Comparaci\'on de tres t\'ecnicas distintas con datos reales de pozo, en la determinaci\'on de la permeabilidad

Abstract

We have used three different techniques for permeability prediction from porosity data in well PX12 at El Lago de Maracaibo. One of these techniques is statistical and is based in Fuzzy Logic. Another has been developed by H. Pape et al, based in Fractal Theory and the Kozeny-Carman equations, and the other one is an empirical model obtained in 1949 by Tixier. We have used 100% of the permeability-porosity data to obtain the predictor equations in each case. We have found bet- ter results with the statistical approach. The results obtained from the fractal model and the Tixier equations are similar in this case. We have also taken randomly 25% of the data to obtain the pre- dictor equations. In this case the best results are those obtained with fractal theory.