THE APPLICATION OF CLUSTERING METHODS (MRGC, AHC, DC, SOM) DETERMINING PERMEABILITY CARBONATE RESERVOIR ROCKS ILAM FORMATION IN SOUTH WEST IRAN

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MOALLEMI S.A.; KHOSHBAKHT F.; NAGHDI S.

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Journal: IRANIAN JOURNAL OF PETROLEUM GEOLOGY Year:2016 | Volume:5 | Issue:10 Page(s): 62-80

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Title

THE APPLICATION OF CLUSTERING METHODS (MRGC, AHC, DC, SOM) DETERMINING PERMEABILITY CARBONATE RESERVOIR ROCKS ILAM FORMATION IN SOUTH WEST IRAN

Author(s)

MOALLEMI S.A. | KHOSHBAKHT F. | NAGHDI S. | Issue Writer Certificate

Keywords

CLUSTERINGQ2

PERMEABILITYQ2

WELL LOGGINGQ2

ILAM FORMATIONQ2

Abstract

The PERMEABILITY of reservoir parameters is important in the calculation and modeling reservoir plays a role. Measured directly via cores taken from the reservoir layer can be achieved. But due to the limited amount of core taken in a field and laboratory methods as well as high cost; use indirect methods to determine the wells without core PERMEABILITY is great value. In this study, using CLUSTERING methods using petro physical logs PERMEABILITY values were measured and analyzed. For this purpose, petro physical logs ILAM FORMATION selection of 8 wells and addition of data measured in vitro PERMEABILITY 3-ring is used to compare the results. Log PERMEABILITY effective porosity in the well using the parameters A with the core PERMEABILITY data, estimates and then check the accuracy of estimates, calculations also took place in other fields of study. In the next step, using CLUSTERING method, was estimated PERMEABILITY. Then the results with experimental data and correlation coefficient, the best method is introduced.

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APA: Copy

MOALLEMI, S.A., KHOSHBAKHT, F., & NAGHDI, S.. (2016). THE APPLICATION OF CLUSTERING METHODS (MRGC, AHC, DC, SOM) DETERMINING PERMEABILITY CARBONATE RESERVOIR ROCKS ILAM FORMATION IN SOUTH WEST IRAN. IRANIAN JOURNAL OF PETROLEUM GEOLOGY, 5(10), 62-80. SID. https://sid.ir/paper/253073/en

Vancouver: Copy

MOALLEMI S.A., KHOSHBAKHT F., NAGHDI S.. THE APPLICATION OF CLUSTERING METHODS (MRGC, AHC, DC, SOM) DETERMINING PERMEABILITY CARBONATE RESERVOIR ROCKS ILAM FORMATION IN SOUTH WEST IRAN. IRANIAN JOURNAL OF PETROLEUM GEOLOGY[Internet]. 2016;5(10):62-80. Available from: https://sid.ir/paper/253073/en

IEEE: Copy

S.A. MOALLEMI, F. KHOSHBAKHT, and S. NAGHDI, “THE APPLICATION OF CLUSTERING METHODS (MRGC, AHC, DC, SOM) DETERMINING PERMEABILITY CARBONATE RESERVOIR ROCKS ILAM FORMATION IN SOUTH WEST IRAN,” IRANIAN JOURNAL OF PETROLEUM GEOLOGY, vol. 5, no. 10, pp. 62–80, 2016, [Online]. Available: https://sid.ir/paper/253073/en

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