- Conference Article
- 10.3997/2214-4609.202310651
Advanced Petrophysical Evaluation of an Alluvial/ Fan-Delta Reservoir: A Case Study from the Pannonian Basin
- Jan 01, 2023
- M.n.a Akbar + 5 more +5
Summary We present an advanced petrophysical evaluation of a gas-condensate alluvial/fan-delta reservoir case study located in the southwestern Pannonian Basin. We emphasized the petrophysical evaluation on extensive analysis of lithofacies, fracture characterization, paleo-transport, permeability prediction, and rock typing. This evaluation is carried out using integrated subsurface data from image logs, conventional quad-combo logs, and core data, as well as well-test data and machine learning implementation. In addition to the conventional petrophysics interpretation, we identified fracture corridors as potential productive zones through image logs and generated fracture facies for predicting permeability along the fractured zone. In wells with no image log available, fracture facies was estimated based on self-organizing map (SOM) method. Meanwhile, lithofacies were processed using clustering method based on k-Nearest Neighbors. This study provides a method to generate reservoir rock typing and estimate permeability for both matrix and fractured pore systems by considering fractured corridor and matrix lithofacies interpreted from image logs. Also, we offer an alternative approach to predicting fracture corridors in the absence of image logs that consists of implementing the self-organizing map (SOM) method, which helps to define effective flowing thickness or a potential productive zone. Furthermore, paleotransport analysis improved the quality of the sedimentological study.
Read more