☆ 4.4 Review

A comprehensive review on the flow behaviour in shale gas reservoirs: Multi-scale, multi-phase, and multi-physics

CANADIAN JOURNAL OF CHEMICAL ENGINEERING (2022)

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Article Thermodynamics

Multi-field coupling deformation of rock and multi-scale flow of gas in shale gas extraction

Yuhao Hu et al.

Summary: This study establishes a structural analysis model for shale gas based on fractal geometry theory and multi-scale models. The results demonstrate the significant impact of effective stress, local mechanical property changes, and adsorption effects on shale gas production rate.

ENERGY (2022)

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Article Energy & Fuels

A comparative study of gas transport in dry and moisturized shale matrix considering organic matter volume fraction and water distribution characteristics

Fangtao Lyu et al.

Summary: Understanding gas transport in shale matrix is crucial for reservoir evaluation and gas well productivity. This study proposed a new transport model considering the volume fraction of organic matter (OM) to analyze gas transport in shale matrix. Results showed that gas transport capacity in OM pores is much greater than that in iOM pores.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2022)

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Review Mechanics

Fluids at the Nanoscale: From Continuum to Subcontinuum Transport

Nikita Kavokine et al.

Summary: Nanofluidics has become a new field in fluid mechanics, exploring novel properties in fluids at the nanoscale; Recent advancements in fabrication technology have led to the design of artificial nanofluidic systems at the scale of biological nanopores, driving the development of new experimental techniques and theoretical tools; This review serves as a toolbox for studying fluids at the nanometer scale, presenting basic equations, breakdown of equations, and emergence of new properties in molecular-scale confinement.

ANNUAL REVIEW OF FLUID MECHANICS, VOL 53 (2021)

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Article Engineering, Chemical

Effects of nanopore geometry on confined water flow: A view of lattice Boltzmann simulation

Wen Zhao et al.

Summary: Water flow in nanoscale channels is affected by strong water-wall interactions, leading to deviations from conventional continuum flow. Different cross-sectional shapes and wettability of nanopores significantly impact flow dynamics, with circular nanopores showing maximum flow capacity under identical injection pressure. Empirical formulas have been established to model water flow in various engineering nano-systems.

CHEMICAL ENGINEERING SCIENCE (2021)

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Article Energy & Fuels

A multi-mechanism multi-pore coupled salt flowback model and field application for hydraulically fractured shale wells

Fei Wang et al.

Summary: Flowback records matching is increasingly used for parameter inversion in hydraulically fractured unconventional oil and gas wells. This study proposed a salt flowback model for shale reservoirs, highlighting the predominance of advection in salt transport. By successfully matching flowback salinity and water records, key parameters related to hydraulic fractures were recovered, providing valuable insights for post-stimulation evaluation.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2021)

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Article Engineering, Chemical

Assessment of extended Derjaguin-Landau-Verwey-Overbeek-based water film on multiphase transport behavior in shale microfractures

Dongying Wang et al.

Summary: The study presents a novel model to predict gas-water two-phase transport behaviors in shale microfractures by incorporating a mobile water film with varying thickness and multiple fluid transport mechanisms. Key findings reveal changes in gas relative permeability and water RP with varying mean aperture, and the importance of considering the water film in understanding gas-water transport properties.

AICHE JOURNAL (2021)

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Article Energy & Fuels

A novel multi-objective optimization method for well control parameters based on PSO-LSSVR proxy model and NSGA-II algorithm

Lian Wang et al.

Summary: This study introduced a new method for multi-objective well controls optimization using SVR proxy model and NSGA-II algorithm, named MOO-PM. By considering NPV and COP as objective functions, and choosing bottom hole pressure of production wells and water injection rate of injection wells as optimization variables, the MOO-PM method achieved better results with higher efficiency.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2021)

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Article Chemistry, Multidisciplinary

Molecular Dynamics Study on CO2 Storage in Water-Filled Kerogen Nanopores in Shale Reservoirs: Effects of Kerogen Maturity and Pore Size

Wenhui Li et al.

Summary: This study investigated the effects of kerogen maturity and pore size on CO2 storage mechanism and capacity in water-filled kerogen nanopores using molecular dynamics simulation. The results showed that CO2 storage mechanisms differ in pores of different sizes, with enhanced storage capacity in 1 nm pores due to strong interactions between kerogen and CO2. Additionally, CO2 clusters near the kerogen surface in larger pores increased overall CO2 storage capacity.

LANGMUIR (2021)

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Review Energy & Fuels

Gas Flow Models of Shale: A Review

Farzam Javadpour et al.

Summary: Conventional flow models based on Darcy's flow physics are inadequate in accurately modeling shale gas production data, leading to the proposal of various gas-flow models specifically for shale reservoirs. The microscopic pores in shale, known as nanopores, primarily associated with organic matter, contribute to a dual pore system that increases the complexity of gas flow. In addition to viscous flow, shale's permeability results in gas slippage and Knudsen diffusion, adding more flow processes beyond Darcy's law.

ENERGY & FUELS (2021)

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Review Energy & Fuels

Shale Wettability: Data Sets, Challenges, and Outlook

Muhammad Arif et al.

Summary: This review examines recent data sets on shale wettability using contact angle measurements, identifying influencing factors and limitations associated with contact angle methods. The study concludes that shale/oil/brine systems demonstrate water-wet to strongly oil-wet behaviors, while shale/CO2/brine systems are weakly water-wet to CO2-wet, and shale/CH4/brine systems are weakly water-wet. Factors contributing to the variability in shale wettability include operating conditions, organic content, mineral matter, and thermal maturity. This review provides a concise analysis of shale wettability data and offers insights into current technology and future developments in this field.

ENERGY & FUELS (2021)

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Article Biochemistry & Molecular Biology

Molecular modeling on the pressure-driven methane desorption in illite nanoslits

Dongbo Wang et al.

Summary: Understanding the pressure-driven desorption of methane in shale formations is essential for predictive modeling in shale gas development. Simulations reveal the microscopic mechanism of pressure-driven methane desorption, including the minimum pressure drop needed to initiate desorption in illite slits.

JOURNAL OF MOLECULAR MODELING (2021)

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Article Energy & Fuels

Shale gas well flowback rate prediction for Weiyuan field based on a deep learning algorithm

Liu Yuyang et al.

Summary: The study established an algorithm and prediction model for the flowback parameters of Weiyuan shale gas wells using a deep learning algorithm, capturing their flowback characteristics effectively. Through deep learning method, the correlations between different data sets are accurately captured and high prediction accuracy is achieved.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2021)

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Review Green & Sustainable Science & Technology

Molecular simulation of gas adsorption in shale nanopores: A critical review

Tianyu Wang et al.

Summary: This article provides an overview of the adsorption mechanism of shale gas and the importance of molecular simulation, emphasizing the crucial role of accurate description of shale compositions and structures for simulation.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2021)

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Article Engineering, Petroleum

Pore-Scale Perspective of Gas/Water Two-Phase Flow in Shale

Tao Zhang et al.

Summary: Transport behaviors of single-phase gas and single-phase water at the nanoscale deviate from the predictions of continuum flow theory, especially when both gases and liquids flow simultaneously in pores or networks of pores. A pseudopotential-based lattice Boltzmann method was developed to simulate gas/water two-phase flow at the pore scale, incorporating fluid/fluid and fluid/solid interactions to capture microscopic interactions among phases. The study demonstrated the successful application of the proposed method in modeling gas/water two-phase flow in systems like single nanopores, parallel nanopores, and nanoporous media.

SPE JOURNAL (2021)

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Article Energy & Fuels

Modeling transient flow behavior with the high velocity non-Darcy effect in composite naturally fractured-homogeneous gas reservoirs

Ren-Shi Nie et al.

Summary: A composite non-Darcy flow model was developed to investigate the pressure transient behavior in gas reservoirs, revealing the significant influence of empirical constant on the pressure behavior in the non-Darcy region. Three reduced models of the proposed model were also analyzed. The field application indicated excellent agreement between measured and simulated pressure responses.

JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING (2021)

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Article Energy & Fuels

Numerical investigation of complex hydraulic fracture network in naturally fractured reservoirs based on the XFEM

Yan Dong et al.

Summary: This study presents a numerical fracturing model based on the extended finite element method (XFEM) to reveal the propagation principle of complex fracture network in naturally fractured shale reservoirs. The results indicate that hydraulic fracture tends to open the obtuse angle side of natural fracture in uniform azimuth model and complex fracture networks are easier to generate under random azimuth conditions.

JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING (2021)

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Article Engineering, Environmental

Dynamic fluid states in organic-inorganic nanocomposite: Implications for shale gas recovery and CO2 sequestration

Liang Huang et al.

Summary: This study conducted microscopic modeling for shale nanocomposites, revealing different gas recovery mechanisms during pressure depletion and CO2 sequestration. The study suggests CH4 adsorbed state as a potential target for enhanced shale gas recovery. Additionally, increasing water content reduces CH4 recovery during pressure depletion but improves CH4 recovery during CO2 injection.

CHEMICAL ENGINEERING JOURNAL (2021)

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Article Energy & Fuels

Wettability effects on phase behavior and interfacial tension in shale nanopores

Dong Feng et al.

Summary: This study analyzes the impact of nanoconfinement effects on hydrocarbons in nanopores, finding that wettability influences the critical properties' shift and curvature-dependent effects. Results show that nanoconfinement effects are dependent on both pore size and wettability.

FUEL (2021)

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Article Engineering, Chemical

Simulation of liquid flow transport in nanoscale porous media using lattice Boltzmann method

Wendong Wang et al.

Summary: This paper comprehensively studies confined water flow in shale porous media, considering nanoscale effects and coupling transport mechanisms in different media. The research reveals that nanoscale effects greatly impact water flow behaviors, and confined water flow is sensitive to heterogeneous wettability and pore size.

JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS (2021)

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Article Energy & Fuels

Fracturing flowback fluids from shale gas wells in western chongqing: Geochemical analyses and relevance for exploration & development

Yonghong Fu et al.

Summary: Studying the behavior and composition of fracturing flowback water is crucial for understanding in situ water-rock interactions and evaluating the success of fracturing operations. Analysis of flowback water from three wells in western Chongqing revealed that with increasing flowback time, ion concentrations and total salinity increased, and stable isotopic ratios became heavier. The study also showed that the total salinity of the flowback water is a result of mixing high-saline formation water with low-salinity fracturing water.

JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING (2021)

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Review Geosciences, Multidisciplinary

A critical review on pore to continuum scale imaging techniques for enhanced shale gas recovery

Debanjan Chandra et al.

Summary: Imaging and image analysis of shale provide valuable insights into its properties, with different methods offering complementary information. However, choosing the appropriate imaging tools is crucial for visualizing the desired features effectively.

EARTH-SCIENCE REVIEWS (2021)

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Review Thermodynamics

A review of transport mechanisms and models for unconventional tight shale gas reservoir systems

Suleiman Akilu et al.

Summary: Gas transport in unconventional reservoirs, especially tight shale reservoirs, is highly complex and influenced by factors such as pore structures and fluid-pore wall interactions. Analyzing models and methods vary in their ability to capture the physics of tight gas reservoir systems accurately. Comprehensive consideration of multiple effects is crucial for predicting recoverable gas resources in shales.

INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER (2021)

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Article Energy & Fuels

Numerical simulation of the feasibility of supercritical CO2 storage and enhanced shale gas recovery considering complex fracture networks

Rui-han Zhang et al.

Summary: This study evaluates the feasibility of injecting supercritical CO2 in Longmaxi shale gas formation for CO2 storage and enhanced gas recovery through isothermal adsorption experiments and simulation models, suggesting it as a potentially effective method for the desired outcomes.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2021)

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Article Energy & Fuels

Automatic fracture optimization for shale gas reservoirs based on gradient descent method and reservoir simulation

Jiaheng Chen et al.

Summary: An automatic and robust procedure integrating the gradient descent method with gas reservoir simulation has been developed for optimizing hydraulic fracture geometry in shale gas reservoir development. The optimization results depend on factors such as optimization objective, reservoir property, natural fractures, economics and termination criteria. This procedure can achieve significant computational reduction and high prediction accuracy for various shale gas reservoir cases.

ADVANCES IN GEO-ENERGY RESEARCH (2021)

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Review Chemistry, Multidisciplinary

The role of supercritical carbon dioxide for recovery of shale gas and sequestration in gas shale reservoirs

Qiao Lyu et al.

Summary: The development of hydraulic fracturing and horizontal drilling techniques has expanded the exploitation of shale gas resources, but potential environmental issues with water usage have prompted research on supercritical carbon dioxide (SC-CO2) as an alternative stimulation fluid. SC-CO2 has shown promise in enhancing shale gas recovery and potentially sequestering CO2 in shale reservoirs, thus reducing carbon emissions. Understanding shale-CO2 interactions and the long-term effects of SC-CO2 injection is crucial for the efficiency and environmental impact of this technology.

ENERGY & ENVIRONMENTAL SCIENCE (2021)

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Review Chemistry, Multidisciplinary

Exploring Anomalous Fluid Behavior at the Nanoscale: Direct Visualization and Quantification via Nanofluidic Devices

Junjie Zhong et al.

ACCOUNTS OF CHEMICAL RESEARCH (2020)

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Review Energy & Fuels

Modeling of multi-scale transport phenomena in shale gas production - A critical review

Hui Wang et al.

APPLIED ENERGY (2020)

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Article Energy & Fuels

Hydrodynamic Equilibrium Simulation and Shut-in Time Optimization for Hydraulically Fractured Shale Gas Wells

Fei Wang et al.

ENERGIES (2020)

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Article Thermodynamics

A new model for the transport of gaseous hydrocarbon in shale nanopores coupling real gas effect, adsorption, and multiphase pore fluid occupancies

Yudan Li et al.

INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER (2020)

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Article Energy & Fuels

Prediction of flowback ratio and production in Sichuan shale gas reservoirs and their relationships with stimulated reservoir volume

Botao Lin et al.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2020)

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Article Chemistry, Multidisciplinary

Water Bridges in Clay Nanopores: Mechanisms of Formation and Impact on Hydrocarbon Transport

Hao Xiong et al.

LANGMUIR (2020)

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Correlative core- to pore-scale imaging of shales

Jan Goral et al.

MARINE AND PETROLEUM GEOLOGY (2020)

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Multiscale Modeling of Gas Transport in Shale Matrix: An Integrated Study of Molecular Dynamics and Rigid-Pore-Network Model

Sen Wang et al.

SPE JOURNAL (2020)

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Article Environmental Sciences

Upscaling Water Flow in Composite Nanoporous Shale Matrix Using Lattice Boltzmann Method

Tao Zhang et al.

WATER RESOURCES RESEARCH (2020)

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Article Energy & Fuels

Two-Phase Transport Characteristic of Shale Gas and Water through Hydrophilic and Hydrophobic Nanopores

HengYu Xu et al.

ENERGY & FUELS (2020)

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Article Energy & Fuels

Prediction of Shale Apparent Liquid Permeability Based on Fractal Theory

Fanhui Zeng et al.

ENERGY & FUELS (2020)

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Article Energy & Fuels

Multiscale gas transport behavior in heterogeneous shale matrix consisting of organic and inorganic nanopores

Hao Yu et al.

JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING (2020)

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Adsorption characteristics of CH4 and CO2 in organic-inorganic slit pores

Cong Chen et al.

FUEL (2020)

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Swelling of Kimmeridge kerogen by normal-alkanes, naphthenes and aromatics

Liang Huang et al.

FUEL (2020)

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Article Energy & Fuels

A modified projection-based embedded discrete fracture model (pEDFM) for practical and accurate numerical simulation of fractured reservoir

Xiang Rao et al.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2020)

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Article Energy & Fuels

Multiphase flow model from pores to cores in organic-rich shale

Dongying Wang et al.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2020)

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Article Chemistry, Physical

Roughness Factor-Dependent Transport Characteristic of Shale Gas through Amorphous Kerogen Nanopores

Hao Yu et al.

JOURNAL OF PHYSICAL CHEMISTRY C (2020)

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Nanoconfined Transport Characteristic of Methane in Organic Shale Nanopores: The Applicability of the Continuous Model

Hao Yu et al.

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Multiscale characterization of pore structure and connectivity of Wufeng-Longmaxi shale in Sichuan Basin, China

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Pore-Scale Study of Water Adsorption and Subsequent Methane Transport in Clay in the Presence of Wettability Heterogeneity

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A fractal model for gas-water relative permeability curve in shale rocks

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Role of interaction between hydraulic and natural fractures on production

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Mechanisms of fracturing fluid spontaneous imbibition behavior in shale reservoir: A review

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Analysis of the Influence of Different Fracture Network Structures on the Production of Shale Gas Reservoirs

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PHYSICS OF FLUIDS (2020)

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Flow modeling in shale gas reservoirs: A comprehensive review

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A Feature-Based Stochastic Permeability of Shale: Part 1Validation and Two-Phase Permeability in a Utica Shale Sample

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Measuring moisture content in a porous insulation package with finite thickness

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An integrated approach for gas-water relative permeability determination in nanoscale porous media

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Advanced Flowing Material Balance To Determine Original Gas in Place of Shale Gas Considering Adsorption Hysteresis

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Analysis of production prediction in shale reservoirs: Influence of water film in inorganic matter

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Effect of pore geometry on nanoconfined water transport behavior

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Organic matter content and type variation in the sequence stratigraphic context of the Upper Devonian New Albany Shale, Illinois Basin

Bei Liu et al.

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Experimental Quantification of the Effect of Thermal Maturity of Kerogen on Its Wettability

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Article Energy & Fuels

Multiscale simulations of shale gas transport in micro/nano-porous shale matrix considering pore structure influence

Hao Yu et al.

JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING (2019)

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Article Energy & Fuels

Integrated optimization design for horizontal well placement and fracturing in tight oil reservoirs

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Multiscale characterization of three-dimensional pore structures in a shale gas reservoir: A case study of the Longmaxi shale in Sichuan basin, China

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Nanoscale confined gas and water multiphase transport in nanoporous shale with dual surface wettability

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A simple permeability model for shale gas and key insights on relative importance of various transport mechanisms

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Multiple diffusion mechanisms of shale gas in nanoporous organic matter predicted by the local diffusivity lattice Boltzmann model

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On methane emissions from shale gas development

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Molecular simulation of methane adsorption on type II kerogen with the impact of water content

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Discrete fracture networks modeling of shale gas production and revisit rate transient analysis in heterogeneous fractured reservoirs

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Liquid slip flow in a network of shale noncircular nanopores

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Apparent permeability prediction of organic shale with generalized lattice Boltzmann model considering surface diffusion effect

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An analytical method for modeling and analysis gas-water relative permeability in nanoscale pores with interfacial effects

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Initial water saturation and imbibitibn fluid affect spontaneous imbibition into Barnett shale samples

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Flow of methane in shale nanopores at low and high pressure by molecular dynamics simulations

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Development of organic porosity in the Woodford Shale with increasing thermal maturity

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Molecular Dynamics Simulations of Water Structure and Diffusion in Silica Nanopores

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Structure and dynamics of water confined in silica nanopores

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Slip boundary conditions based on molecular kinetic theory: The critical shear stress and the energy dissipation at the liquid-solid interface

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SOFT MATTER (2011)

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Shale-Gas Permeability and Diffusivity Inferred by Improved Formulation of Relevant Retention and Transport Mechanisms

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CHEMICAL SOCIETY REVIEWS (2010)

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Molecular Origin of Fast Water Transport in Carbon Nanotube Membranes: Superlubricity versus Curvature Dependent Friction

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NANO LETTERS (2010)

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Effective Correlation of Apparent Gas Permeability in Tight Porous Media

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TRANSPORT IN POROUS MEDIA (2010)

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The importance of shale composition and pore structure upon gas storage potential of shale gas reservoirs

Daniel J. K. Ross et al.

MARINE AND PETROLEUM GEOLOGY (2009)

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Article Engineering, Chemical

Influence of water model and nanotube rigidity on the density of water in carbon nanotubes

Alessio Alexiadis et al.

CHEMICAL ENGINEERING SCIENCE (2008)

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Article Chemistry, Multidisciplinary

Reassessing fast water transport through carbon nanotubes

John A. Thomas et al.

NANO LETTERS (2008)

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Article Physics, Multidisciplinary

Water Slippage versus Contact Angle: A Quasiuniversal Relationship

David M. Huang et al.

PHYSICAL REVIEW LETTERS (2008)

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Article Meteorology & Atmospheric Sciences

An investigation of water uptake on clays minerals using ATR-FTIR spectroscopy coupled with quartz crystal microbalance measurements

Jennifer D. Schuttlefield et al.

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2007)

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Article Energy & Fuels

Nanoscale gas flow in shale gas Sediments

F. Javadpour et al.

JOURNAL OF CANADIAN PETROLEUM TECHNOLOGY (2007)

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Article Nanoscience & Nanotechnology

Double thermal oxidation scheme for the fabrication of SiO2 nanochannels

Fredrik Persson et al.

NANOTECHNOLOGY (2007)

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Article Engineering, Electrical & Electronic

Langmuir slip model for air bearing simulation using the lattice Boltzmann method

Hyung Min Kim et al.

IEEE TRANSACTIONS ON MAGNETICS (2007)

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Article Geosciences, Multidisciplinary

Unconventional shale-gas systems: The Mississippian Barnett Shale of north-central Texas as one model for thermogenic shale-gas assessment

Daniel M. Jarvie et al.

AAPG BULLETIN (2007)

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Article Mechanics

Velocity slip in microscale cylindrical Couette flow: The Langmuir model

RS Myong et al.

PHYSICS OF FLUIDS (2005)

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Article Thermodynamics

Effects of interface wettability on microscale flow by molecular dynamics simulation

G Nagayama et al.

INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER (2004)

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Article Physics, Applied

Capillary filling speed of water in nanochannels

NR Tas et al.

APPLIED PHYSICS LETTERS (2004)

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Article Chemistry, Physical

Low-friction flows of liquid at nanopatterned interfaces

C Cottin-Bizonne et al.

NATURE MATERIALS (2003)

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Article Chemistry, Physical

On the water-carbon interaction for use in molecular dynamics simulations of graphite and carbon nanotubes

T Werder et al.

JOURNAL OF PHYSICAL CHEMISTRY B (2003)

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Article Physics, Multidisciplinary

Mesoscopic modeling of slip motion at fluid-solid interfaces with heterogeneous catalysis - art. no. 0645022

S Succi

PHYSICAL REVIEW LETTERS (2002)

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Article Physics, Multidisciplinary

Limits of the hydrodynamic no-slip boundary condition

YX Zhu et al.

PHYSICAL REVIEW LETTERS (2002)

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Article Chemistry, Multidisciplinary

Adsorption of water vapor-methane mixtures on activated carbons

EA Müller et al.

LANGMUIR (2000)

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