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EAGE Asia Pacific Virtual Geoscience Week
- Conference date: April 19-23, 2021
- Location: Online
- Published: 19 April 2021
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Frontier Basin Study: Offshore Eastern Sri Lanka Basin, 2D Petroleum System Modelling
More LessSummarySri Lanka offshore basins are high-potential, frontier basins with little existing exploration activity and few previously acquired data sets. The offshore is composed of several sub-basins and, for these basins, so far only five wells have been drilled in the northern Gulf of Mannar. The rest of Sri Lanka offshore basins remain under-explored. To reconstruct the geological history of Sri Lanka, the paleo-position and tectonic movements of the East Africa conjugate margin related to Madagascar, India, Sri Lanka, and Antarctica are of pertinent interest. This study aims to understand the offshore Eastern Sri Lanka petroleum systems. To do this, we applied two-dimensional petroleum system modelling along two representative sections in the offshore basin of Eastern Sri Lanka by employing information from analogue Gondwana breakup-related basins offshore Mozambique (Angoche) and Eastern India (Krishna-Godavari (K-G)). Source rocks were postulated to occur in syn-rift graben and post-rift marine depositional settings. Thermal history modelling included temporal and spatial variations heat flow to consider the evolution from rift to drift phases. This pilot project aims to acquire knowledge on the hydrocarbon prospectivities of the offshore Eastern Sri Lanka region.
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Assessment of shale gas potential of Paleozoic shales from Western Peninsular Malaysia
Authors I. Syed and E. PadmanabhanSummaryGas extraction through a specific shale formation mostly relies on its gas storage capacity. In unconventional system i.e., shale gas, gas is largely stored in the pores spaces and adsorbed on the surface of mineral and organic matter particle. Thus, sorption properties along with mineralogical and geochemical characterization can deliver valuable information on the gas storage capacity of a specific shale formation. Paleozoic black shale-bearing formations are widespread in WP Malaysia. However, there is a lack of published literature present on WP Malaysia shale formations regarding the methane adsorption capacities at reservoir T&P, geochemical and mineralogical analysis which reveals their potential as shale gas reservoirs. Therefore, sixteen samples from seven Paleozoic formations of different geological ages (Silurian-Permian) were collected. These Paleozoic Formations are exposed at Langkawi, Kedah, Perlis, and Perak state of WP Malaysia and grouped into four divisions on the basis of their age i.e., Silurian-Devonian (Baling and Bendang Riang Formations), Devonian (Sanai and Timah Tasoh Formations), Carboniferous (Kubang Pasu, Sanai and Batu Gajah Formations), and Permian (Kubang Pasu Formation). For the assessment of shale gas potential, a comparison of key major properties of the WP Malaysia shale to the world-renowned potential gas shale reservoirs was also examined.
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Characterization of Shale’s Sweet-Spots
Authors S. Prajapati and E. PadmanabhanSummaryThis study draws together pre-stack inversion, basic rock physics analysis, and well-log to discuss how to identify and characterize the shale “sweet-spots”. First, consider the influence parameters to model the amplitude variation with offset (AVO) synthetic results to explain the shale characteristics. Then using elastic inversion results imposed on well-log data to separate the Shale and Sand reservoir. The results show that velocity and Poisson ratio are the most sensitive elastic parameters to indicate the lithologic properties of sweet spot in tight sandstone reservoir. The P-impedance and porosity relationship clearly explain the shale characteristics and discriminate with the other lithological properties. Such kind of study open the possibility and opportunity to understand about shale fracture reservoir, as shale itself contain an anisotropy behavior with extremely low permeability.
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Geophysical Techniques for Unconventional Fracture Characterization
Authors R.R. Kristen Samy, S. Prajapati and E. PadmanabhanSummaryThe thickness of the complex fracture beds in shale plays a major role in controlling the porosity and permeability in fractured shale reservoir. Shale has high number of fractures with high Poisson’s ratio, high Young’s modulus, and high brittleness. These complex fractures affect the porosity and permeability in reservoir which impacts the production of oil and gas. Thus, the identification of fracture thickness is essential since it controls the porosity and permeability of shale reservoir. This study demonstrates on the identification of the thickness of fracture by geophysical method since it provides a solution. The thickness of fracture can be estimated using rock physics analysis followed by the selection of seismic attribute. Besides, RGB Blending and Unsupervised Vector Quantizer (UVQ) on fracture network can enhance the visibility of fracture since the minor fracture has low frequency due to its thickness. Lastly, generating wedge modelling is the final route to identify the thickness of fracture bed. We concluded, that, such kind of study for complex fracture help to improve the productivity from shales fracture reservoir and increase the production.
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Data Mining Approach Evaluates the Impact of Depositional Environment on Gas Reservoirs Performance
Authors E. Pratama, D.R. Febriansanu and A.J. WidiatamaSummaryIn a conventional way, evaluating the impact of depositional environment on the reservoir performance requires a comprehensive subsurface study from geological modelling to numerical simulation which is a very expensive and time-consuming process. This study aims to establish a link between depositional environments and the performance of non-associated gas reservoirs using an integrated data mining workflow. Primary data for this study is from the public domain data. To mine the data, a customized R script was developed using optical character recognition, regular expression, and rule-based logic to extract subsurface data attributes from thousands of documents in unstructured formats. Having identified subsurface data types and attributes, the data structure was then created in order to develop the subsurface database in a structured query language (SQL) database relational format. All extracted contents were transformed, cleansed, and quality checked before loaded into the database. A business intelligent dashboard was then developed to visualize the knowledge discovery from exploratory data analysis (EDA) and machine learning (ML) analysis. By applying the data mining workflow proposed in this study would provide meaningful insights from raw data in a quick way and can be a prudent complementary tool for the conventional subsurface study.
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Unraveling Hydraulically Fractured Shale-Microbe Interaction for Biogenic Methane Enhancement
Authors M. Ganeson and E. PadmanabhanSummaryShale is a source of salinity that selects for organisms that produce osmoprotectants like glycine-betaine. This substrate can be fermented by the consortium of microbial community to yield sustainable methanogenic substrates. Thus, the information provided here would able to give a sufficient overview of methanogenesis in hydraulic fractured shale and may enable the microbiologist, geologist and engineers to work in a collaborative manner to explore the possibility of advancing biogenic methane as future energy technology.”
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Machine Learning model to predict the contact of angle using mineralogy, TOC and process parameters in shale
Authors S. Ameenuddin Irfan, M.Z. Fadhli and E. PadmanabhanSummaryA machine learning is needed to predict the contact angle in the shale using the process parameters and TOC and Minerology of the shale. Minerology and Total Organic Carbon (TOC) content are some of the important parameters to be evaluated for reservoir characterization. Wettability is the capability of a liquid to remain in contact with a solid surface affected by the balance of both intermolecular force of adhesive force (liquid to surface) and cohesive force (liquid-liquid). The study aims to investigate the effect of both parameter, TOC, and mineralogy on the shale wettability with a case study of Malaysian shale sample. The values for each parameter, TOC and minerology are obtained through thermal pyrolysis and X-ray diffraction, respectively. Advance application is carried out by applying the machine learning technique to predict the effect of shale TOC and minerology to wettability of the reservoir rock. The application aims to develop a machine learning program using the algorithm of Support Vector Machine or Gaussian Process Regression to successfully predict the contact angle. The developed model has successful in prediction the contact angle for different input variables of the machine learning model with high r squared values.
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Process Parameter, Mineralogy, and Wettability Influence for CO2 Adsorption on Terengganu Shale Samples and their Interrogation on Improved Oil Recovery
Authors D.F. Abdulkareem, S. Irfan and E. PadmanabhanSummaryIn this study, adsorption of CO2 on Terengganu shale core samples will be discussed. The working parameters effect on adsorption capacity such as temperature and pressure are studied. A number of analytical analyses such total organic carbon (TOC), X-ray diffraction (XRD), Fourier Transform Infra-red Spectroscopy (FTIR), field Emission Scanning Electron Microscopy (FESEM), surface area and porosity analyzer (Brunauer, Emmett and Teller (B.E.T.)) are investigated. The volumetric adsorption technique is utilized to conduct adsorption measurements at up to 150 bar pressure and 30, 45, and 70oC temperatures to stimulate reservoir conditions. The adsorption and measurements are described in term of equilibrium isotherm models such as Langmuir, Freundlich, Toth, and Sips to demonstrate the adsorption process in term of physical/chemical, homogeneous/ heterogeneous, monolayer/multilayer, and pore filling phenomenon. The kinetic measurement of shale sample is analyzed based on Pseudo First Order and Pseudo Second Order. The results showed that shale characteristics in term of minerology and porosity can plays a vital role in CO2 adsorption capacity. The total organic carbon (T.O.C) for the collected sample shows a range of 2.0 – 3.0 weight percent, which provides an indication of organic matter present. The mineralogy of the Terengganu core shale sample shows the evidence of clay minerals present up to 45% in the rock geometry, which can be an important factor to provide a potential to adsorb CO2 gas .Furthermore, the FESEM results provide a solid evidence of clay mineral present on surface. The average pore size of shale samples are in the range of 13.5 – 14.1 Nm which represents the shale samples as mesoporous. Based on the isotherm plots, result shows the type II adsorption isotherm according to the Brunauer, Deming, and Teller classification. This indicates the occurrence of micro-pores filling. Pressure and temperature parameter plays a major role in CO2 adsorption capacity in shale rock. Increasing the pressure with low temperature can increase the amount of CO2 adsorption in rock. Moreover, increasing pressure and temperature may result in less CO2 adsorption, which can supports physical adsorption as the dominant process. The best fitted isotherm models with the experimental results are Langmuir, Freundlich and Toth, which supports both mono- and multilayer with heterogeneous coverage. The k2 (diffusion) rate constant illustrates higher values compared to k1 (chemisorption) for all Terengganu shale sample with different temperature. Higher rate of constant in this work is shown by the diffusion process. A diffusion phenomenon is more dominant than chemisorption during CO2 adsorption. The findings of this study could help provide detail information about the influence parameters pressure, temperature, and mineralogy that increase the potential of CO2 adsorption and indirectly contribute to enhancing oil recovery (EGR)
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Java volcanic arc: what lies beneath? the overlooked subvolcanic petroleum potential in Java Island.
SummaryJava is an active volcanic arc that resides in the southwestern - southern boundary of Sundaland edges. The volcanic arc consists of several volcanism episodes, with a relatively younging trend northward (Late Oligocene to Pleistocene), following the Indo-Australian plates inward migration. In contrast to the prolific neighboring basins in the Northern edges of Java Island; the basin reconstruction and development in Bogor to Kendeng Troughs are overlooked and lays bare the challenge to the seismic imaging due to the immense Quaternary volcanic eruption covers. However, oil and gas seepages around the North-Central part of the Island confirmed the active petroleum generation. Five focused window areas are selected. A total of 1,893 Km sections, 584 rock samples, 1569 gravity, and magnetic data, and 29 geochemical samples (rocks, oil, and gas samples) were acquired during the study. Both Bogor and Kendeng Troughs are active petroleum systems that generate type II /III Kerogen typical to the reduction organic material derived from transition to the shallow marine environment. The result suggests that these basins are secular from the neighboring basins, The Northwest and Northeast Java Basins, characterized by oxidized terrigenous type III Kerogen.
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Sumatera Basement Rocks; Outcrop Analogs for the Porosity and Permeability for Naturally Fractured Reservoir
Authors A. Rudyawan, E. Septama, I. Gunawan, B. Rama and Y. FestianSummaryThe discovery of significant hydrocarbon reserves in bedrock in Indonesia poses two concerns that need to be addressed: (a) how to characterize basement rocks in modeling bedrock as a natural reservoir for hydrocarbons and (b) what processes govern the accumulation of hydrocarbons in bedrock. However, not all open fractures contribute to the discharge of hydrocarbons. Therefore, identification of critical fractures becomes a component in basement fracture characterization. Comparing results between calculated and actual measurements of porosity and permeability suggests that the empirical calculations overestimated the porosity almost two folds of the magnitude. Applying 50% correction to the aperture brought down the porosity value. However, it appears to have no effect on the calculated permeability. Higher fracture density values seem not to guarantee larger permeability. We propose that fracture connectivity plays a more vital role in determining basement permeability.
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Enhancing Seismic Image Quality through an Automatic Refraction Static Correction: A Machine Learning Application in Web Based Seismic Processing
Authors P.D. Wardaya, E. Septama, R. Pratama, V. Rossa, A. Mulawarman and T. SetiawanSummaryOnshore seismic survey in Indonesia often poses static problem due to highly heterogeneous near surface velocity structure. We implemented an automatic refraction static workflow with machine learning algorithm to perform first break picking. The subsequent step includes multi layer modeling, ray tracing, and tomo-static calculation. Application of the method to the East Java onshore 2D dataset has proven the effectiveness of the workflow. Significant improvement on the data quality has been achieved. Enhancement of event continuity as well as increasing signal to noise ratio have been successfully attained. The resulting shallow velocity-depth profile may also be utilized in the depth imaging shallow velocity model to obtain better imaging quality.
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OBNEM exploration in the South China Sea
More LessSummaryThe ocean bottom node electromagnetic (OBNEM) exploration technology, as a kind of marine electromagnetic exploration technology, has been recognized by an increasing number of oil companies for its role in reducing drilling risks. In recent years, with the support of the National 863 Project and the Enterprise Industrialization Project, the development of submarine high-power current-emitting system and high-precision electromagnetic sensor have made significant breakthroughs. The working current of our self-developed launching system has obtained 1140A, the daily drift of high-precision sensor is up to 30 microvolts, and the noise level of characteristic frequency point reaches pT. The OBNEM exploration equipment has been tested and applied in the South China Sea region, both for the detection of hydrate resources and deep seabed oil-gas resources.
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Mixed Carbonate Clastic Exploration Seismic Stratigraphy, A Case Study, Central Luconia, Sarawak Basin
Authors K. Poret and P. HenglaiSummaryThe objective of this study is to determine the sediment distribution of an unexplored area in Central Luconia, offshore Sarawak. The area is interpreted as a complex mixed carbonate siliciclastic depositional system deposited during Early Miocene Cycle II and Cycle III time resulting from sea level change, tectonics, sediment influx, and accommodation. No wells penetrate the Early Miocene in the study area. As a result, regional knowledge, seismic stratigraphy and geomorphology were used to generate three seismic depositional facies maps and a conceptual depositional model for exploration. The depositional facies maps were created using two seismic data sets interactively in the study area, an Acoustic Inversion (AI) volume and Pre-Stack Time Migration (PSTM) volume. Each survey has its own strength. The AI volume better defined the complex carbonate edge wing morphologies as described by Kosa, 2015 and the PSTM better imaged individual stratigraphic elements within the carbonate buildups. Both the acoustic inversion and velocity were used to interpret siliciclastic versus carbonate sediment. Three seismic facies, siliciclastics, carbonates, and mixed siliciclastic carbonate were interpreted using both seismic volumes
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Preliminary Organic Geochemical and Petrographical assessment of Coal-bearing Kudat Formation
SummaryThe natural oil seepage in central part of Kudat Peninsula northwest Sabah indicate there is an active petroleum system in the study area with a mature source rock has reached its oil generation level. An active petroleum source rock is probably located in offshore and buried at sufficient deeper depth to be mature. However, information of the active source rock in this area is very limited and unknown. This study presents preliminary geochemical and petrographical assessment of the organic-rich sediment of Sikuati Member. The source rock potential is analyzed through bitumen extraction and liquid column chromatography analyses. The gas chromatography-mass spectrometry and maceral analysis were used to determine the kerogen type and assess paleo-redox condition. The maturity of the source rock is determined by biomarker analysis and vitrinite reflectance. It can be concluded that the coal sample has high source rock potential, which is composed of terrestrial organic matter deposited in sub-oxic condition, originated from mangrove and being transported to delta plain environment. The analysed samples is dominated by Type III kerogen with very minor amount of Type II/m kerogen. The level of thermal maturity ranges from immature to early mature.
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Facies-based petroleum system of northern onshore Sarawak Basin
More LessSummaryThis work presents the facies-based petroleum system of the Tatau-Bintulu area in northern Sarawak, represented by the Belaga-Tatau-Nyalau formations. The Nyalau Formation exposures can be closely related to the offshore hydrocarbon-producing Balingian Province of Cycle I/II. Twelve facies associations are recognized from the formations, which form elements of larger-scale facies successions. The Belaga-Tatau-Nyalau formations are interpreted as mixed tide- and wave-influenced coastal to deep marine depositional system. The facies identified and the geological setting of the area are evaluated for potential elements in a petroleum system. Wave-dominated shoreface succession forms good reservoir-seal with shoreface sand overlain by muddy estuarine-bay. The fluvial channel forms good quality stacked reservoir enclosed by carbonaceous mud and coal bed, followed by the deposition of heterolithic-mud filled tidal channel sealed by muddy estuarine-bay, forming moderate-poor reservoir-seal potential. Tidal bar and mouth bar form broad amalgamated sand bodies with good horizontal and vertical flow properties, overlain either by muddy bay or prodelta mud. The distal turbidite sand forms moderate to poor reservoir with the interbedded basinal mud impeding the upward flow of hydrocarbon. As such, Belaga-Tatau-Nyalau formations possess a viable petroleum system depending on the facies that made up the geological element in a depositional environment.
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Determining fluid saturations in a low resistivity, heterogeneous siliciclastic oil reservoir, offshore Vietnam
Authors K. Horaguchi, L. Knapp, Y. Maehara and Y. KuriyamaSummaryOne of JOGMEC’s project partners has drilled several wells in a low-resistivity, dominantly alluvial siliciclastic reservoir in offshore Vietnam. Fluid distribution and volume estimation has been highly uncertain due to the low apparent resistivity of the reservoir. This study was performed to decrease uncertainty in the evaluation of the field by characterizing the controls on resistivity and water saturation. Forty-nine core plugs were analyzed using Dean Stark, XRD, XRF, SEM, SEM-EDS, micro-CT, He-permeametry, MICP, NMR T2, and centrifuge. Lab results were integrated with basic and advanced petrophysical analyses, which included NMR T2 factor analysis, T2 modeling, and pseudo-Pc analysis. The study concluded that the main mechanism for low resistivity in the studied interval is high water saturation, but that bound water can be significant and highly variable. The study also demonstrates a workflow that can be used to determine fluid saturation in low-resistivity, lithologically-complex reservoirs. The integration of laboratory centrifuge-NMR T2 and well log NMR T2 revealed that 11 ms is a much more realistic free/bound fluid cut-off than the default value of 33 ms for sandstones.
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