The application of committee Machine with Intelligent Systems to the prediction of permeability from petrographic image analysis and well logs data: a case study from the South Pars gas field, South Iran
Permeability is the ability of porous rock to transmit fluids. An accurate knowledge of reservoir permeability is necessary for reservoir management and development. This study presents an improved model based on the integration of petrographic data, conventional logs, and intelligent systems to pre...
| Main Authors: | Ghiasi-Freez, J., Kadkhodaie, Ali, Ziaii, M. |
|---|---|
| Format: | Journal Article |
| Published: |
2012
|
| Online Access: | http://hdl.handle.net/20.500.11937/18117 |
Similar Items
Improving the Accuracy of Flow Units Prediction through Two Committee Machine Models: an Example from the South Pars Gas Field, Persian Gulf Basin, Iran
by: Ghiasi-Freez, J., et al.
Published: (2012)
by: Ghiasi-Freez, J., et al.
Published: (2012)
Petrophysical evaluation of Aghar shale gas by using probabilistic methods: an example from the Persian Gulf basin, South Iran
by: Kadkhodaie, Ali, et al.
Published: (2014)
by: Kadkhodaie, Ali, et al.
Published: (2014)
A committee neural network for prediction of normalized oil content from well log data: An example from South Pars Gas Field, Persian Gulf
by: Kadkhodaie Ilkhchi, A., et al.
Published: (2009)
by: Kadkhodaie Ilkhchi, A., et al.
Published: (2009)
A Committee Machine with Intelligent Systems for Estimation of Total Organic Carbon Content from Petrophysical Data: an Example from Kangan and Dalan Reservoirs in South Pars Gas Field, Iran
by: Kadkhodaie Ilkhchi, A., et al.
Published: (2009)
by: Kadkhodaie Ilkhchi, A., et al.
Published: (2009)
Artificial neural network modeling and cluster analysis for organic facies and burial history estimation using well log data: A case study of the South Pars Gas Field, Persian Gulf, Iran
by: Alizadeh, B., et al.
Published: (2012)
by: Alizadeh, B., et al.
Published: (2012)
Pore pressure prediction and modeling using well-logging data in one of the gas fields in south of Iran
by: Azadpour, M., et al.
Published: (2015)
by: Azadpour, M., et al.
Published: (2015)
A fuzzy logic approach for estimation of permeability and rock type from conventional well log data: an example from the Kangan reservoir in the Iran Offshore Gas Field
by: Kadkhodaie Ilkhchi, A., et al.
Published: (2006)
by: Kadkhodaie Ilkhchi, A., et al.
Published: (2006)
Synthesis of capillary pressure curves from post stack seismic data with the use of intelligent estimators: A case study from the Iranian part of the South Pars gas field, Persian Gulf Basin
by: Golsanami, N., et al.
Published: (2015)
by: Golsanami, N., et al.
Published: (2015)
Semi-automated porosity identification from thin section images using image analysis and intelligent discriminant classifiers
by: Ghiasi-Freez, J., et al.
Published: (2015)
by: Ghiasi-Freez, J., et al.
Published: (2015)
Determining hydraulic flow units using a hybrid neural network and multi-resolution graph-based clustering method: case study from South Pars Gasfied, Iran
by: Nouri-Taleghani, M., et al.
Published: (2015)
by: Nouri-Taleghani, M., et al.
Published: (2015)
Estimating NMR T2 distribution data from well log data with the use of a committee machine approach: A case study from the Asmari formation in the Zagros Basin, Iran
by: Kadkhodaie, Ali, et al.
Published: (2014)
by: Kadkhodaie, Ali, et al.
Published: (2014)
A hybrid approach for litho-facies characterization in the framework of sequence stratigraphy: a case study from the South Pars gas field, the Persian Gulf basin
by: Sfidari, E., et al.
Published: (2015)
by: Sfidari, E., et al.
Published: (2015)
Estimation of vitrinite reflectance from well log data
by: Kadkhodaie, Ali, et al.
Published: (2017)
by: Kadkhodaie, Ali, et al.
Published: (2017)
A reservoir rock porosity estimation through image analysis and fuzzy logic techniques
by: Kadkhodaie, Ali, et al.
Published: (2014)
by: Kadkhodaie, Ali, et al.
Published: (2014)
Identifying and ranking factors influencing job stress among Health, Safety and Environment (HSE) Employees in Phase 14 of South Pars: a cross sectional study in South of Iran
by: Alipour, Rasoul, et al.
Published: (2017)
by: Alipour, Rasoul, et al.
Published: (2017)
Intelligent sequence stratigraphy through a wavelet-based decomposition of well log data
by: Kadkhodaie, Ali, et al.
Published: (2017)
by: Kadkhodaie, Ali, et al.
Published: (2017)
A modified fuzzy inference system for estimation of the static rock elastic properties: A case study from the Kangan and Dalan gas reservoirs, South Pars gas field, the Persian Gulf
by: Kadkhodaie, Ali, et al.
Published: (2014)
by: Kadkhodaie, Ali, et al.
Published: (2014)
Petrographical and geochemical evidences for paragenetic sequence interpretation of diagenesis in mixed siliciclastic–carbonate sediments: Mozduran Formation (Upper Jurassic), south of Agh-Darband, NE Iran
by: Mahboubi, A., et al.
Published: (2010)
by: Mahboubi, A., et al.
Published: (2010)
Application of Fuzzy Inference System to Estimating Rock Properties from Well Logs and Seismic Data
by: Kadkhodaie, Ali
Published: (2015)
by: Kadkhodaie, Ali
Published: (2015)
Analyzing organic richness of source rocks from well log data by using SVM and ANN classifiers: A case study from the Kazhdumi formation, the Persian Gulf basin, offshore Iran
by: Bolandi, V., et al.
Published: (2017)
by: Bolandi, V., et al.
Published: (2017)
Shear Wave Velocity Estimation Utilizing Wire-Line Logs for a Carbonate Reservoir, South-West Iran
by: Eskandari, H., et al.
Published: (2003)
by: Eskandari, H., et al.
Published: (2003)
Intelligent approaches for the synthesis of petrophysical logs
by: Rezaee, M. Reza, et al.
Published: (2008)
by: Rezaee, M. Reza, et al.
Published: (2008)
Log dependent approach to predict reservoir facies and permeability in a complicated shaly sand reservoir
by: Elkhateeb, Abdelrahman, et al.
Published: (2019)
by: Elkhateeb, Abdelrahman, et al.
Published: (2019)
Have you ever heard the sound of well logs or reservoir data?
by: Kadkhodaie, A., et al.
Published: (2017)
by: Kadkhodaie, A., et al.
Published: (2017)
Wireline log analysis of Harvey 1, South Perth Basin
by: Rezaee, R
Published: (2012)
by: Rezaee, R
Published: (2012)
Management of the disastrous underground blowout in south of Iran
by: AShena, R., et al.
Published: (2011)
by: AShena, R., et al.
Published: (2011)
South-South migration and the labor market: evidence from South Africa
by: Biavaschi, Costanza, et al.
Published: (2018)
by: Biavaschi, Costanza, et al.
Published: (2018)
PCBs and DDTs in surface mangrove sediments from the south of Iran (ID NO. 048)
by: Mohebbi Nozar, S. L., et al.
Published: (2013)
by: Mohebbi Nozar, S. L., et al.
Published: (2013)
An intellectual par excellence
by: Abd Razak, Dzulkifli
Published: (2006)
by: Abd Razak, Dzulkifli
Published: (2006)
Construction of synthetic capillary pressure curves from the joint use of NMR log data and conventional logs
by: Eslami, M., et al.
Published: (2013)
by: Eslami, M., et al.
Published: (2013)
Effects of petrographical rock properties to the strength and behavior of rock
by: Samsuri, Ariffin, et al.
Published: (1999)
by: Samsuri, Ariffin, et al.
Published: (1999)
Permeability prediction: core vs log-derived values
by: A. Kadir, A. Aziz, et al.
Published: (1995)
by: A. Kadir, A. Aziz, et al.
Published: (1995)
Fracture density estimation from petrophysical log data using Adaptive Neuro-Fuzzy Inference System
by: Kadkhodaie, Ali
Published: (2011)
by: Kadkhodaie, Ali
Published: (2011)
Intrinsic and scattering attenuation from borehole seismic and well log data
by: Alasbali, Abdulaziz Farraj
Published: (2016)
by: Alasbali, Abdulaziz Farraj
Published: (2016)
Numerical simulations of casing collapse: A case study in the South of Iran
by: Gholami, Raoof, et al.
Published: (2012)
by: Gholami, Raoof, et al.
Published: (2012)
Mineralogical and petrographic characterisation of flake graphite in the graphite mica schist rocks from the Nubian Desert, Sudan
by: Desouqi, Dalal, et al.
Published: (2025)
by: Desouqi, Dalal, et al.
Published: (2025)
“Doing well” by “doing good”? Evidence from tourism-related firms in four South Asia countries
by: Tan, Siow-Hooi, et al.
Published: (2019)
by: Tan, Siow-Hooi, et al.
Published: (2019)
“Doing well” by “doing good”? evidence from tourism-related firms in four South Asia countries
by: Tan, Siow Hooi, et al.
Published: (2019)
by: Tan, Siow Hooi, et al.
Published: (2019)
Ensemble learning for predicting TOC from well‐logs of the unconventional goldwyer shale
by: Mandal, Partha Pratim, et al.
Published: (2022)
by: Mandal, Partha Pratim, et al.
Published: (2022)
Studying women : perspective from the south
by: Nwanesi, Peter Karubi, et al.
Published: (2010)
by: Nwanesi, Peter Karubi, et al.
Published: (2010)
Similar Items
-
Improving the Accuracy of Flow Units Prediction through Two Committee Machine Models: an Example from the South Pars Gas Field, Persian Gulf Basin, Iran
by: Ghiasi-Freez, J., et al.
Published: (2012) -
Petrophysical evaluation of Aghar shale gas by using probabilistic methods: an example from the Persian Gulf basin, South Iran
by: Kadkhodaie, Ali, et al.
Published: (2014) -
A committee neural network for prediction of normalized oil content from well log data: An example from South Pars Gas Field, Persian Gulf
by: Kadkhodaie Ilkhchi, A., et al.
Published: (2009) -
A Committee Machine with Intelligent Systems for Estimation of Total Organic Carbon Content from Petrophysical Data: an Example from Kangan and Dalan Reservoirs in South Pars Gas Field, Iran
by: Kadkhodaie Ilkhchi, A., et al.
Published: (2009) -
Artificial neural network modeling and cluster analysis for organic facies and burial history estimation using well log data: A case study of the South Pars Gas Field, Persian Gulf, Iran
by: Alizadeh, B., et al.
Published: (2012)