R. Arabjamaloei - Academia.edu (original) (raw)

Papers by R. Arabjamaloei

Research paper thumbnail of A New Approach to Sand Production Onset Prediction Using Artificial Neural Networks

Petroleum Science and Technology, 2011

Research paper thumbnail of A New Approach to Well Trajectory Optimization Based on Rate of Penetration and Wellbore Stability

Petroleum Science and Technology, 2011

Research paper thumbnail of Exact Lithologic Boundary Detection Based on Wavelet Transform Analysis and Real-Time Investigation of Facies Discontinuities Using Drilling Data

Petroleum Science and Technology, 2011

Research paper thumbnail of An Experimental Study of the Effects of Salt Solutions on Formation Damage in a Water Injection Operation in Petroleum Reservoirs

Petroleum Science and Technology, 2012

Abstract Many laboratory studies show that numerous variables related to crude oil, reservoir roc... more Abstract Many laboratory studies show that numerous variables related to crude oil, reservoir rock, and salt water exists that affect production rates. Meanwhile, many observations have shown that the combination of salt-water properties and injection conditions has a prominent effect on the microscopic displacement of crude oil by injecting water. A crucial reduction of injectivity of wells may occur due to formation damage during the process of water injection in petroleum reservoirs. Therefore, study of the effect of ...

Research paper thumbnail of Numerical Model of Countercurrent Spontaneous Imbibition in Underbalanced Drilling: Formation Damage Investigation

Petroleum Science and Technology, 2011

... 10916460903581369 R. Arabjamaloei a , S. Shadizadeh b , M. Ekramzadeh c , A. Hamzei c &am... more ... 10916460903581369 R. Arabjamaloei a , S. Shadizadeh b , M. Ekramzadeh c , A. Hamzei c & M. Azad c pages 1615-1624. ... Abu Dhabi International Conference and Exhibition. October 10–13 , Abu Dhabi, United Arab Emirates. Paper No. SPE 88698 View all references). ...

Research paper thumbnail of Dealing With the Challenges of the Rate-Dependent Skin Phenomenon in a Gas Condensate Reservoir: A Simulation Approach

Petroleum Science and Technology, 2011

Research paper thumbnail of Numerical Simulation of Countercurrent Spontaneous Imbibition in Underbalanced Drilling of Naturally Fractured Reservoirs

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2012

ABSTRACT Mud filtrate invasion is considered as one of the most common sources of formation damag... more ABSTRACT Mud filtrate invasion is considered as one of the most common sources of formation damage problems in naturally fractured reservoirs. The pore throat aperture is usually believed to be in a consistent trend of change in conventional reservoirs, while fractured reservoirs cannot be dealt with as above since the existence of the fracture. Underbalanced drilling is a drilling operation in which the hydrostatic head of the mud column is maintained at a pressure less than that of fluid in the porous medium. While the well pressure is stabilized at a constant amount lower than the formation pressure, the filtrate invasion can easily occur due to the capillary pressure and fracture opening wideness. As it goes, the same difficulties of conventional reservoirs may be seen in a wider and more intense amount. In this study, there is an endeavor to model the fluid flow behavior of reservoir fluid in the naturally fractured reservoir in order to predict the amount of filtrate invasion into the matrix medium. The modeling is derived according to the validated naturally fractured reservoir models; meanwhile, the hand-developed simulator is run to account for any possible changes of different parameters and concerning the correspondent effect on the final results. The results show a considerable invasion in the case of strong capillary pressure. What seems to be the most determining criteria are the temporary overbalanced and static drilling fluid situations, which in turn they will increase the extent and amount of drilling filtrate invasion. Also, the results show a harsh noticeable damage with low under balanced drilling pressure difference while high under balanced drilling pressure difference leads to nowhere.

Research paper thumbnail of The Estimation of a Formation Fracture Pressure Gradient by Using Drilling Data and Artificial Neural Networks

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2012

Research paper thumbnail of Experimental Study of Polymer Flooding in Low-Viscosity Oil Using One-Quarter Five-Spot Glass Micromodel

Petroleum Science and Technology, 2011

ABSTRACT A polymer flooding technique is developed to reduce the amount of residual oil saturatio... more ABSTRACT A polymer flooding technique is developed to reduce the amount of residual oil saturation that cannot be recovered through waterflooding or gas injection processes. Using polymer flooding in the case of high-viscosity oil has been successful due to reducing mobility ratio (M), whereas there is conflict in efficiency of polymer flooding in the case of low-viscosity oil.In this study, to investigate the behavior of polymer flooding in low-viscosity oil, the transparent materials (glass) were used to construct a micromodel and to study various aspects of micro-displacement. By using a micromodel, the displacement of the fluid and menisci was observed and investigated with the aid of images captured by a camera.In this work, two kinds of quarter five-spot glass micromodel patterns were designed and developed and considered as pores medium. These patterns were saturated with light and low-viscosity oil samples from an Iranian fractured reservoir and then flooded by a polymer slug in low-pressure and low-temperature conditions. Three polymer types, hydrolyzed polyacrylamide (HPAM 25%), very low hydrolyzed polyacrylamide (

Research paper thumbnail of Modeling and Optimizing Rate of Penetration Using Intelligent Systems in an Iranian Southern Oil Field (Ahwaz Oil Field)

Petroleum Science and Technology, 2011

ABSTRACT For drilling optimization, an equation for the rate of penetration (ROP) is necessary. T... more ABSTRACT For drilling optimization, an equation for the rate of penetration (ROP) is necessary. The rate of penetration depends on many factors such as formation properties, mud properties, weight on the bit, rotary speed, mud hydraulics, and size/type of bit. Due to the difficulty of mathematical modeling of ROP, researchers have used experimental results or field data to develop a correlation for ROP. In this study, a new model based on artificial neural networks (ANNs) is designed that is able to predict the ROP using real field data gathered in an Iranian oilfield (Ahwaz oilfield). The new model was successful in predicting ROP. To obtain operating parameters that lead to maximum ROP, the corresponding mathematical equation of an ANN model was implemented in a procedure using a genetic algorithm, which is one of the most reliable methods of optimization, and at different depths the parameters leading to maximum ROP were obtained. This model and its results can be used in Pabdeh and Gurpi formations in all Iranian oilfields and similar shaly formations in the Middle East such as the Iraq, Jaddia, and Aaliji formations corresponding to the Pabdeh formation and the Shiranish formation corresponding to Gurpi.

Research paper thumbnail of A New Approach for Specifying Imbibition Face Boundary Condition in Countercurrent Spontaneous Imbibition

Petroleum Science and Technology, 2010

ABSTRACT Countercurrent spontaneous imbibition is one of the basic processes in two-phase fluid f... more ABSTRACT Countercurrent spontaneous imbibition is one of the basic processes in two-phase fluid flow in fractured porous media. Many researchers have studied modeling of this phenomenon and analytical and numerical solutions have been presented. Specifying the imbibition face (open face) wetting phase saturation, which acts as a boundary condition, has been one of the main challenges in this area. There is no method to specify the imbibition face boundary condition satisfactorily. In this study a new logical method is introduced to determine the open face boundary condition that is satisfactorily close to experimental results. This method considers different aspects of the process of countercurrent spontaneous imbibition and, based on formulation and effective forces in this process, three pieces of evidence are presented to prove that the wetting phase saturation at the imbibition face is a value that leads to maximum wetting phase and nonwetting phase flow with respect to saturation. Because flow rates in this process are a function of saturation and gradient of saturation with respect to location, the maximum wetting and nonwetting phase flow with respect to only saturation would not lead to maximum reachable flow rates for the process.

Research paper thumbnail of Comparative Study of Hysteresis Models in Immiscible Water Alternating Gas (WAG) Process

Petroleum Science and Technology, 2011

ABSTRACT To simulate multiphase flow in complex recovery processes such as water alternating gas ... more ABSTRACT To simulate multiphase flow in complex recovery processes such as water alternating gas (WAG), it is essential to consider the influences of saturation history on relative permeabilities and capillary pressures of the present phases. This effect, which is known as hysteresis, is generally handled by use of empirical models, and deciding which combinations of hysteresis options and parameters are appropriate for a specific study is required. This study investigates how reservoir simulation results are influenced by the use of different modeling options for hysteresis effect in three-phase flow. Hysteresis models were categorized for wetting and nonwetting phases, and they were applied to relative permeability and capillary pressures. In addition, sensitivity analysis was performed on effective parameters on hysteresis behavior of relative permeability. Laboratory hysteresis data were used in simulation of an immiscible WAG process. It was observed that including hysteresis options in simulation influenced the outputs significantly, mainly on oil recovery and breakthrough times (water and gas). Changing the type of nonwetting model had a negligible influence on the results, whereas the type of wetting hysteresis option had a considerable effect on prediction of recovery and breakthrough times. Furthermore, using hysteresis, capillary pressure was found to have a very weak effect on the outputs. Finally, it was observed that the significance of the hysteresis effect is very sensitive to imbibition residual saturation of oil in the presence of water.

Research paper thumbnail of The Modeling and Simulation of Tight Gas Reservoirs Incorporating Desorption Phenomena

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2012

Research paper thumbnail of Real-time Estimation of Elastic Properties of Formation Rocks Based on Drilling Data by Using an Artificial Neural Network

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2013

Research paper thumbnail of Investigation of the Most Efficient Approach of the Prediction of the Rate of Penetration

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2012

ABSTRACT An accurate predictive model for rate of penetration of a drilling bit is crucial for th... more ABSTRACT An accurate predictive model for rate of penetration of a drilling bit is crucial for the drilling optimization procedure. Rate of penetration is a complex function, which is dependent on many factors, such as formation properties, mud properties, weight on the bit, rotary speed, mud hydraulic, and size/type. Due to difficulty of mathematical modeling of the rate of penetration, it seems impossible to present a perfect predictive model for this function. Many researchers have tried to use different approaches to present a model for rate of penetration. These approaches include empirical correlations, statistical models, and artificial neural networks. The proposed models are claimed to work well as predictive tools. In this study, different approaches of prediction of rate of penetration are tested to find the most accurate model and investigate the conditions so that each model works well. A new approach is developed to predict rate of penetration by using fuzzy logic, and this model is used in comparison. The results well illustrate that when having a large amount of data, artificial neural networks work considerably better than other approaches in the prediction of rate of penetration. Moreover, it was found that the presented mathematical equations are weak predictive tools although they are simple to use.

Research paper thumbnail of The Effect of Dead End on Imbibition Face Condition During Counter-current Spontaneous Imbibition

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2012

ABSTRACT Counter-current spontaneous imbibition is one of the main displacement processes in frac... more ABSTRACT Counter-current spontaneous imbibition is one of the main displacement processes in fractured reservoirs. Determination of an imbibition face boundary condition has been the main challenge in this area. A recent work presents a new approach that proposes a solution to specify this boundary condition in the case of infinite core length, which results in a saturation less than the maximum reachable wetting phase saturation. The new method is applicable only in the case of infinite cores and cannot be applied in the case of counter-current spontaneous imbibition in matrix blocks of fractured reservoirs that are finite in length. The case of finite core, which includes a dead end, makes the situation very complex and a new challenge in this area. The present article presents a solution for specifying an imbibition face boundary condition when the imbibition front reaches the dead end of the core. The methodology is based on the investigation of the physics of the counter-current imbibition process in a finite core that includes a dead end. Numerical simulation was used to compare the non-wetting phase recovery rate by implementing different boundary conditions in one- and three-dimensional blocks. The results for the one-dimensional core show that the rate of oil recovery during counter-current spontaneous imbibition is higher when imbibition face saturation is higher, but the recovery fractions reach the same value and rate at late times. For a matrix block, it was illustrated that the new boundary condition leads to a higher recovery rate.

Research paper thumbnail of A New Approach to Sand Production Onset Prediction Using Artificial Neural Networks

Petroleum Science and Technology, 2011

Research paper thumbnail of A New Approach to Well Trajectory Optimization Based on Rate of Penetration and Wellbore Stability

Petroleum Science and Technology, 2011

Research paper thumbnail of Exact Lithologic Boundary Detection Based on Wavelet Transform Analysis and Real-Time Investigation of Facies Discontinuities Using Drilling Data

Petroleum Science and Technology, 2011

Research paper thumbnail of An Experimental Study of the Effects of Salt Solutions on Formation Damage in a Water Injection Operation in Petroleum Reservoirs

Petroleum Science and Technology, 2012

Abstract Many laboratory studies show that numerous variables related to crude oil, reservoir roc... more Abstract Many laboratory studies show that numerous variables related to crude oil, reservoir rock, and salt water exists that affect production rates. Meanwhile, many observations have shown that the combination of salt-water properties and injection conditions has a prominent effect on the microscopic displacement of crude oil by injecting water. A crucial reduction of injectivity of wells may occur due to formation damage during the process of water injection in petroleum reservoirs. Therefore, study of the effect of ...

Research paper thumbnail of Numerical Model of Countercurrent Spontaneous Imbibition in Underbalanced Drilling: Formation Damage Investigation

Petroleum Science and Technology, 2011

... 10916460903581369 R. Arabjamaloei a , S. Shadizadeh b , M. Ekramzadeh c , A. Hamzei c &am... more ... 10916460903581369 R. Arabjamaloei a , S. Shadizadeh b , M. Ekramzadeh c , A. Hamzei c & M. Azad c pages 1615-1624. ... Abu Dhabi International Conference and Exhibition. October 10–13 , Abu Dhabi, United Arab Emirates. Paper No. SPE 88698 View all references). ...

Research paper thumbnail of Dealing With the Challenges of the Rate-Dependent Skin Phenomenon in a Gas Condensate Reservoir: A Simulation Approach

Petroleum Science and Technology, 2011

Research paper thumbnail of Numerical Simulation of Countercurrent Spontaneous Imbibition in Underbalanced Drilling of Naturally Fractured Reservoirs

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2012

ABSTRACT Mud filtrate invasion is considered as one of the most common sources of formation damag... more ABSTRACT Mud filtrate invasion is considered as one of the most common sources of formation damage problems in naturally fractured reservoirs. The pore throat aperture is usually believed to be in a consistent trend of change in conventional reservoirs, while fractured reservoirs cannot be dealt with as above since the existence of the fracture. Underbalanced drilling is a drilling operation in which the hydrostatic head of the mud column is maintained at a pressure less than that of fluid in the porous medium. While the well pressure is stabilized at a constant amount lower than the formation pressure, the filtrate invasion can easily occur due to the capillary pressure and fracture opening wideness. As it goes, the same difficulties of conventional reservoirs may be seen in a wider and more intense amount. In this study, there is an endeavor to model the fluid flow behavior of reservoir fluid in the naturally fractured reservoir in order to predict the amount of filtrate invasion into the matrix medium. The modeling is derived according to the validated naturally fractured reservoir models; meanwhile, the hand-developed simulator is run to account for any possible changes of different parameters and concerning the correspondent effect on the final results. The results show a considerable invasion in the case of strong capillary pressure. What seems to be the most determining criteria are the temporary overbalanced and static drilling fluid situations, which in turn they will increase the extent and amount of drilling filtrate invasion. Also, the results show a harsh noticeable damage with low under balanced drilling pressure difference while high under balanced drilling pressure difference leads to nowhere.

Research paper thumbnail of The Estimation of a Formation Fracture Pressure Gradient by Using Drilling Data and Artificial Neural Networks

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2012

Research paper thumbnail of Experimental Study of Polymer Flooding in Low-Viscosity Oil Using One-Quarter Five-Spot Glass Micromodel

Petroleum Science and Technology, 2011

ABSTRACT A polymer flooding technique is developed to reduce the amount of residual oil saturatio... more ABSTRACT A polymer flooding technique is developed to reduce the amount of residual oil saturation that cannot be recovered through waterflooding or gas injection processes. Using polymer flooding in the case of high-viscosity oil has been successful due to reducing mobility ratio (M), whereas there is conflict in efficiency of polymer flooding in the case of low-viscosity oil.In this study, to investigate the behavior of polymer flooding in low-viscosity oil, the transparent materials (glass) were used to construct a micromodel and to study various aspects of micro-displacement. By using a micromodel, the displacement of the fluid and menisci was observed and investigated with the aid of images captured by a camera.In this work, two kinds of quarter five-spot glass micromodel patterns were designed and developed and considered as pores medium. These patterns were saturated with light and low-viscosity oil samples from an Iranian fractured reservoir and then flooded by a polymer slug in low-pressure and low-temperature conditions. Three polymer types, hydrolyzed polyacrylamide (HPAM 25%), very low hydrolyzed polyacrylamide (

Research paper thumbnail of Modeling and Optimizing Rate of Penetration Using Intelligent Systems in an Iranian Southern Oil Field (Ahwaz Oil Field)

Petroleum Science and Technology, 2011

ABSTRACT For drilling optimization, an equation for the rate of penetration (ROP) is necessary. T... more ABSTRACT For drilling optimization, an equation for the rate of penetration (ROP) is necessary. The rate of penetration depends on many factors such as formation properties, mud properties, weight on the bit, rotary speed, mud hydraulics, and size/type of bit. Due to the difficulty of mathematical modeling of ROP, researchers have used experimental results or field data to develop a correlation for ROP. In this study, a new model based on artificial neural networks (ANNs) is designed that is able to predict the ROP using real field data gathered in an Iranian oilfield (Ahwaz oilfield). The new model was successful in predicting ROP. To obtain operating parameters that lead to maximum ROP, the corresponding mathematical equation of an ANN model was implemented in a procedure using a genetic algorithm, which is one of the most reliable methods of optimization, and at different depths the parameters leading to maximum ROP were obtained. This model and its results can be used in Pabdeh and Gurpi formations in all Iranian oilfields and similar shaly formations in the Middle East such as the Iraq, Jaddia, and Aaliji formations corresponding to the Pabdeh formation and the Shiranish formation corresponding to Gurpi.

Research paper thumbnail of A New Approach for Specifying Imbibition Face Boundary Condition in Countercurrent Spontaneous Imbibition

Petroleum Science and Technology, 2010

ABSTRACT Countercurrent spontaneous imbibition is one of the basic processes in two-phase fluid f... more ABSTRACT Countercurrent spontaneous imbibition is one of the basic processes in two-phase fluid flow in fractured porous media. Many researchers have studied modeling of this phenomenon and analytical and numerical solutions have been presented. Specifying the imbibition face (open face) wetting phase saturation, which acts as a boundary condition, has been one of the main challenges in this area. There is no method to specify the imbibition face boundary condition satisfactorily. In this study a new logical method is introduced to determine the open face boundary condition that is satisfactorily close to experimental results. This method considers different aspects of the process of countercurrent spontaneous imbibition and, based on formulation and effective forces in this process, three pieces of evidence are presented to prove that the wetting phase saturation at the imbibition face is a value that leads to maximum wetting phase and nonwetting phase flow with respect to saturation. Because flow rates in this process are a function of saturation and gradient of saturation with respect to location, the maximum wetting and nonwetting phase flow with respect to only saturation would not lead to maximum reachable flow rates for the process.

Research paper thumbnail of Comparative Study of Hysteresis Models in Immiscible Water Alternating Gas (WAG) Process

Petroleum Science and Technology, 2011

ABSTRACT To simulate multiphase flow in complex recovery processes such as water alternating gas ... more ABSTRACT To simulate multiphase flow in complex recovery processes such as water alternating gas (WAG), it is essential to consider the influences of saturation history on relative permeabilities and capillary pressures of the present phases. This effect, which is known as hysteresis, is generally handled by use of empirical models, and deciding which combinations of hysteresis options and parameters are appropriate for a specific study is required. This study investigates how reservoir simulation results are influenced by the use of different modeling options for hysteresis effect in three-phase flow. Hysteresis models were categorized for wetting and nonwetting phases, and they were applied to relative permeability and capillary pressures. In addition, sensitivity analysis was performed on effective parameters on hysteresis behavior of relative permeability. Laboratory hysteresis data were used in simulation of an immiscible WAG process. It was observed that including hysteresis options in simulation influenced the outputs significantly, mainly on oil recovery and breakthrough times (water and gas). Changing the type of nonwetting model had a negligible influence on the results, whereas the type of wetting hysteresis option had a considerable effect on prediction of recovery and breakthrough times. Furthermore, using hysteresis, capillary pressure was found to have a very weak effect on the outputs. Finally, it was observed that the significance of the hysteresis effect is very sensitive to imbibition residual saturation of oil in the presence of water.

Research paper thumbnail of The Modeling and Simulation of Tight Gas Reservoirs Incorporating Desorption Phenomena

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2012

Research paper thumbnail of Real-time Estimation of Elastic Properties of Formation Rocks Based on Drilling Data by Using an Artificial Neural Network

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2013

Research paper thumbnail of Investigation of the Most Efficient Approach of the Prediction of the Rate of Penetration

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2012

ABSTRACT An accurate predictive model for rate of penetration of a drilling bit is crucial for th... more ABSTRACT An accurate predictive model for rate of penetration of a drilling bit is crucial for the drilling optimization procedure. Rate of penetration is a complex function, which is dependent on many factors, such as formation properties, mud properties, weight on the bit, rotary speed, mud hydraulic, and size/type. Due to difficulty of mathematical modeling of the rate of penetration, it seems impossible to present a perfect predictive model for this function. Many researchers have tried to use different approaches to present a model for rate of penetration. These approaches include empirical correlations, statistical models, and artificial neural networks. The proposed models are claimed to work well as predictive tools. In this study, different approaches of prediction of rate of penetration are tested to find the most accurate model and investigate the conditions so that each model works well. A new approach is developed to predict rate of penetration by using fuzzy logic, and this model is used in comparison. The results well illustrate that when having a large amount of data, artificial neural networks work considerably better than other approaches in the prediction of rate of penetration. Moreover, it was found that the presented mathematical equations are weak predictive tools although they are simple to use.

Research paper thumbnail of The Effect of Dead End on Imbibition Face Condition During Counter-current Spontaneous Imbibition

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2012

ABSTRACT Counter-current spontaneous imbibition is one of the main displacement processes in frac... more ABSTRACT Counter-current spontaneous imbibition is one of the main displacement processes in fractured reservoirs. Determination of an imbibition face boundary condition has been the main challenge in this area. A recent work presents a new approach that proposes a solution to specify this boundary condition in the case of infinite core length, which results in a saturation less than the maximum reachable wetting phase saturation. The new method is applicable only in the case of infinite cores and cannot be applied in the case of counter-current spontaneous imbibition in matrix blocks of fractured reservoirs that are finite in length. The case of finite core, which includes a dead end, makes the situation very complex and a new challenge in this area. The present article presents a solution for specifying an imbibition face boundary condition when the imbibition front reaches the dead end of the core. The methodology is based on the investigation of the physics of the counter-current imbibition process in a finite core that includes a dead end. Numerical simulation was used to compare the non-wetting phase recovery rate by implementing different boundary conditions in one- and three-dimensional blocks. The results for the one-dimensional core show that the rate of oil recovery during counter-current spontaneous imbibition is higher when imbibition face saturation is higher, but the recovery fractions reach the same value and rate at late times. For a matrix block, it was illustrated that the new boundary condition leads to a higher recovery rate.