2023
DOI: 10.3389/fmars.2023.1055843
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Reservoir classification and log prediction of gas hydrate occurrence in the Qiongdongnan Basin, South China Sea

Abstract: Classifying natural gas hydrate reservoirs effectively and carrying out reservoir classification modelling is crucial, but to date, research on building artificial intelligence-assisted logging curve reservoir classification models is not abundant. As exploration and development have progressed, an increasing number of fine-grained reservoirs are being discovered, and their strong heterogeneity makes correct reservoir classification even more important. Two wells used for detecting hydrates in the Qiongdongnan… Show more

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Cited by 5 publications
(2 citation statements)
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“…The basin exhibits widespread development of mud diapirs, gas chimneys, and other fluid activities. 29,30 These fluid leakage channels manifest in diverse forms, scales, and exhibit complex genetic and evolutionary processes. As a result, the Qiongdongnan Basin has become a focal point in current research on fluid leakage systems.…”
Section: Reservoir Model Of Three Gas Reservoirs Geological Settingmentioning
confidence: 99%
“…The basin exhibits widespread development of mud diapirs, gas chimneys, and other fluid activities. 29,30 These fluid leakage channels manifest in diverse forms, scales, and exhibit complex genetic and evolutionary processes. As a result, the Qiongdongnan Basin has become a focal point in current research on fluid leakage systems.…”
Section: Reservoir Model Of Three Gas Reservoirs Geological Settingmentioning
confidence: 99%
“…These reservoir models need to account for multiphase fluid flow, heat transfer, and thermodynamics of hydrate formation and dissociation, in addition to the changing porosity and permeability of the reservoirs. Therefore, coupled mass and energy balance equations are solved in the simulations, which consider the equilibrium kinetics of hydrate formation and dissociation. ,, Generally, homogeneous reservoirs have been used in simulation studies and only a few studies describe the dynamics of heterogeneous reservoir behavior. , However, the flow properties and initial conditions that are used in the reservoir simulations are not deterministic. This is because we use small samples of the reservoir rocks from the well to determine these properties from laboratory tests . During the drilling process of a well, a compact core sample is extracted, and subsequently, the laboratory conducts direct measurements of both porosity and permeability. , The flow properties of a reservoir can be estimated by field tests at wells, using indirect methods such as logging, however, this gives information for the areas around the well only. This technique samples a greater, although still extremely limited volume. It is also possible to use multiple wells to reduce the uncertainty in the log data collected, but that will increase the cost of the testing.…”
Section: Introductionmentioning
confidence: 99%