TY - JOUR
T1 - Study comparative rock typing methods to classify rock type carbonate reservoir Field "s" East Java
AU - Haikel, S.
AU - Rosid, M. S.
AU - Haidar, M. W.
N1 - Funding Information:
Authors would like to thanks PT. Pertamina PetroChina East Java for allowing authors to use the data in this study. Also for Kresna Bima Sudirgo, Rizky Miftahul Akbar, Reza Wardhana, Muhammad Iksan, and Mario Christy for the enjoy discussion during this job. Thanks also to DRPM Universitas Indonesia for financial support of PITTA’s grant No: 2279/UN2.R3.1/HKP.05.00/2018.
Publisher Copyright:
© Published under licence by IOP Publishing Ltd.
PY - 2018/12/23
Y1 - 2018/12/23
N2 - Challenges in the characterization of the carbonate reservoir are related to rock type and porosity. The permeability cannot be determined only by porosity. So the method that can be used to classify rock type and estimates the permeability is rock typing method. This study uses several rock typing methods that are Flow Zone Indicator (FZI), Winland R35, Pore Geometry Structure (PGS), and Lucia method. Core data from three wells have been applied in this study as reference wells. The objective is comparing those four methods and choose the best method for this study. There are two assessments in comparing. First, comparing the core permeability with predicted permeability on each method of rock typing. The result is the Winland R35 method has a better correlation between predicted permeability and core permeability, which have the value of the gradient is 0,9772, R 2 is 0,9369 and RMS error is 62,14 mD. Second is by spreading the seismic parameters data to see the separation of each class in each method of rock typing. From this assessment, Lucia has a better distribution of seismic parameters. This assessment is more important than the first assessment. Therefore, Lucia is the best rock typing method in this study.
AB - Challenges in the characterization of the carbonate reservoir are related to rock type and porosity. The permeability cannot be determined only by porosity. So the method that can be used to classify rock type and estimates the permeability is rock typing method. This study uses several rock typing methods that are Flow Zone Indicator (FZI), Winland R35, Pore Geometry Structure (PGS), and Lucia method. Core data from three wells have been applied in this study as reference wells. The objective is comparing those four methods and choose the best method for this study. There are two assessments in comparing. First, comparing the core permeability with predicted permeability on each method of rock typing. The result is the Winland R35 method has a better correlation between predicted permeability and core permeability, which have the value of the gradient is 0,9772, R 2 is 0,9369 and RMS error is 62,14 mD. Second is by spreading the seismic parameters data to see the separation of each class in each method of rock typing. From this assessment, Lucia has a better distribution of seismic parameters. This assessment is more important than the first assessment. Therefore, Lucia is the best rock typing method in this study.
KW - Carbonate
KW - Impedance
KW - Permeability
KW - Rock type
UR - http://www.scopus.com/inward/record.url?scp=85059434784&partnerID=8YFLogxK
U2 - 10.1088/1742-6596/1120/1/012047
DO - 10.1088/1742-6596/1120/1/012047
M3 - Conference article
AN - SCOPUS:85059434784
SN - 1742-6588
VL - 1120
JO - Journal of Physics: Conference Series
JF - Journal of Physics: Conference Series
IS - 1
M1 - 012047
T2 - 8th International Conference on Theoretical and Applied Physics, ICTAP 2018
Y2 - 20 September 2018 through 21 September 2018
ER -