Overview

Full Product Details

Author:   Patrick Wong ,  Fred Aminzadeh ,  Masoud Nikravesh
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Physica-Verlag GmbH & Co
Edition:   Softcover reprint of hardcover 1st ed. 2002
Volume:   80
Weight:   0.914kg
ISBN:  

9783790824957

ISBN 10:   379082495
Pages:   586
Publication Date:   29 January 2011
Audience:   Professional and scholarly ,  Professional and scholarly ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of stock  
The supplier is temporarily out of stock of this item. It will be ordered for you on backorder and shipped when it becomes available.

Table of Contents

Intelligent Reservoir Characterization.- 1. Seismic Characterization.- Prediction of Reservoir Properties by Monte Carlo Simulation and Artificial Neural Network in the Exploration Stage.- Application of Neural Networks in Determining Petrophysical Properties from Seismic Survey.- Mapping the Gas Column in an Aquifer Gas Storage with Neural Network Techniques.- Interval and Fuzzy Kriging Techniques Applied to Geological and Geophysical Variables.- Application of Self-Organizing Feature Maps to Reservoir Characterization.- 2. Well Logging.- Taking One Step Forward in Reservoir Characterization Using Artificial Neural Networks.- Inverting SP Logs Using Artificial Neural Networks and the Application in Reservoir Characterization.- Predicting Petrophysical Parameters in a Fuzzy Environment.- The Application of Fuzzy Logic and Genetic Algorithms to Reservoir Characterization and Modeling.- The Use of Soft Computing Techniques as Data Preprocessing and Postprocessing in Permeability Determination from Well Log Data.- A New Technique to Estimate the Hydrocarbon Saturation in Shaly Formations: A Field Example in the Bahariya Formation, Egypt.- 3. Numerical Geology.- Automated Reconstruction of a Basin Thermal History with Integrated Paleothermometry and Genetic Algorithm.- An Automatic Geophysical Inversion Procedure Using a Genetic Algorithm.- Statistical Pattern Recognition and Geostatistical Data Integration.- How to Improve Reservoir Characterization Models Using Intelligent Systems.- Regional Upscaling: A New Method to Upscale Heterogeneous Reservoirs for a Range of Force Regimes.- 4. Advanced Algorithms.- New Uncertainty Measures for Predicted Geological Properties from Seismic Attribute Calibration.- Rule Induction Algorithm for Application to Geological and Petrophysical Data.- Joint Lithologic Inversion.- Support Vector Machines for Classification and Mapping of Reservoir Data.- Non-parametric Covariance Modeling Using Fast Fourier Transform.- About the Editors.

Reviews

Author Information

Tab Content 6

Author Website:  

Countries Available

All regions