A committee neural network for prediction of normalized oil content from well log data: An example from South Pars Gas Field, Persian Gulf

A committee neural network for prediction of normalized oil content from well log data: An example from South Pars Gas Field, Persian Gulf

Normalized oil content (NOC) is an important geochemical factor for identifyingpotential pay zones in hydrocarbon source rocks. The present study proposes an optimaland improved model to make a quantitative and qualitative correlation between NOC andwell log responses by integration of neural networ...

Full description

Bibliographic Details
Main Authors: Kadkhodaie Ilkhchi, A., Rezaee, M. Reza, Rahimpour-Bonab, H.
Format: Journal Article
Published: Elsevier BV 2009
Subjects:
South Pars Gas Field
well log data
neural network
genetic algorithm
committee machine with training - algorithms
Normalized oil content
Online Access:http://hdl.handle.net/20.500.11937/41946

Similar Items

Similar Items