Scientific Program
Day 1 :
- Oil and Gas
Session Introduction
M. Rafiqul Islam
Emertec Research and Development Ltd, Canada
Title: Opportunities in Basement reservoirs and Unconventional Formations
Biography:
Abstract:
Mimoun Elboujdaini
Integrated Mechanical Material Corrosion Consulting, USA
Title: Effect of Stress Corrosion Cracking and Hydrogen-Induced Cracking on Mechanical Properties of Steels in Oil & Gas Applications
Biography:
Abstract:
An essential step in materials degradation is the determination of the failure mechanism. For example, stress, metallurgical (microstructure), or environment-assisted cracking, help the determination of the fundamental cause of failure and recommendation on proper measures to prevent failure recurrence. In this context, environment-assisted cracking (EAC), or environmentally induced failure (EIF), is a form of corrosion that produces a brittle fracture in alloys with minimal corrosion. As for example, environmentally assisted cracks in line pipe steels are initiated either as a result of stresses in combination with environmental effects, as in stress corrosion cracking (SCC), or as a result of trapped hydrogen in the steel, as in hydrogen-induced cracking (HIC). To understand better the mechanism of the crack initiation process, key metallurgical and environmental elements that can affect the cracking phenomena were investigated and are reviewed in this paper. The complexity of both cracking phenomena results from the dependence of HIC and SCC on multiple metallurgical, mechanical, and environmental parameters that may all influence both crack initiation and propagation; e.g., composition, microstructure and non-metallic inclusions in the steel, applied stress, water chemistry in the field, and ionic concentrations in the groundwater near the pipe surface to name a few for SCC.
In addition, for HIC phenomena, one can add the concentration of H2S in the fluids transported in the pipe as well as concentration of CO2, pH, etc. Furthermore, it is not well-known why similar steels can have different performance, ranging from good resistance to significant embrittlement. A better understanding of the microstructural characteristics is important and needed.
Cracking of line pipe steels is analyzed with particular attention to the crack initiation process. The paper is divided into two parts: The first part covers HIC and the second part covers SCC. This overall terminology includes stress corrosion cracking (SCC), corrosion fatigue cracking (CFC), and hydrogen-induced cracking (HIC). The latter is also referred to as hydrogen embrittlement (HE), or hydrogen-assisted cracking (HAC).
Pedro Jaramillo
Independent Consultant, Colombia
Title: IIoT and Analytics for decision Making in O&G upstream and midstream
Biography:
Abstract:
Biography:
Abstract:
In this paper, we propose monitoring system for protecting oil pipeline using DAS(Distributed Acoustic Sensing) and FOC(Fiber Optic Cable). DAS and FOC are based on the fact that outdoor events could change the amplitude or speed of signal propagation and is based on the Rayleigh backscattered light. TPI(Third Party Intrusion) including oil pipeline theft produces an acoustic noise around the place of incidents.
In this proposed method, we installed FOC and oil pipeline the 150cm underground. And when TPI occurs, it can detect the location of event location in real time and quickly.
This method can create a specific feather as well as a specific pattern in monitoring system.
One of this advantages can detect long distance monitoring system. It can be monitored up to 70km oil pipeline. This system might protect oil pipeline from oil theft as well as TPI.
DAS technology expands the applications for fiber optics use in the oil and gas industry.
Biography:
Abstract:
The soil physicochemical parameter in Ohaji in Imo State, Nigeria was investigated using Ibeocha, Ekeugba, Awara, Mbirichi and Location as a case study. The result obtained from the soil analysis using standard methods shows that the concentrations of the heavy metals, Pb and Fe were highest in the soil from Ibeocha (0.045 ppm) and Mbirichi (0.126 ppm) which show the high rate of industrial activity and oil spill in those areas. There was no remarkable change in pH, but temperature followed the pattern of heavy metal concentration with acidic (lowest) values at the center. The cation exchange capacity of the soil sample from the location (14.066 ppm) shows that this soil sample has a lower contamination to compare to other soil samples from other location. Containment of the effects should be encouraged as soil from these sampling locations is contaminated due to the oil spill
Barham Sabir
Komar University of Science and Technology, Iraq
Title: Use Well Sector Model (SM) to investigate the dependence of water breakthrough (WBT) and gas breakthrough (GBT) time on the choice of model parameters
Biography:
Abstract:
This paper investigates the gas and water breakthrough time using sector model (SM) in the naturally fractured (NF) carbonate reservoirs located in Northern Iraq. The naturally fractured reservoirs have complex pore system since rock formations are susceptible to diagenetic process such as dissolution, dolomitization and mechanical fracturing. As a result the reservoir quality may be enhanced or occluded through cementation. The complexity of a fracture network typically leads an anisotropic permeability distribution within the reservoir. Thus ultimate recovery can be achieved with carefully planned reservoir management strategies through conducting an accurate reservoir modeling and simulation.
In this work a sector model was developed based on the studied example field. The field produces from four NF compartments; the average reservoir height is around 95m in which the WOC and GOC located at depth 685m and 590m, respectively. The reservoir rock properties modeled using a dual-porosity with single-permeability system. This model was based on the layercake Petrel model. Furthermore, a sensitivity study also conducted with the aim to investigate the dependences of the well and field-performance.
Results showed that matrix permeability and fracture dimension have great effect on early water and gas breakthrough. While aquifer size and permeability and WOC have moderate effect on both water breakthrough and ultimate recovery when compared to previous parameters.
Maaz Allah Khan
Azad Institute of Engineering and Technology, India
Title: Aerobic and Anaerobic Waste Water Treatments as Microbial Fuel
Biography:
Abstract:
Anaerobic wastewater treatment differs from conventional aerobic treatment. The absence of oxygen leads to controlled conversion of complex organic pollutions, mainly to carbon dioxide and methane. Anaerobic treatment has favorable effects like the removal of higher organic loading, low sludge production, high pathogen removal, biogas gas production and low energy consumption. Psychrophilic anaerobic treatment can be an attractive option to conventional anaerobic digestion for municipal sewage and industrial wastewaters that are discharged at moderate to low temperature
M. Rafiqul Islam
Emertec Research and Development Ltd, Canada
Title: Opportunities in Basement reservoirs and Unconventional Formations
Biography:
Abstract:
Biography:
Abstract:
During shale gas development, large amount of adsorbed gas in the shale pores are gradually desorbed, which results in different shale properties changes such as permeability, structure, etc. This paper objective is to determine how the adsorption and desorption characteristics of shale can be used for shale gas evaluation. Different concepts such as: measured gas; lost gas; bulk density; residual gas; geochemistry of shale gas; gas filled porosity and others will be discussed and supported by theoretical evidences and experimental measurements. The importance of adsorption-desorption correlation to assure accurate shale gas content will be presented as well. The question of how small canisters and high resolution equipment are necessary to measure the gas content of individual shale sidewall samples will be answered
Hiwa Sidiq
Komar University of Science and Technology, Iraq
Title: Investigating Sequential Polymers Flooding for EOR in Matrix Reservoir with Heterogeneity
Biography:
Abstract:
Conventional method of injection that uses only a high concentration and molecular weight of single polymer, often leads to fingering effects due to mobility ratio, and the entrapment of pore throats in the injected area due to the difference in size between the pore throat and the hydrodynamic polymer chain radius. To avoid this unfavorable phenomenon, a sequential method of polymer injection is used by injecting varying molecular weight of polymers starting from low to high concentration in three stages of sequential injections. Polymer injection/flooding is considered one of the most effective and successful method for the enhancements of oil recovery.
In this work we have investigated the feasibility of sequential polymer injection in different reservoir rocks characterized by different heterogeneities. It is apparent that heterogeneity is one of the main factor associates with poor EOR performance. Therefore, investigating heterogeneity and the factors affect EOR efficiency is of great importance to oil/gas industry.
The static model was developed from an example field data in the region. Reservoir rock properties were correlated and modeled using Kiring and Gaussian geostatistics simulation. Thereafter the model was brought to reservoir simulation software to investigate EOR performance. The REVEAL and in house simulator software have been used for assessing the efficiency EOR model using sequential chemicals injection.
Results indicated that sequentially injected polymers varying in concentrations can be a viable alternative to conventional polymer flooding methods, particularly in very heterogeneous reservoir if compared to results obtained with conventional method of polymer injection.
Biography:
Abstract:
Tharwat Hassane
The British University in Egypt, Egypt
Title: New approach of Barium Sulphate (BASO4) Modeling in Streamline Reservoir Simulation Calculations
Biography:
Abstract:
AJAY MANDAL
Indian Institute of Technology,Dhanbad, India
Title: Interfacial properties and adsorption characteristics of a family of synthesized zwitterionic surfactants: Implications for enhanced oil recovery
Biography:
Abstract:
The current global energy demand is highly dependent on the extraction of natural resources that remains trapped within existing oil reservoirs. Initially, the crude oil is recovered by primary and secondary techniques. However, nearly two-thirds of the original oil in place (OOIP) still remains within the rock pores. Enhanced oil recovery (EOR) encompass a variety of mechanisms to achieve greater oil recovery by the incorporation of various techniques. One of these methods involve the injection of chemical slugs that are injected into the reservoir to effectively displace residual oil. Surfactant design is a potential area of interest in this method. Surfactants lower IFT by adsorbing onto the crude oil-aqueous interface and improve the oil displacement efficiency in chemical EOR processes.
In the present study a family of carboxybetaine based surfactants with hydrophobic tail length of 12, 14, 16 and 18 carbons were synthesized for their application in chemical EOR. The synthesis of surfactants was done by quaternizing tertiary amines of different carbon chain lengths by sodium chloroacetate. The synthesized surfactants were characterized by FTIR and 1H NMR spectroscopy and their solubility in water was tested by Krafft temperature analysis and salt tolerance test. To check for the applicability of surfactants in chemical EOR, their IFT reduction tendency, phase behavior and wettability alteration effectiveness were evaluated. Finally, sand pack experiments were conducted to test the recovery of trapped oil by injection of surfactant slug along with alkali and polymer.
IFT between oil and surfactant solution was also found to reduce with increase in carbon chain length and ultralow IFT was achieved by the synergetic effect of alkali and C16DmCB surfactant. The larger hydrophobic tail length was found to improve the oil-water interface activity. C16DmCB surfactant was found to form stable three phase microemulsion which is beneficial for its applicability in EOR. The surfactants were also found effective in altering the wettability of oil-wet quartz sample to preferentially water-wet with very lesser loss of surfactants. More than 30% additional oil recovery was achieved by the synergetic effect of alkali-surfactant-polymer in flooding experiments. The results show that the synthesized zwitterionic surfactants are having good potential for their use in chemical EOR.
Ibtisam Kamal
Soran University, Kurdistan Region Iraq
Title: Performance and Optimization of Novel Oil Well Drilling Fluids Based on Waste Materials
Biography:
Abstract:
The current work deals with developing, assessing, and analyzing a novel improved water-based drilling mud by using alternatives based on waste materials for the purpose of substitution of the commercial drilling mud constituents. Two alternatives were investigated, the first is an industrial waste as alternative for the commercial barite; the weighting products used for increasing fluid density, the second alternative has been derived from an agro waste and used as substituent of the commercial lignosulfonates; the thinning agents used for clay deflocculating and reduction of drilling fluids viscosity. The effect of the content (wt.%) of first alternative (7.2-12.8), and the second alternative (3-7.8) on mud weight, pH, and rheological properties including plastic viscosity, yield point, gel strength, filtration loss, apparent viscosity and filter cake thickness was optimized using two factorial central composite experimental design. The mathematical models for prediction the effect of the content of the two alternative materials on drilling fluid characteristics were estimated. The effect of salt contamination NaCl (0-5) % weight and pH (7.12-11.95) on rheological properties of the new adopted drilling mud formulations contain the optimum concentration of the two alternatives estimated from response surface analysis was investigated and correlated. The overall results revealed that the tested alternatives are promising substituents for the commercial mud constituents. The stability of the formulated drilling fluid seemed to change due to salt contamination and changing the pH in particulaire plastic and apparent viscosity and yield point. Using the new alternative ingredients may highly contribute to production of new drilling mud formulations of developed performance, minimizing the drilling mud cost, as well as protection the environnement by reusing the waste materials instead of its disposal.
Keywords
Drilling mud; Waste; Rheological properties; Optimization; Modeling
Aashish Panwar
University Of Petroleum and Energy Studies, India
Title: Preventing the extent of Oil Spills by the use of Biological Agents developed by using DNA Recombination Technology.
Biography:
Abstract:
- OBJECTIVES/SCOPE:
It's an era of non-conventional resources. With increase in complication in drilling, and transportation of crude oil the need for Cutting edge technologies is growing at a high pace. The sole objective of the Paper is to make use of the modified microorganism (having altered DNA) to digest oil if accidentally Oil Spill occurs in order to reduce Environmental Pollution.
2. METHODS, PROCEDURES,PROCESS:
Oil Digesting Bacteria’s such as Thalassolituus olievorans and Neptumonas can reduce the fear of Oil Spill during the Transportation of Oil as these microorganisms can digest oil and break long chain of alkenes and convert it into CO2 and water.
The paper describes about the new approach that is based on combination of the DNA of Oliespira (Highly efficient deep sea oil digester that cannot work in saline conditions) and Neptumonas (Poor Oil Digester that can work in saline conditions). Using DNA Recombination Technique through which we can alter the DNA of the bacteria so that we can get single bacteria having both the desired characters (i.e. a bacteria containing both features of High efficiency and can work in saline water). These modified bacteria’s can be exploited by making the use of asexual reproduction and unfavourable conditions for increasing the no. of bacteria.
3. RESULTS, OBSERVATIONS, CONCLUSIONS:
The modified bacteria having both the desired traits i.e. Digestion of Oil in sea water and deep sea levels will help in solving the problem of environmental pollution. The results would be mind boggling as a single microorganism would serve as the solution for various terms related to Oil Spill. The microorganism at normal or low temperature it will act as an Oil Digester which can work in sea water. With the use of these modified microorganisms we will be able to protect our environment and hence control extent of oil spill.
4. NOVEL OR ADDITIVE INFORMATION:
Exemplary management and proper working of these genetically modified bacteria’s would be a boost for the industry. With the use of these modified microorganisms (bacteria’s) we will be able to protect our environment and also avoid the harmful effects caused by the Oil Spills.
Day 2 :
- Oil Gas 2019
Session Introduction
JB Batchamen
Cape Peninsula University of Technology, South Africa
Title: The Fuel and Crude Oil Paraffinic/Naphthenic/Sweetness Content
Biography:
Abstract:
Two oil sample were assembled, and their paraffinic and naphthenic content were analysed using GC-MS to decompose each primary components. It is believed that lighter compounds revealed at a shorter retention time as compared to heavier compounds. Some paraffin compounds in the crude oil exposed their visibility on the chromatographic by repeatedly themselves on various retention time. Decane, 4-methyl (RT: 11.32, 11.32), Undecane, 5-methyl (RT: 14.8504, 14.9607), Tetradecane (RT: 20.67, 25.8346), Hexadecane (RT: 21.9112, 24.0211, 36.3431, 42.7557), Tetracosane (RT: 37.7221, 49.1614), Pentacosane (RT: 39.0529, 41.5697) and Octacosane (RT: 40.3355, 46.0999, 47.148, 48.1685) were the compounds obtained from the GC-MS analysis at various retention time. The paraffin content of the fuel oil named Heptacosane was the only compound revealed at a various retention time (RT: 42.7143, 43.8658, 44.9828, 46.0654, 47.1204). However, 12, 12% naphthene was present in the crude oil, and none in fuel oil. The crude oil was found to be more paraffinic by 54, 55% then fuel oil by 29%. Furthermore, the viscosity and the impurities content of the fuel oil was greater than the crude oil. Crude oil sulphur content of 565mg/L and fuel oil sulphur content of 2391mg/L were the analyses obtained by the ICP-MS which identified the sweetness and sourness of the oil. Both crude and fuel oil were sweetly referenced to the sulphur concentration. However, the sulphur content was predominant in the fuel oil in which therefore classified the crude oil to be sweeter than the fuel oil.
Keywords: Parrafins; Naphthenes; Retention time.
Biography:
Abstract:
Liquefied Natural Gas (LNG) has become an important technology for the transportation of natural gas supplies over a long distance to areas where it is high demanded. The aim of this paper focuses on the technical and economic analysis of the potential for developing two US shale gas plays and determining the potential value of shale gas to LNG for export to the overseas natural gas market. Due to availability of large shale gas reserves combined with current market growth and low domestic natural gas prices has driven numerous gas producers in U.S to consider natural gas monetisation option such as gas export to more profitable markets in Asia in form of LNG. This has prompted a large development in LNG business. Last year, global LNG traded volumes reached a historic high of 258 million metric tonnes per annum (MMTPA) with the demand expected to rise more than 50% to about 500 MMTPA over the next 20 years. To sustain this LNG demand growth, natural gas reserves from shale plays like the Haynesville and Marcellus need to be further exploited with increased development of horizontal drilling. This paper analyses production behaviour of shale gas wells with different horizontal well lengths in Haynesville and Marcellus shale plays in the interest of economic development of an LNG plant. Currently, the proposed LNG train capacity is evaluated to yield between 4-5 MMTPA, which will require a daily gas production of 600-700 million standard cubic feet per day (MMSCFD). For a shale gas to LNG project to be economically viable, the available natural gas reserves should be sufficiently large to supply and maintain an LNG train at full capacity for a designed period. This is evaluated using average single well production profile from two shale plays by considering the number of horizontal shale gas wells to be drilled, decline gas production rates, gas price, facilities cost needed to supply two LNG trains at full capacity for 20 years.
Biography:
Abstract:
The use of data analytics, and the loosely defined 'Digital Oilfield' have been one of the most talked about emerging technologies in the oil and gas industry for the last decade or so.
The industry has more than embraced these innovations, and is now exploring the next big breakthrough for digitizing its operations.
Harshit Sharma will present:
- A technology roadmap of how the future, digital oil and gas industry will look like by 2030
- Identifying key movers and players who are accelerating this renovation
- Debate the likely challenges and issues which need resolving for the industry’s subsequent advance
M. Rafiqul Islam
Emertec Research and Development Ltd, Canada
Title: A Novel Thermochemical Model For Nano-materials And Its Applications in the Petroleum Industry
Biography:
Abstract:
Xiaodong Dai
Shanghai Normal University, China
Title: The drag reduction and degradation characteristics of poly α olefin in diesel via rotating disk apparatus
Biography:
Poly α olefin/diesel system was studied by experiments with a rotating disk apparatus, to investigated drag reduction and degradation behavior. Four different concentrations were tested with time, rotating speed, temperature, mechanical and ultrasound treatment. The results show that there are an optimum time and maximum DR% for drag reduction, and DR% increases slowly with temperature in diesel. The higher concentration possesses shorter optimum time but higher rotating speed to take effect. Also, higher DRA concentration shows better degradation resistance at intensive shear and ultrasound circumstance. This phenomenon could be attributed to poly α olefin prefer to form more clusters than single-molecule forms at high concentration, compared with the lower one.
Abstract:
Nadine El Tanahy
The American University in Cairo, Egypt
Title: Egypt’s Shale: Mapping the Unconventional Hydrocarbon Potential from the Western Desert to the North and South Gulf of Suez.
Biography:
Abstract:
Based on the published data, Egypt’s unconventional hydrocarbon potential is estimated to be around 500 TCF of Gas in Place and 200 Billion barrels of Oil in Place. Multiple publications discuss certain source rocks potential of the Egyptian basins but none compare and/or map all possible source rocks of Egypt based on quality and productivity. The source rocks of Egypt vary in quality, hydrocarbon type and productivity across Egypt; from the Western Desert, WD, to the Gulf of Suez, GOS. They also vary within the same basin based on depth, maturity and hydrocarbon potential. Mapping the source rocks across Egypt will help the operating companies to properly rank the source rocks of the Egyptian basins and increase the success rate of unleashing this considerable potential. This study purports to analyze the various published and current researches on the geologic and reservoir data related to Egypt’s unconventional reservoirs to generate a solid scientific mapping of Egypt potential across Egypt.
The parameters used to map the unconventional potential across Egypt include, but are not limited to, the total organic carbon TOC, the free hydrocarbon S1, the source rock potential S2, the CO2 component S3, the level of maturity LOM, the vitrinite reflectance VR, the hydrogen index HI, the oxygen index OI, the production index PI, and maximum temperature Tmax. All data are based on lab measurements either on core or ditched samples. These parameters help afford the data needed in order to illustrate the current understanding of the quality and quantity of resources in Egypt. Explicit data from fields across Egypt is used to build assessments that identify the quality and the productivity potential of Egypt’s unconventional reservoirs
Biography:
Abstract:
Both chemical industry and academia search for alternative solvents to meet the cleaner technology requirements since the most widely used solvents are volatile and harmful.
The capacity and selectivity of these organic solvents in each of these systems were determined from the tie-lines data. The capacity of the isobutyle acetate was found to be the highest among the other solvents, and its selectivity was also the highest. Similar results also were obtained for the ethyl methyl keton but gave less capacity and selectivity as compared to the isobutyle acetate. It can be concluded that both isobutyle acetate and ethyl methyl keton are good solvents for extraction of phenol from industrial water.
The analysis and efficiency of phenol extraction from the industrial water using different solvents, were investigated. To our knowledge, the experimental information available in the literature for liquid-liquid equilibria of ternary mixtures containing the pair phenol-water is limited. Therefore the purpose of the present investigation is to generate the data for the water-phenol with different solvents to aid the correlation of liquid-liquid equilibria, including phase diagrams, distribution coefficients of phenol, tie-lines data and selectivity of the solvents for the aqueous phenol system.
The ternary equilibrium diagrams and tie-lines data for systems containing Water-Phenol-Benzene, Water-Phenol-Chloroform, Water-Phenol-iso-Butyl Acetate, Water-Phenol-Butanol, Water-Phenol-Ethyl Methyl Keton and Water-Phenol-Toluene, were determined at 303 K and atmospheric pressure.
The liquid-liquid equilibrium data of ternary systems were correlated to the NRTL, UNIQUAC and UNIFAC models of activity coefficient to determine their adjustable parameters. The standard deviations from experimental compositions were calculated. Results show that the correlation may be greatly improved by applying the NRTL model with the regression criteria based on minimizing the experimental and calculating distribution coefficients SK to give an average value of the root mean square deviation about 1.436 % and in terms of the average errors in the distribution ratio for all tie-lines about 10.776 %.
Biography:
Abstract:
The carbonate Jeribe Formation of the Middle Miocene age has been studied from the well Hr-49 in Hamrin Oilfield depending mainly on the data from the available wire line logs. The technique of the quick look method used for preliminarily indicating the existence of the hydrocarbons in the studied formation and the possibility of their movement for production. The calculated values of the porosity and permeability aided in determining four flow zones representing four unique hydraulic flow units. The cutoff of 0.6 Movaeble Hydrocarbon Index also used to differentiate between zones containing movaeble hydrocarbons and zones of water bearing or of non movaeble hydrocarbons (zones of high residual hydrocarbon saturation). Accordingly, the gross 47m thickness of the Jeribe Formation appeared to be containing hydrocarbons with different saturations intercalated with narrow water bearing horizons. The highest production efficiency exists at the upper part of the formation (Reservoir Unit 4A) and the lowest at the lower part (Reservoir Unit 2). Production looks to be supported by the secondary porosities (fractures or voids) that been detected in different depths along the studied section.
Lalitkumar Kshirsagar
Maharashtra Institute of Technology, India
Title: A comparative assessment of porosity permeability relationship in carbonate and sand shale system in the evaluation of risk and uncertainty in conventional petroleum system
Biography:
Abstract:
An overview of porosity-permeability relationship in sand-shale and carbonate systems is discussed with available case studies. They are heterogeneous systems ranging from excellent reservoirs to tight-impermeable rocks. Large variation in composition, depositional textures and structures is common in occurrence. Carbonates system tend is complex and difficult to predict compared to the sand system. In general, based on statistical records these two systems together represent ninety-eight percent of reservoir rocks in the reported case histories of conventional petroleum system. In addition, ninety-six percent of source rocks are made of shale and mud component in carbonates while sixty-eight percent of them provide sealing mechanism in the petroleum geosystem from the available records.
The poroperm relationship with increasing depth is demonstrated using large dataset available on these systems., Other variables like density, pore size, shale volume and mineralogy have also been used wherever possible. Permeability dispersion in both systems is often anomalous particularly in the presence of mudstone in both systems as compared to porosity variation against depth suggesting heterogeneous behaviour on a core to log scale responsible in changing threshold pressure due to pore throat size. Calculation of shale volume and clay mineralogy plays a key role in sand shale system while grain size changes and diagenetic reactions control variation in the carbonate system while discussing the poroperm. Often features like bioturbation change the poroperm trend. Micro-scale anisotropy is one factor that is found to influence permeability which, in carbonates, can cover an extremely large range even in a single reservoir. Bedforms are influential in controlling permeability changes in the sand shale system. In general, depositional environment plays a key role in developing heterogeneity and also anisotropy. Fracturing may enhance permeability in sandstone reservoirs. Therefore, it is recommended to develop an analogy with the outcrop to understand the precise variation in the rocks.
Poroperm relationship with increasing depth particularly in the realization of gross to net thickness is crucial in improving understanding on quality of reservoir and thus certainty level is this high investment game of risk and uncertainty.