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From the overall analysis of the results it is concluded that Sunlight Peak gas hydrate accumulation behaves differently than other Class III reservoirs (Class III reservoirs are composed of a single layer of hydrate with no underlying zone of mobile fluids) due to its smaller thickness and high angle of dip.
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For the classification purposes where the ANN tries to predict the correct label of conceptual reservoir models from the normalized pressure derivative data, the corresponding labels (i.e., reservoir classes) of the input data are used as the main targets for the trained networks.
Thus, the bioclasts in the high-quality reservoirs in Class I mixed sediments contributed largely to the primary porosity.
The development of the high-quality reservoirs of Class II mixed siliciclastic carbonate sediments was mainly controlled by high-energy depositional environments, feldspar dissolution, pore-lining dolomite and hydrocarbon charging in the early stage.
The conclusion which can be drawn from this numerical simulation exercise is that, for the specific case of gas hydrate reservoirs of class 1, smaller well-spacing system tends to yield higher gas production.
The development of the high-quality reservoirs of Class I siliciclastic carbonate sediments was mainly controlled by a high-energy depositional environment, high bioclastic content and pore-lining dolomite and hydrocarbon charging in the early stage.
This uncertainty is especially interesting in light of the importance of Gram positive organisms as environmental reservoirs of class 1 integrons [ 15].
Seventeen percentage of the high-quality reservoirs occurred in Class II mixed siliciclastic carbonate sediments, and only 7% high-quality reservoirs occurred in Class III mixed siliciclastic carbonate sediments.
Intrafossil pores were common due to soft biological decay, forming the main reservoir space of the high-quality reservoir rocks of Class I.
The structural model includes 5 faults, 42 reservoirs and 290 classes that have been developed carefully and accurately with high reliability.
The presence of a retrograde gas-condensate fluid incorporates an additional layer of complexity to the performance of this class of reservoirs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com