Ensemble learning for predicting TOC from well‐logs of the unconventional goldwyer shale

QR Code

Ensemble learning for predicting TOC from well‐logs of the unconventional goldwyer shale

Precise estimation of total organic carbon (TOC) is extremely important for the successful characterization of an unconventional shale reservoir. Indirect traditional continuous TOC prediction methods from well‐logs fail to provide accurate TOC in complex and heterogeneous shale reservoirs. A workfl...

Full description

Bibliographic Details
Main Authors:	Mandal, Partha Pratim, Rezaee, Reza, Emelyanova, I.
Format:	Journal Article
Published:	2022
Online Access:	http://hdl.handle.net/20.500.11937/89534

Similar Items

Geomechanical appraisal and prospectivity analysis of the Goldwyer shale accounting for stress variation and formation anisotropy
by: Mandal, Partha Pratim, et al.
Published: (2020)

A new method to estimate total organic carbon (TOC) Content, an example from Goldwyer Shale Formation, the Canning Basin
by: Alshakhs, Munther, et al.
Published: (2017)

Well-log Analysis of Shale Gas Reservoirs
by: Rezaee, Reza, et al.
Published: (2022)

Triaxial Deformation of the Goldwyer Gas Shale at In Situ Stress Conditions—Part I: Anisotropy of Elastic and Mechanical Properties
by: Manda, Partha, et al.
Published: (2022)

Pore Pressure Prediction for Shale Formations Using Well Log Data
by: Ahmad, A., et al.
Published: (2015)

Identification of Regional Shale Gas Sweet Spots and Unconventional Reservoirs Using Well Logs and Seismic Data
by: Elkaseh, Abdurahim
Published: (2022)

Integrated Geomechanical Characterization of Anisotropic Gas Shales: Field Appraisal, Laboratory Testing, Viscoelastic Modelling,and Hydraulic Fracture Simulation
by: Mandal, Partha Pratim
Published: (2021)

Porosity and Water Saturation Estimation for Shale Reservoirs: An Example from Goldwyer Formation Shale, Canning Basin, Western Australia
by: Iqbal, Muhammad Atif, et al.
Published: (2020)

Facies classification with different machine learning algorithm – An efficient artificial intelligence technique for improved classification
by: Mandal, Partha Pratim, et al.
Published: (2019)

Shale Gas Quality Evaluation of the Laurel and Goldwyer formations, Canning Basin, Western Australia, A preliminary study
by: Rezaee, M. Reza
Published: (2010)

A new method for TOC estimation in tight shale gas reservoirs
by: Yu, H., et al.
Published: (2017)

The Pressure Dependence of the Archie Cementation Exponent for Samples from the Ordovician Goldwyer Shale Formation in Australia
by: Zhong, Zhiqi, et al.
Published: (2021)

Unconventional resource evaluation: Kockatea shale, Perth basin, Western Australia
by: Torghabeh, A., et al.
Published: (2014)

Shale elastic property relationships as a function of TOC content using synthetic samples
by: Altowairqi, Y., et al.
Published: (2016)

Measuring Elastic Properties to determine the influence of TOC on Synthetic Shale Samples
by: Altowairqi, Y., et al.
Published: (2015)

Measuring Ultrasonic Characterisation to Determine the Impact of Toc and the Stress Field on Shale Gas Anisotropy
by: Altowairqi, Y., et al.
Published: (2013)

Petroleum geochemistry, burial history and shale gas potential of the Goldwyer Formation - Canning Basin, Western Australia
by: Torghabeh, A.K., et al.
Published: (2019)

Characterization of elastic properties of lacustrine shale reservoir using well logging and core analysis
by: Yu, H., et al.
Published: (2016)

Development of Unconventional Reservoirs
by: Rezaee, Reza
Published: (2020)

Effect of Stress Anisotropy on Well Productivity in Unconventional Gas Reservoirs
by: Bahrami, Hassan, et al.
Published: (2013)

Shale lithofacies controls on porosity and pore structure: An example from Ordovician Goldwyer Formation, Canning Basin, Western Australia
by: Iqbal, Muhammad Atif, et al.
Published: (2021)

Thermal maturity estimation of gas shale layers from conventional well log data: A case study from kockatea shale and carynginia formation of Perth Basin, Australia
by: Labani, M., et al.
Published: (2012)

Effect of stress anisotropy on well productivity in unconventional gas reservoirs
by: Minaein, V., et al.
Published: (2013)

Shale Gas Potential Evaluation of Goldwyer and Laurel Formations, Canning Basin, WA.
by: El Khalgi, Muftah Muammer
Published: (2018)

Shale Play Assessment of the Goldwyer Formation in the Canning Basin Using Property Modelling
by: Alshakhs, Munther
Published: (2017)

Editorial on Special Issues of Development of Unconventional Reservoirs
by: Rezaee, Reza
Published: (2022)

Seismic Inversion Applications and Laboratory Measurements to Identify High TOC Shale
by: Altowairqi, Yazeed Khalid
Published: (2015)

Reservoir and lithofacies shale classification based on NMR logging
by: Yu, H., et al.
Published: (2020)

Estimation of vitrinite reflectance from well log data
by: Kadkhodaie, Ali, et al.
Published: (2017)

Applications of standard and advanced statistical methods to TOC estimation in the McArthur and Georgina basins, Australia
by: Emelyanova, I., et al.
Published: (2016)

Electrofacies in gas shale from well log data via cluster analysis: A case study of the Perth Basin, Western Australia
by: Karimian Torghabeh, A., et al.
Published: (2014)

Have you ever heard the sound of well logs or reservoir data?
by: Kadkhodaie, A., et al.
Published: (2017)

A prediction model for methane adsorption capacity in shale gas reservoirs
by: Zou, Jie, et al.
Published: (2019)

Prediction of sonic velocities in shale from porosity and clay fraction obtained from logs - A North Sea well case study
by: Pervukhina, Marina, et al.
Published: (2014)

Intelligent sequence stratigraphy through a wavelet-based decomposition of well log data
by: Kadkhodaie, Ali, et al.
Published: (2017)

Recent Advances in Multiscale Petrophysics Characterization and Multiphase Flow in Unconventional Reservoirs
by: Cai, J., et al.
Published: (2022)

Sweet-spot mapping through formation evaluation and property modelling using data from the Goldwyer Formation of the Barbwire Terrace, Canning Basin
by: Alshakhs, M., et al.
Published: (2018)

Kinetics of hydrocarbon generation from the marine Ordovician Goldwyer Formation, Canning Basin, Western Australia
by: Johnson, Lukman M., et al.
Published: (2020)

A log based analysis to estimate mechanical properties and in-situ stresses in a shale gas well in North Perth Basin
by: Archer, S., et al.
Published: (2012)

Shale Gas Rock Properties Prediction using Artificial Neural Network Technique and Multi Regression Analysis, an example from a North American Shale Gas Reservoir
by: Rezaee, M. Reza, et al.
Published: (2007)

Cannot write session to /tmp/vufind_sessions/sess_5suifi4sf9533rrf8epoep3tms