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Keywords: correlation
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Proceedings Papers

Paper presented at the SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, November 16–18, 2021
Paper Number: URTEC-208298-MS
... gamma ray and classification task to output the formation type (coal or noncoal). The remainder of this paper is organized as follows: First, the correlation between ROP and gamma ray is presented. Next, XGBoost, the workflow of the machine learning model, and evaluation metrics are introduced. A case...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, November 16–18, 2021
Paper Number: URTEC-208276-MS
... hand, the ISIP could be affected by the stress shadow in the short term or by the mid-field fracture complexity becoming higher than the previous stage. The correlation between the ISIP and the closure pressure was established with these consecutive DFITs results. Although the gap between the ISIP...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, November 16–18, 2021
Paper Number: URTEC-208274-MS
... standard coal samples from cleated coal. Although there are reasonable amounts of work available to indirectly estimate material (e.g., sandstone rock) mechanical properties from the hardness by applying certain fitted correlations, few attempts have been carried out to confirm if such correlation exists...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, November 16–18, 2021
Paper Number: URTEC-208313-MS
... upstream oil & gas complex reservoir mineralogy impact adsorption machine learning regression accuracy variation correlation svr method padmanabhan testing data matrix artificial intelligence adsorption measurement information coefficient shale sample methane adsorption...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, November 16–18, 2021
Paper Number: URTEC-208345-MS
... strain and adsorption volume are linearly correlated regardless of the type of adsorbing gas, indicating that sorption-induced strain can be directly estimated from the Langmuir isothermal curve. The comprehensive data set from this work provides useful information for understanding coal anisotropic...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, November 16–18, 2021
Paper Number: URTEC-208392-MS
... and Devonian shales revealed that TOC is not the primary factor as clay minerals contribute more towards MSC in these shales. Clay mineralogy roles are skeptical as they may have positive, negative, or sometimes no correlation with MSC. The impact of pore structure parameters i.e., pore diameter, pore-volume...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, November 18–19, 2019
Paper Number: URTEC-198308-MS
... is important because different correlations impact the vertical and horizontal propagation of pressure in groundwater and reservoir models. Upstream Oil & Gas well logging Reservoir Characterization Queensland log analysis simple model walloon coal measure inversion process realisation...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, November 18–19, 2019
Paper Number: URTEC-198315-MS
... fracs, larger volume fluid and proppants have very strong correlation with higher productivity. Then an integrated reservoir modeling workflow is provided. All petrophysical properties, geology understanding, reservoir geomechanics features are included into a integrated geoscience model built with both...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, November 18–19, 2019
Paper Number: URTEC-198199-MS
... Upstream Oil & Gas organic matter correlation Alberta log analysis structural geology hardness measurement mineral Poisson lithofacies brittleness index dynamic poisson Canada British Columbia composition clay mineral geomechanical property Ahmadov , R. , Vanorio , T...
Proceedings Papers

Paper presented at the SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, November 18–19, 2019
Paper Number: URTEC-198239-MS
... monitoring fluid modeling Artificial Intelligence production logging coal seam gas taylor bubble mechanistic model coalbed methane Fluid Dynamics correlation equation of state Upstream Oil & Gas Simulation Reservoir Surveillance multiphase flow lattice firouzi closure relation stability...

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