A critical review on intelligent optimization algorithms and surrogate models for conventional and unconventional reservoir production optimization
Aiming to find the most suitable development schemes of conventional and unconventional
reservoirs for maximum energy supply or economic benefits, reservoir production …
reservoirs for maximum energy supply or economic benefits, reservoir production …
A holistic review on artificial intelligence techniques for well placement optimization problem
Well placement optimization is one of the major challenging factors in the field development
process of oil and gas industry. The objective function of well placement optimization is …
process of oil and gas industry. The objective function of well placement optimization is …
Black hole particle swarm optimization for well placement optimization
Well placement optimization is a very challenging task in field development planning as it
involves a large number of optimization variables resulting from the multidimensional space …
involves a large number of optimization variables resulting from the multidimensional space …
Self-adapt reservoir clusterization method to enhance robustness of well placement optimization
D Janiga, R Czarnota, J Stopa… - Journal of Petroleum …, 2019 - Elsevier
One of the most crucial tasks in hydrocarbon field development, it is an optimal wells
placement. Simulation-based well placement optimization can be intricate to implement or …
placement. Simulation-based well placement optimization can be intricate to implement or …
Optimal producer well placement and multiperiod production scheduling using surrogate modeling
A Moolya, A Rodríguez-Martínez… - Computers & Chemical …, 2022 - Elsevier
The main objective of this paper is to determine the optimal placement of oilfield producer
wells while accounting for surface infrastructure constraints. To accomplish this objective, we …
wells while accounting for surface infrastructure constraints. To accomplish this objective, we …
Well placement optimization using an analytical formula-based objective function and cat swarm optimization algorithm
Well placement optimization is a crucial and complex task in oil field development. Well
placement is usually optimized by coupling reservoir numerical simulator with optimization …
placement is usually optimized by coupling reservoir numerical simulator with optimization …
Effective treatment of geometric constraints in derivative-free well placement optimization
A Zou, T Ye, O Volkov, LJ Durlofsky - Journal of Petroleum Science and …, 2022 - Elsevier
A robust workflow for optimizing the placement of multiple deviated wells subject to
challenging geometric constraints is presented and applied. The workflow entails the use of …
challenging geometric constraints is presented and applied. The workflow entails the use of …
Ensemble-based optimization of hydraulically fractured horizontal well placement in shale gas reservoir through Hough transform parameterization
L Xue, SH Gu, XE Jiang, YT Liu, C Yang - Petroleum Science, 2021 - Springer
Shale gas reservoirs have been successfully developed due to the advancement of the
horizontal well drilling and multistage hydraulic fracturing techniques. However, the …
horizontal well drilling and multistage hydraulic fracturing techniques. However, the …
Application of hybrid adaptive neuro-fuzzy inference system in well placement optimization
A Karkevandi-Talkhooncheh, M Sharifi… - Journal of Petroleum …, 2018 - Elsevier
Well placement optimization as a key factor in field development, is one of the reservoir
management cycles, which aims to economize oil and gas production from the reservoir …
management cycles, which aims to economize oil and gas production from the reservoir …
[HTML][HTML] A novel approach to optimising well trajectory in heterogeneous reservoirs based on the fast-marching method
To achieve efficient recovery of subsurface energy resources, a suitable trajectory needs to
be identified for the production well. In this study, a new approach is presented for …
be identified for the production well. In this study, a new approach is presented for …