Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
9826573 | Journal of Petroleum Science and Engineering | 2005 | 12 Pages |
Abstract
The objective of this work is twofold: the acquisition of symbolic rules in a geological domain and the representation in graphical form of the behavior of the different geological labels. We are particularly interested in a rule-based description of permeability (an important attribute in petroleum geology) that only uses porosity and spatial information. More precisely, a model of petrophysical properties is obtained using a hybrid discretization method to obtain permeability levels and the C4.5 method to obtain a rule-based representation. This model is simple and reasonably accurate and allows representation in graphical form.
Related Topics
Physical Sciences and Engineering
Earth and Planetary Sciences
Economic Geology
Authors
Luis Carlos Molina Félix, LluÃs A. Belanche Muñoz,