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Keywords: permeability prediction
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Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 12–14, 2021
Paper Number: SPE-205602-MS
... approaches to porosity and permeability prediction in complex sand-silt-clay lithologies of oil reservoirs. Two machine-learning frameworks were constructed and tested by coupling an ML concept and petrophysical logs to demonstrate the importance of domain-knowledge expertise in porosity and permeability...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 18–20, 2010
Paper Number: SPE-132361-MS
... flow quality indicator flow quality indicator concept machine learning facies permeability fluid dynamics permeability prediction spe 132361 fqi concept reservoir core data shale application impermeable member flow in porous media vsh core permeability indicator Introduction...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 18–20, 2010
Paper Number: SPE-133209-MS
... permeability profile throughout a particular formation horizon as opposed to the permeability obtained from well test analysis, which provides an average value for the entire drainage area of the well. The method presented in this paper delineates a general methodology for permeability prediction from well...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, April 5–7, 2005
Paper Number: SPE-93816-MS
... by the depositional environment, but rather were formed by diagenetic processes. Empirical observations of poor permeability matching within discreet reservoir temperature ranges highlighted a concern of the possible effects of clay diagenesis on the Arthit permeability prediction. As a result, existing Arthit...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, April 5–7, 2005
Paper Number: SPE-93363-MS
... This paper presents a similar study to that of Pittman's but is specifically emphasized on utilizing Pittman's approach for permeability estimation (Pittman did not intentionally conducted it for permeability prediction). This study is also the first study that uses samples from Indonesian...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 8–10, 2002
Paper Number: SPE-77889-MS
.... The first part of this paper covers an extensive review of the existing correlations in literature. The use of porosity and other petrophysical properties of rock in permeability prediction is discussed for carbonaceous rocks. This discussion also covers the usefulness of a wide variety of correlations...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 8–10, 2002
Paper Number: SPE-77883-MS
... handling any inherent non-linearity. Genetic algorithm is a new intelligent computing method, based on which the technology of permeability prediction is developed. The approach adopted here allowed us to integrate the theory of survival of the fittest into our geologic understanding of the reservoir...

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