pore structure changes in type III kerogen-rich shale artificially matured by hydrous and anhydrous pyrolysis , 2023, Energy.

[2]  M. Ostadhassan,et al.  Pore structure characterization of solvent extracted shale containing kerogen type III during artificial maturation: Experiments and tree-based machine learning modeling , 2023, Energy.

[3]  M. Ostadhassan,et al.  Pore structure evolution of Qingshankou shale (kerogen type I) during artificial maturation via hydrous and anhydrous pyrolysis: Experimental study and intelligent modeling , 2023, Energy.

[4]  H. Yue,et al.  Prediction of CO2 emissions in China by generalized regression neural network optimized with fruit fly optimization algorithm , 2023, Environmental Science and Pollution Research.

[5]  Xianfu Huang,et al.  Evolution of pore structure in shale formation rocks after compression , 2023, Energy.

[6]  Zhonghu Wu,et al.  Impact of tectonic deformation on shale pore structure using adsorption experiments and 3D digital core observation: A case study of the Niutitang Formation in Northern Guizhou , 2023, Energy.

[7]  M. Ostadhassan,et al.  Evolution of porosity in kerogen type I during hydrous and anhydrous pyrolysis: Experimental study, mechanistic understanding, and model development , 2023, Fuel.

[8]  T. Gentzis,et al.  Physico-chemical variations of shale with artificial maturation: In the presence and absence of water , 2023, Geoenergy Science and Engineering.

[9]  Daqing He,et al.  Effect of Petroleum Generation and Retention on Nanopore Structure Change in Laminated and Massive Shales—Insights from Hydrous Pyrolysis of Lacustrine Source Rocks from the Permian Lucaogou Formation , 2023, ACS omega.

[10]  M. Soltanian,et al.  An integrated multi-scale model for CO2 transport and storage in shale reservoirs , 2023, Applied Energy.

[11]  M. Schaffie,et al.  Experimental measurement and modeling of asphaltene adsorption onto iron oxide and lime nanoparticles in the presence and absence of water , 2023, Scientific Reports.

[12]  T. Gentzis,et al.  Nano- to macro-scale structural, mineralogical, and mechanical alterations in a shale reservoir induced by exposure to supercritical CO2 , 2022, Applied Energy.

[13]  Qamar Yasin,et al.  Impact of thermal maturity on the diagenesis and porosity of lacustrine oil-prone shales: Insights from natural shale samples with thermal maturation in the oil generation window , 2022, International Journal of Coal Geology.

[14]  Jiang Liu,et al.  Comprehensive Review of Property Alterations Induced by CO2–Shale Interaction: Implications for CO2 Sequestration in Shale , 2022, Energy & Fuels.

[15]  Huizhen Li,et al.  Sustainable development index of shale gas exploitation in China, the UK, and the US , 2022, Environmental science and ecotechnology.

[16]  S. Hawthorne,et al.  CO2-Enhanced Oil Recovery Mechanism in Canadian Bakken Shale , 2022, Minerals.

[17]  J. Sheng,et al.  Changes of pore structures and permeability of the Chang 73 medium-to-low maturity shale during in-situ heating treatment , 2022, Energy.

[18]  D. Yang,et al.  Comparative study on the pyrolysis behavior and pyrolysate characteristics of Fushun oil shale during anhydrous pyrolysis and sub/supercritical water pyrolysis , 2022, RSC advances.

[19]  Yuegang Tang,et al.  Pore Structure of Organic Matter in the Lacustrine Shale from High to Over Mature Stages: An Approach of Artificial Thermal Simulation , 2022, ACS omega.

[20]  Abdolhossein Hemmati-Sarapardeh,et al.  Integrating advanced soft computing techniques with experimental studies for pore structure analysis of Qingshankou shale in Southern Songliao Basin, NE China , 2022, International Journal of Coal Geology.

[21]  Xiaoping Liu,et al.  The evolution of pore structure heterogeneity during thermal maturation in lacustrine shale pyrolysis , 2022, Journal of Analytical and Applied Pyrolysis.

[22]  H. Pu,et al.  Evaluation of CO2 enhanced oil recovery in unconventional reservoirs: Experimental parametric study in the Bakken , 2022, Fuel.

[23]  Meng Wang,et al.  CH4 and CO2 Adsorption Characteristics of Low-Rank Coals Containing Water: An Experimental and Comparative Study , 2022, Natural Resources Research.

[24]  Abdolhossein Hemmati-Sarapardeh,et al.  Modeling of nitrogen solubility in normal alkanes using machine learning methods compared with cubic and PC-SAFT equations of state , 2021, Scientific Reports.

[25]  Jiang Zhe,et al.  Oil property sensing array based on a general regression neural network , 2021 .

[26]  Lei Chen,et al.  Diagenetic evolution sequence and pore evolution model of Mesoproterozoic Xiamaling organic-rich shale in Zhangjiakou, Hebei, based on pyrolysis simulation experiments , 2021 .

[27]  Xinxin Cao,et al.  Pore formation and evolution of organic-rich shale during the entire hydrocarbon generation process: Examination of artificially and naturally matured samples , 2021 .

[28]  Zhengming Yang,et al.  Mechanism of CO2 enhanced oil recovery in shale reservoirs , 2021, Petroleum Science.

[29]  Dameng Liu,et al.  The behavior and efficiency of methane displaced by CO2 in different coals and experimental conditions , 2021 .

[30]  P. Hackley,et al.  Relating Tmax and hydrogen index to vitrinite and solid bitumen reflectance in hydrous pyrolysis residues: Comparisons to natural thermal indices , 2021 .

[31]  M. Schaffie,et al.  Application of cascade forward neural network and group method of data handling to modeling crude oil pyrolysis during thermal enhanced oil recovery , 2021 .

[32]  A. Ruhan,et al.  A comprehensive analysis of the pyrolysis effects on oil shale pore structures at multiscale using different measurement methods , 2021, Energy.

[33]  Rui Liu,et al.  The effect of tectonic deformation and preservation condition on the shale pore structure using adsorption-based textural quantification and 3D image observation , 2021 .

[34]  Luofu Liu,et al.  Gas Adsorption Characterization of Pore Structure of Organic-rich Shale: Insights into Contribution of Organic Matter to Shale Pore Network , 2021, Natural Resources Research.

[35]  H. Sanei.  Genesis of solid bitumen , 2020, Scientific Reports.

[36]  Zhiye Gao,et al.  A review of shale pore structure evolution characteristics with increasing thermal maturities , 2020, Advances in Geo-Energy Research.

[37]  A. Allen,et al.  Shale pore alteration: Potential implications for hydrocarbon extraction and CO2 storage. , 2020, Fuel.

[38]  Aref Hashemi Fath,et al.  Implementation of multilayer perceptron (MLP) and radial basis function (RBF) neural networks to predict solution gas-oil ratio of crude oil systems , 2020 .

[39]  J. Killough,et al.  Evaluation of CO2 injection into shale gas reservoirs considering dispersed distribution of kerogen , 2020 .

[40]  Q. Hu,et al.  Nanoscale Pore Network Evolution of Xiamaling Marine Shale during Organic Matter Maturation by Hydrous Pyrolysis , 2020 .

[41]  Z. Pan,et al.  Application of nuclear magnetic resonance (NMR) in coalbed methane and shale reservoirs: A review , 2020, International Journal of Coal Geology.

[42]  N. Pekney,et al.  Optimization of enhanced oil recovery operations in unconventional reservoirs , 2020 .

[43]  Songyan Li,et al.  Static and dynamic behavior of CO2 enhanced oil recovery in shale reservoirs: Experimental nanofluidics and theoretical models with dual-scale nanopores , 2019 .

[44]  O. Rozenbaum,et al.  Effect of organic matter composition on source rock porosity during confined anhydrous thermal maturation: Example of Kimmeridge-clay mudstones , 2019, International Journal of Coal Geology.

[45]  Yujie Yuan,et al.  A comprehensive pore structure study of the Bakken Shale with SANS, N2 adsorption and mercury intrusion , 2019, Fuel.

[46]  N. Harris,et al.  A model for porosity evolution in shale reservoirs: An example from the Upper Devonian Duvernay Formation, Western Canada Sedimentary Basin , 2019, AAPG Bulletin.

[47]  Feiteng Wang,et al.  Influential factors and model of shale pore evolution: A case study of a continental shale from the Ordos Basin , 2019, Marine and Petroleum Geology.

[48]  Keyu Liu,et al.  Nanopore Structure and Fractal Characteristics of Lacustrine Shale: Implications for Shale Gas Storage and Production Potential , 2019, Nanomaterials.

[49]  Guoping Zhang,et al.  Statistical modelling of compressive strength controlled by porosity and pore size distribution for cementitious materials , 2019, Cement and Concrete Composites.

[50]  Reza Barati,et al.  A review of the current progress of CO2 injection EOR and carbon storage in shale oil reservoirs , 2019, Fuel.

[51]  M. L. Porter,et al.  Effectiveness of supercritical-CO2 and N2 huff-and-puff methods of enhanced oil recovery in shale fracture networks using microfluidic experiments , 2018, Applied Energy.

[52]  Mehdi Ostadhassan,et al.  Estimating permeability of shale-gas reservoirs from porosity and rock compositions , 2018, GEOPHYSICS.

[53]  R. Rezaee,et al.  Nanopore structures of isolated kerogen and bulk shale in Bakken Formation , 2018, Fuel.

[54]  Wang Yifeng,et al.  Modeling of the whole hydrocarbon-generating process of sapropelic source rock , 2018, Petroleum Exploration and Development.

[55]  Jing Li,et al.  Water adsorption and its impact on the pore structure characteristics of shale clay , 2018 .

[56]  Yu-Shu Wu,et al.  Advances in improved/enhanced oil recovery technologies for tight and shale reservoirs , 2017 .

[57]  James A. Sorensen,et al.  Advancing CO2 enhanced oil recovery and storage in unconventional oil play—Experimental studies on Bakken shales , 2017 .

[58]  Mehdi Ostadhassan,et al.  Nanoscale pore structure characterization of the Bakken shale in the USA , 2017 .

[59]  Wenping Liu,et al.  Pore evolution characteristic of shale in the Longmaxi Formation, Sichuan Basin , 2017 .

[60]  Yapu Zhao,et al.  Characterization of pore structure, gas adsorption, and spontaneous imbibition in shale gas reservoirs , 2017 .

[61]  Lingzhi Xie,et al.  Three-dimensional characterisation of multi-scale structures of the Silurian Longmaxi shale using focused ion beam-scanning electron microscopy and reconstruction technology , 2017 .

[62]  V. Manović,et al.  A review of developments in carbon dioxide storage , 2017 .

[63]  R. Haszeldine,et al.  The physical characteristics of a CO2 seeping fault: the implications of fracture permeability for carbon capture and storage integrity , 2017 .

[64]  M. Ostadhassan,et al.  Microstructural and geomechanical analysis of Bakken shale at nanoscale , 2017 .

[65]  P. Peng,et al.  Evolution of organic matter and nanometer-scale pores in an artificially matured shale undergoing two distinct types of pyrolysis: A study of the Yanchang Shale with Type II kerogen , 2017 .

[66]  X. Pang,et al.  Pore structure and fractal characteristics of organic-rich shales: A case study of the lower Silurian Longmaxi shales in the Sichuan Basin, SW China , 2017 .

[67]  Pengfei Wang,et al.  Fractal characteristics of nano-pores in the Lower Silurian Longmaxi shales from the Upper Yangtze Platform, south China , 2016 .

[68]  Weiqi Wang,et al.  Improved pore-structure characterization in shale formations with FESEM technique , 2016 .

[69]  Yiyu Lu,et al.  Effects of supercritical CO2 treatment time, pressure, and temperature on microstructure of shale , 2016 .

[70]  Mingfeng Zhang,et al.  Formation and development of the pore structure in Chang 7 member oil-shale from Ordos Basin during organic matter evolution induced by hydrous pyrolysis , 2015 .

[71]  Martin J. Kennedy,et al.  Is organic pore development in gas shales influenced by the primary porosity and structure of thermally immature organic matter , 2015 .

[72]  J. P. Olivier,et al.  Physisorption of gases, with special reference to the evaluation of surface area and pore size distribution (IUPAC Technical Report) , 2015 .

[73]  Lamei Lin,et al.  Experimental investigation of thermal maturation on shale reservoir properties from hydrous pyrolysis of Chang 7 shale, Ordos Basin , 2015 .

[74]  M. Lewan,et al.  Evaluation of the petroleum composition and quality with increasing thermal maturity as simulated by hydrous pyrolysis: A case study using a Brazilian source rock with Type I kerogen , 2015 .

[75]  A. Schimmelmann,et al.  Small-Angle and Ultrasmall-Angle Neutron Scattering (SANS/USANS) Study of New Albany Shale: A Treatise on Microporosity , 2015 .

[76]  X. Xiao,et al.  Evolution of nanoporosity in organic-rich shales during thermal maturation , 2014 .

[77]  A. Bassi,et al.  Oil shale and climate policy in the shift to a low carbon and more resilient economy , 2014 .

[78]  P. Peng,et al.  The effect of oil expulsion or retention on further thermal degradation of kerogen at the high maturity stage: A pyrolysis study of type II kerogen from Pingliang shale, China , 2014 .

[79]  A. Schimmelmann,et al.  Porosity of Devonian and Mississippian New Albany Shale across a maturation gradient: Insights from organic petrology, gas adsorption, and mercury intrusion , 2013 .

[80]  Fang Hao,et al.  Mechanisms of shale gas storage: Implications for shale gas exploration in China , 2013 .

[81]  J. Birdwell,et al.  Updated methodology for nuclear magnetic resonance characterization of shales. , 2013, Journal of magnetic resonance.

[82]  Q. Hu,et al.  Estimating permeability using median pore-throat radius obtained from mercury intrusion porosimetry , 2013 .

[83]  J. Wilcox,et al.  Molecular simulation of CO2 adsorption in micro- and mesoporous carbons with surface heterogeneity , 2012 .

[84]  Christopher R. Clarkson,et al.  Nanopore-Structure Analysis and Permeability Predictions for a Tight Gas Siltstone Reservoir by Use of Low-Pressure Adsorption and Mercury-Intrusion Techniques , 2012 .

[85]  Farzam Javadpour,et al.  Atomic-Force Microscopy: A New Tool for Gas-Shale Characterization , 2012 .

[86]  R. Marc Bustin,et al.  Characterization of gas shale pore systems by porosimetry, pycnometry, surface area, and field emission scanning electron microscopy/transmission electron microscopy image analyses: Examples from the Barnett, Woodford, Haynesville, Marcellus, and Doig units , 2012 .

[87]  B. Horsfield,et al.  Geochemical evolution of organic-rich shales with increasing maturity: A STXM and TEM study of the Posidonia Shale (Lower Toarcian, northern Germany) , 2012 .

[88]  Nacim Betrouni,et al.  Fractal and multifractal analysis: A review , 2009, Medical Image Anal..

[89]  C. Pan,et al.  Kerogen pyrolysis in the presence and absence of water and minerals: Amounts and compositions of bitumen and liquid hydrocarbons , 2009 .

[90]  Andreas Busch,et al.  Carbon dioxide storage potential of shales , 2008 .

[91]  Jean Rouquerol,et al.  Reporting Physisorption Data for Gas/Solid Systems , 2008 .

[92]  Yanbin Yao,et al.  Fractal characterization of adsorption-pores of coals from North China: An investigation on CH4 adsorption capacity of coals , 2008 .

[93]  Franz-Josef Ulm,et al.  Statistical indentation techniques for hydrated nanocomposites: concrete, bone, and shale , 2007 .

[94]  D. Jarvie,et al.  Unconventional shale-gas systems: The Mississippian Barnett Shale of north-central Texas as one model for thermogenic shale-gas assessment , 2007 .

[95]  D. Do,et al.  Pore Characterization of Carbonaceous Materials by DFT and GCMC Simulations: A Review , 2003 .

[96]  M. Lewan,et al.  Comparison of artificial maturation of lignite in hydrous and nonhydrous conditions , 2003 .

[97]  M. Buhmann,et al.  Radial basis functions , 2000, Acta Numerica.

[98]  M. Lewan.  Experiments on the role of water in petroleum formation , 1997 .

[99]  Yongchun Tang,et al.  Thermal cracking of kerogen in open and closed systems: determination of kinetic parameters and stoichiometric coefficients for oil and gas generation , 1997 .

[100]  E. Faber,et al.  Empirical carbon isotope/maturity relationships for gases from algal kerogens and terrigenous organic matter, based on dry, open-system pyrolysis , 1996 .

[101]  Donald F. Specht,et al.  A general regression neural network , 1991, IEEE Trans. Neural Networks.

[102]  H. Jacob.  Classification, structure, genesis and practical importance of natural solid oil bitumen (“migrabitumen”) , 1989 .

[103]  M. Lewan,et al.  Generation of Oil-Like Pyrolyzates from Organic-Rich Shales , 1979, Science.

[104]  E. Teller,et al.  ADSORPTION OF GASES IN MULTIMOLECULAR LAYERS , 1938 .

[105]  T. Gentzis,et al.  Simulation of thermal maturity in kerogen type II from the Bakken Shale via anhydrous and hydrous pyrolysis , 2023, Proceedings of the 11th Unconventional Resources Technology Conference.

[106]  Amir H. Mohammadi,et al.  Modeling of gas viscosity at high pressure-high temperature conditions: Integrating radial basis function neural network with evolutionary algorithms , 2022 .

[107]  Shangbin Chen,et al.  Pore structure and heterogeneity of shale gas reservoirs and its effect on gas storage capacity in the Qiongzhusi Formation , 2021 .

[108]  A. Tatar,et al.  Application of Radial Basis Function (RBF) neural networks to estimate oil field drilling fluid density at elevated pressures and temperatures , 2019, Oil & Gas Science and Technology – Revue d’IFP Energies nouvelles.

[109]  A. Varma,et al.  Influence of organic and inorganic content on fractal dimensions of Barakar and Barren Measures shale gas reservoirs of Raniganj basin, India , 2018 .

[110]  Jiamo Fu,et al.  Gas generation of shale organic matter with different contents of residual oil based on a pyrolysis experiment , 2015 .

[111]  Feng Yang,et al.  Fractal characteristics of shales from a shale gas reservoir in the Sichuan Basin, China , 2014 .

[112]  J. Urai,et al.  A comparative study of representative 2D microstructures in Shaly and Sandy facies of Opalinus Clay (Mont Terri, Switzerland) inferred form BIB-SEM and MIP methods , 2014 .

[113]  Christopher R. Clarkson,et al.  Pore structure characterization of North American shale gas reservoirs using USANS/SANS, gas adsorption, and mercury intrusion , 2013 .

[114]  M. Lewan,et al.  Role of water in hydrocarbon generation from Type-I kerogen in Mahogany oil shale of the Green River Formation , 2011 .

[115]  Amanda M. M. Bustin,et al.  Impact of Shale Properties on Pore Structure and Storage Characteristics , 2008 .

[116]  E. Barrett,et al.  (CONTRIBUTION FROM THE MULTIPLE FELLOWSHIP OF BAUGH AND SONS COMPANY, MELLOX INSTITUTE) The Determination of Pore Volume and Area Distributions in Porous Substances. I. Computations from Nitrogen Isotherms , 1951 .