Integration with Data Analytics and Machine Learning

Sahara is integrated with Aleph® software to perform calculations using artificial intelligence applied to reservoir analysis.

It allows for the synthesis of missing or rarely measured logs from other available data, the generation of permeability and porosity profiles from core data, and the characterization of the reservoir in both areal and vertical directions using large-scale, multivariate data analysis techniques.

Through specially developed data handling techniques, a Sahara project can be fully prepared for any machine learning application.

Current developments for unconventional reservoirs include SRV (Stimulated Reservoir Volume) characterization based on production time series, and FracHits monitoring during well completion.