Analysis of different objective functions in petroleum field development optimization

A Rostamian, MV de Sousa Miranda… - Journal of Petroleum …, 2024 - Springer
Oilfield development optimization plays a vital role in maximizing the potential of
hydrocarbon reservoirs. Decision-making in this complex domain can rely on various …

A comparative study to accelerate field development plan optimization

AK Loomba, VE Botechia, DJ Schiozer - Journal of Petroleum Science and …, 2022 - Elsevier
Rigorous and continual advancement in the computational domain have drastically reduced
the time consumed for simulations. Despite this, the heterogeneity and requirement to use …

Machine learning inspired workflow to revise field development plan under uncertainty

AK Loomba, VE Botechia, DJ Schiozer - Petroleum Exploration and …, 2023 - Elsevier
We present an efficient and risk-informed closed-loop field development (CLFD) workflow for
recurrently revising the field development plan (FDP) using the accrued information. To …

Cluster-based learning and evolution algorithm for optimization

AK Loomba, VE Botechia, DJ Schiozer - Geoenergy Science and …, 2023 - Elsevier
In this work, we present a cluster-based learning and evolution optimizer (CLEO) for solving
optimization problems. CLEO is a metaheuristic algorithm that uses cluster-based …

Impact of integration of the production systems and reservoir of a benchmark based on carbonate fields

IRS Victorino… - Journal of …, 2022 - asmedigitalcollection.asme.org
Integrating production system and reservoir is used in several studies of offshore oilfield
development and management for improved production forecasts through more realistic …