Data analytics and Bayesian Optimised Extreme Gradient Boosting approach to estimate cut-offs from wireline logs for net reservoir and pay classification
Accurate net pay classification is essential in hydrocarbon resource volumetric calculation. However, there is no universal methodology developed for its evaluation hence the existence of many incongruent views on its application since it is data-driven and differs for each reservoir. This research...
Saved in:
| Main Authors: | Otchere, D.A., Ganat, T.O.A., Nta, V., Brantson, E.T., Sharma, T. |
|---|---|
| Format: | Article |
| Institution: | Universiti Teknologi Petronas |
| Record Id / ISBN-0: | utp-eprints.32369 / |
| Published: |
Elsevier Ltd
2022
|
| Online Access: |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85126270241&doi=10.1016%2fj.asoc.2022.108680&partnerID=40&md5=f7b3256811b17e6d3f6ff051ca97cabc http://eprints.utp.edu.my/32369/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Data analytics and Bayesian Optimised Extreme Gradient Boosting approach to estimate cut-offs from wireline logs for net reservoir and pay classification
by: Otchere, D.A., et al.
Published: (2022) -
Application of gradient boosting regression model for the evaluation of feature selection techniques in improving reservoir characterisation predictions
by: Otchere, D.A., et al.
Published: (2022) -
DEVELOPMENT OF TREE-BASED ENSEMBLE LEARNING ALGORITHMS FOR ESTIMATING TOTAL ORGANIC CARBON FROM WIRELINE LOGS
by: A RAHAMAN, MD SHOKOR
Published: (2021) -
Quantitative interpretation of carbonate reservoir rock using wireline logs: a case study from Central Luconia, offshore Sarawak, Malaysia
by: Ahmed Salim, Ahmed Mohamed, et al.
Published: (2017) -
Integrated analysis of well logs and seismic data for reservoir characterization to estimate hydrocarbon
by: Kumar, A., et al.
Published: (2014)