Data-driven oil production strategy selection under uncertainties

Open Webpage

Gabriel Cirac, Guilherme Daniel Avansi, Jeanfranco Farfan, Denis José Schiozer, Anderson Rocha

Published: 01 Jan 2025, Last Modified: 02 Aug 2025Appl. Soft Comput. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Machine-learning-guided oil production optimization under uncertainties.•Faster, clearer decision-making for complex oil fields.•User-friendly tool tackles high-dimensional reservoir data.•76% computation speed-up for robust optimization production.•Simulator-like performance in the Expected Field Economic Indicator.