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    Efficient back analysis of multiphysics processes of gas hydrate production through artificial intelligence

    , Article Fuel ; Volume 323 , 2022 ; 00162361 (ISSN) Zhou, M ; Shadabfar, M ; Huang, H ; Leung, Y. F ; Uchida, S ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Natural gas hydrate, a crystalline solid existing under high-pressure and low-temperature conditions, has been regarded as a potential alternative energy resource. It is globally widespread and occurs mainly inside the pores of deepwater sediments and sediments under permafrost area. Hydrate production via well depressurization is deemed well-suited to existing technology, in which the pore pressure is lowered, the natural gas hydrate is dissociated into water and gas, and the water and gas are produced from well. This method triggers multiphysics processes such as fluid flow, heat transfer, energy adsorption, chemical reaction and sediment deformation, all of which are dependent on the... 

    Evaluation of the interfacial activity of imidazolium-based ionic liquids and their application in enhanced oil recovery process

    , Article Journal of Molecular Liquids ; Volume 362 , 2022 ; 01677322 (ISSN) Hosseinzadeh Semnani, R ; Salehi, M. B ; Mokhtarani, B ; Sharifi, A ; Mirzaei, M ; Taghikhani, V ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    Ionic liquids (ILs) are a growing trend in Enhanced Oil Recovery (EOR) studies as alternatives to commercial surfactants due to their environmentally friendly nature, and their resistance in harsh temperatures and salinities. ILs are customizable and come in an immense variety, and therefore, it is vital that different combinations of cation/anion be investigated for use in the industry. In this work, experiments are designed and performed to evaluate novel ILs’ surface activity and performance in a lab-scale EOR set-up, compatible with Iranian oil reservoir conditions. Three imidazolium-based ionic liquids were used, namely, butyl-methylimidazolium nitrate, hexyl-methylimidazolium nitrate,... 

    Novel experimental evidence on the impact of surface carboxylic acid site density on the role of individual ions in the electrical behavior of crude oil/water

    , Article Journal of Molecular Liquids ; Volume 362 , 2022 ; 01677322 (ISSN) Farhadi, H ; Mahmoodpour, S ; Ayatollahi, S ; Fatemi, M ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    Perceiving the electrical behavior of the rock/brine and the crude oil/brine interfaces gives insight into the performance of engineered waterflooding. Compared to the rock surface, few studies have attempted to comprehend the complex behavior of the crude-oil surface electrical behavior. To reveal the impact of each ion on the surface charge of crude oil, the zeta potential of crude oil/single-salt brines (including NaCl, CaCl2, MgCl2, Na2SO4, and NaHCO3) was measured in a wide range of salinity. Then, the counterpart interfacial tension (IFT) was measured to determine the capability of each brine in bringing carboxylic acid groups from crude-oil bulk (COOH) to crude oil/brine interface... 

    Impact of rock morphology on the dominating enhanced oil recovery mechanisms by low salinity water flooding in carbonate rocks

    , Article Fuel ; Volume 324 , 2022 ; 00162361 (ISSN) Farhadi, H ; Ayatollahi, S ; Fatemi, M ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Because of the complex nature of carbonate reservoirs, the required conditions for effective Low Salinity Water Flooding (LSWF) in these reservoirs need further and in depth investigation. In the present study, three calcite cores, i.e. Cal-1, Cal-2, and IL, with the same chemical composition are subjected to tertiary low salinity water flooding (LSWF), while the crude oil and composition of flooding brine kept the same. The experimental results show significant difference in the amount of enhanced oil recovery, as IL had the most additional oil recovery (20.8 % of IOIP), followed by Cal-2 (10.5 % of IOIP) and Cal-1 (3.9 % of IOIP). The results of contact angle, zeta potential, and effluent... 

    Effect of brine salinity and hydrolyzed polyacrylamide concentration on the Oil/Brine and Brine/Rock Interactions: Implications on enhanced oil recovery by hybrid low salinity polymer flooding in sandstones

    , Article Fuel ; Volume 324 , 2022 ; 00162361 (ISSN) Amiri, M ; Fatemi, M ; Biniaz Delijani, E ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    The main idea behind the application of Low salinity polymer flooding (LSPF) enhanced oil recovery (EOR) method is that diluted brine improves the oil recovery by wettability alteration from oil-wet (OW) towards water-wet (WW) condition, while polymer enhances the mobility of the displacing phase. However the possible effect of polymer on the fluid/fluid and fluid/rock interactions are not investigated systematically in the literature. The main objective of the present reserach is to examine the possible effect of hybrid application of low-salinity and polymer on the brine/rock and brine/oil interfaces properties. Formation water (FW) and sea water (SW) and its two different dilutions, i.e.... 

    Experimental study and surface complexation modeling of non-monotonic wettability behavior due to change in brine salinity/composition: Insight into anhydrite impurity in carbonates

    , Article Journal of Molecular Liquids ; Volume 365 , 2022 ; 01677322 (ISSN) Madadi Mogharrab, J ; Ayatollahi, S ; Pishvaie, M. R ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    Wettability alteration as the main mechanism of improved oil recovery in carbonates during low salinity/engineered water flooding (LS/EWF) is a complex phenomenon due to high heterogeneity of rock. During LS/EWF, wettability changes when electrochemical interactions at carbonate-brine interface happen. Anhydrite impurity in carbonates is one of the most important parameters affecting the electrochemical interactions at the rock-brine interface and the wettability alteration process. Therefore, the success of LS/EWF in carbonate reservoirs lies in perceiving the role of impurities such as anhydrite, from a geochemical and dissolution point of view. Modified flotation tests (MFT) were... 

    simulation of thermo-hydro-mechanical processes at Soultz-sous-Forêts

    , Article Energies ; Volume 15, Issue 24 , 2022 ; 19961073 (ISSN) Mahmoodpour, S ; Singh, M ; Mahyapour, R ; Tangirala, S. K ; Bär, K ; Sass, I ; Sharif University of Technology
    MDPI  2022
    Abstract
    Porosity and permeability alteration due to the thermo-poro-elastic stress field disturbance from the cold fluid injection is a deciding factor for longer, more economic, and safer heat extraction from an enhanced geothermal system (EGS). In the Soultz-sous-Forêts geothermal system, faulted zones are the main flow paths, and the resulting porosity–permeability development over time due to stress reorientation is more sensitive in comparison with the regions without faulted zones. Available operational and field data are combined through a validated numerical simulation model to examine the mechanical impact on the pressure and temperature evolution. Results shows that near the injection... 

    New hybrid multi criteria decision making method for offshore windfarm site location in Persian Gulf, Iran

    , Article Ocean Engineering ; Volume 256 , 2022 ; 00298018 (ISSN) Hosseini Dehshiri, S. S ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Choosing the right location for the sustainable development of offshore wind energy plays an important role in the success of renewable projects. In this regard, in the present study, a new application of the hybrid Fuzzy-SWARA & Fuzzy-WASPAS method was presented to prioritize the suitable area for developing offshore wind projects. For a case study, five regions with high potential for offshore wind energy in the Persian-Gulf have been investigated. Economic assessment was evaluated using the Levelized Cost of energy method. Evaluation of offshore wind farms has been analyzed from various aspects including technical, economic, social, environmental and risk. The SWARA was used for weighting... 

    Reduction of formation damage in horizontal wellbores by application of nano-enhanced drilling fluids: Experimental and modeling study

    , Article Journal of Petroleum Science and Engineering ; Volume 210 , 2022 ; 09204105 (ISSN) Shojaei, N ; Ghazanfari, M. H ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    One of the basic challenges during drilling horizontal wellbores is the damage induced by invasion of mud filtrate into the formation. Addition of nanoparticles to drilling fluids has been recognized as a measure of control and reduction of filtrate invasion, which is the primary mechanism of the aforementioned formation damage. Despite notable advances in composing Nano-enhanced drilling fluids, the role of nanoparticle hydrophobicity on performance of the fluids has not been well studied. This study is based on a combined experimental-numerical methodology. In the experimental section, a procedure to find the optimum composition of Nano-enhanced water-based samples, containing... 

    Minimizing the levelized cost of energy in an offshore wind farm with non-homogeneous turbines through layout optimization

    , Article Ocean Engineering ; Volume 249 , 2022 ; 00298018 (ISSN) Ziyaei, P ; Khorasanchi, M ; Sayyaadi, H ; Sadollah, A ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Minimum cost of energy is the main goal of a wind farm layout optimization. This is achieved by maximizing the total energy while minimizing the total costs of the farm. In this study, two sizes of commercial turbines were considered to investigate the effect of a non-homogenous farm on the layout optimization process. A cost model consisting of turbines, cable, transformers, foundation, and service vehicle routes was developed. Using Genetic Algorithm and Artificial Neural Network, first the superiority of the new algorithm in turbines and cable layout was verified versus previous studies. Next, two cases were investigated, i.e. (1) a farm populated with identical turbines and (2) a farm... 

    Microfluidics experimental investigation of the mechanisms of enhanced oil recovery by low salinity water flooding in fractured porous media

    , Article Fuel ; Volume 314 , 2022 ; 00162361 (ISSN) Mahmoudzadeh, A ; Fatemi, M ; Masihi, M ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Spontaneous imbibition of water from fracture into the matrix is considered as one of the most important recovery mechanisms in the fractured porous media. However, water cannot spontaneously imbibe into the oil-wet rocks and as a result oil won't be produced, unless the capillary pressure barrier between fracture conduits and matrix is overcome. Wettability alteration is known as the main affecting mechanism for low salinity water flooding (LSWF), however, its effectiveness in fractured porous media has been less investigated, especially in the case of possible pore scale displacement mechanisms. In this study, the effectiveness of LSWF (diluted seawater) on oil recovery is compared to the... 

    Multi model robust control design for a floating offshore variable speed wind turbine with tension leg platform

    , Article Ocean Engineering ; Volume 266 , 2022 ; 00298018 (ISSN) Ghorbani Shektaei, S. R ; Sadati, N ; Member, IEEE ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    This paper presents a multi-model robust control (MMRC) design for an offshore variable speed wind turbine with tension leg platform. The proposed control scheme covers the model uncertainty in the above rated wind speed, and it provides a reliable control for power regulation while minimizing the mechanical loads on the wind turbine structure. For this purpose, the above rated wind speed region is divided into several wind speed groups, and a set of linearized models are obtained from the Fatigue, Aerodynamics, Structures, and Turbulence (FAST) simulator for various mean wind speeds of each group. Using Weibull wind speed distribution, a nominal model with additive uncertainty is generated... 

    A Review on chemical sand production control techniques in oil reservoirs

    , Article Energy and Fuels ; 2022 ; 08870624 (ISSN) Saghandali, F ; Baghban Salehi, M ; Hosseinzadehsemnani, R ; Moghanloo, R. G ; Taghikhani, V ; Sharif University of Technology
    American Chemical Society  2022
    Abstract
    This review aims to bring together the studies on petroleum reservoirs' sand production control in a comprehensive guide for the researcher to compare various methods for the chemical consolidation of sand. Sand production can be considered one of the major challenges in the petroleum production industry, causing severe operational issues. This study introduces various methods to control and prevent sand production in petroleum wells and evaluates their advantages and performance in tabular form. The use of chemical procedures is considered to be more efficient in counteracting the production and migration of sand. Various chemicals and polymers have been proposed for this purpose. These... 

    A comparative analysis of the new excitation controlled synchronous generator-based wind turbine

    , Article Scientia Iranica ; Volume 29, Issue 1 D , 2022 , Pages 151-167 ; 10263098 (ISSN) Shamsnia, A ; Parniani, M ; Sharif University of Technology
    Sharif University of Technology  2022
    Abstract
    Excitation Controlled Synchronous Generator-based Wind Turbine (ECSG WT) is a recently proposed Wind Turbine (WT) scheme that has not been fully investigated in detail. This paper intends to analyze the performance of the ECSG WT scheme and compare it with those of two mainstream WT schemes based on electrically excited synchronous generator, i.e., VSC-based full converter WT and diode bridge rectifier-based WT equipped with boost converter on its Direct Current (DC) link. The objective of this comparison is to demonstrate great potentials of ECSG WT to be considered in the wind industry. To do so, two successful Wind Turbine (WT) schemes in the market that are structurally close to ECSG WT... 

    Asphaltene destabilization in the presence of an aqueous phase: The effects of salinity, ion type, and contact time

    , Article Journal of Petroleum Science and Engineering ; Volume 208 , 2022 ; 09204105 (ISSN) Mokhtari, R ; Hosseini, A ; Fatemi, M ; Andersen, S. I ; Ayatollahi, S ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    One of the possible fluid-fluid interactions during water-flooding in oil reservoirs, that is still debated, is the effect of injected brine salinity on asphaltene destabilization. If asphaltene precipitation is induced by salinity changes in the oil reservoirs and surface facilities, this could have a massive impact on the economy of a low salinity water-flooding project. Therefore, this study aims to investigate the effect of brine salinity on the amount of asphaltene precipitation and the governing destabilization mechanisms. Direct asphaltene precipitation measurements, along with the analyses of optical microscopy images and ion chromatography (IC), indicate that the asphaltene... 

    Pore network-scale visualization of the effect of brine composition on sweep efficiency and speed of oil recovery from carbonates using a photolithography-based calcite microfluidic model

    , Article Journal of Petroleum Science and Engineering ; Volume 208 , 2022 ; 09204105 (ISSN) Mohammadi, M ; Nikbin Fashkacheh, H ; Mahani, H ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    A novel photolithography-based technique was developed to fabricate a quasi-2D heterogeneous calcite micromodel of representative elementary volume size. The effect of brine-chemistry on the mobilization of capillarity and heterogeneity trapped oil after high salinity water injection was evaluated by using diluted seawater, and seawater modified with calcium, sulphate, and silica nanoparticles. Preliminary brine screening was performed based on modified contact angle experiments under dynamic salinity alteration. The main findings are that the chemical composition of brine impacts both the ultimate oil recovery and its speed. The highest and fastest oil recovery was obtained with diluted... 

    Evaluation of different machine learning frameworks to predict CNL-FDC-PEF logs via hyperparameters optimization and feature selection

    , Article Journal of Petroleum Science and Engineering ; Volume 208 , 2022 ; 09204105 (ISSN) Rostamian, A ; Heidaryan, E ; Ostadhassan, M ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    Although being expensive and time-consuming, petroleum industry still is highly reliant on well logging for data acquisition. However, with advancements in data science and AI, methods are being sought to reduce such dependency. In this study, several important well logs, CNL, FDC and PEF from ten wells are predicted based on ML models such as multilinear regression, DNN, DT, RT, GBoost, k-NN, and XGBoost. Before applying these models, depth matching, bad hole correction, de-spiking, and preprocessing of the data, including normalization, are carried out. Three statistical metrics, R2, RMSE, and PAP, are applied to evaluate the models' performance. Results showed that RF, k-NN, and XGBoost... 

    The non-linear effect of oil polarity on the efficiency of low salinity waterflooding: A pore-level investigation

    , Article Journal of Molecular Liquids ; Volume 346 , 2022 ; 01677322 (ISSN) Golmohammadi, M ; Mohammadi, S ; Mahani, H ; Ayatollahi, S ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    Oil polarity is an important property impacting the efficiency of low salinity waterflooding (LSWF). It directly affects fluid/fluid and rock/fluid interactions, controlling the interfacial properties and forces. However, the current findings in the literature on the effect of concentration of polar components on oil recovery by LSWF are contradictory. Therefore, the main objective of this paper is to investigate how the type of non-polar fractions and the concentration of acidic polar oil constituents change the trapped oil saturation at the pore-scale during LSWF. In this regard, we conducted a series of microfluidics LSWF experiments in both secondary and tertiary modes, using clay-free... 

    Identification of the dynamics of the drivetrain and estimating its unknown parts in a large scale wind turbine

    , Article Mathematics and Computers in Simulation ; Volume 192 , 2022 , Pages 50-69 ; 03784754 (ISSN) Golnary, F ; Moradi, H ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    In this paper, the drivetrain identification problem of a horizontal axis gear-driven wind turbine has been considered. The identification problem leads to a precise model of the drivetrain of the wind turbines which plays a key role in the production and transmission of electrical energy. This process consists of two stages: First, offline identification which needs the input–output data from the drivetrain system. These data are obtained from the FAST code. FAST (Fatigue, Aerodynamics, Structures, and Turbulence) is a valid aeroelastic code in the simulation aeroelastic field of offshore and onshore wind turbines. In region 2 (wind velocity is between the cut-in and rated velocities), the... 

    Assessment of two-phase relative permeability hysteresis models for oil/water, gas/water and gas/oil systems in mixed-wet porous media

    , Article Fuel ; Volume 309 , 2022 ; 00162361 (ISSN) Foroudi, S ; Gharavi, A ; Fatemi, M ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Accurate determination of relative permeability curves and their hysteresis is vital for reliable prediction of the performance of oil and gas reservoirs under enhanced recovery processes. Two out of the three available approaches to simulate three-phase relative permeability hysteresis are based on two-phase hysteresis. A few options (e.g., Carlson, Killough and Jargon models) are available in commercial reservoir simulators to account for hysteresis in relative permeability curves under two-phase flow. These models are based on the assumptions of water-wet state of the rocks, while most of the reservoir rocks are mixed-wet. As a result the aim of the present work is to evaluate the...