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 …
[HTML][HTML] A survey on multi-objective, model-based, oil and gas field development optimization: Current status and future directions
In the area of reservoir engineering, the optimization of oil and gas production is a complex
task involving a myriad of interconnected decision variables shaping the production system's …
task involving a myriad of interconnected decision variables shaping the production system's …
Evaluation of different machine learning frameworks to predict CNL-FDC-PEF logs via hyperparameters optimization and feature selection
Although being expensive and time-consuming, petroleum industry still is highly reliant on
well logging for data acquisition. However, with advancements in data science and AI …
well logging for data acquisition. However, with advancements in data science and AI …
NMR log response prediction from conventional petrophysical logs with XGBoost-PSO framework
A combined approach that exploits both the eXtreme Gradient Boosting (XGBoost) method
and the Particle Swarm Optimization (PSO) method was used here to predict the nuclear …
and the Particle Swarm Optimization (PSO) method was used here to predict the nuclear …
A novel multi-objective optimization method for well control parameters based on PSO-LSSVR proxy model and NSGA-II algorithm
Single-objective well control problems have been studied for many years as one of the most
typical optimization problems by researchers worldwide. However, single-objective …
typical optimization problems by researchers worldwide. However, single-objective …
Modeling, simulation, and optimization of geothermal energy production from hot sedimentary aquifers
L Blank, E Meneses Rioseco, A Caiazzo… - Computational …, 2021 - Springer
Geothermal district heating development has been gaining momentum in Europe with
numerous deep geothermal installations and projects currently under development. With the …
numerous deep geothermal installations and projects currently under development. With the …
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 …
hydrocarbon reservoirs. Decision-making in this complex domain can rely on various …
Intelligent kick warning based on drilling activity classification
S Duan, X Song, Y Cui, Z Xu, W Liu, J Fu, Z Zhu… - Geoenergy Science and …, 2023 - Elsevier
Kick is one of the risks that frequently occur in the drilling process, so efficient and precision
warning is very important. The missed warning will cause a blowout, which seriously affects …
warning is very important. The missed warning will cause a blowout, which seriously affects …
A novel self-adaptive multi-fidelity surrogate-assisted multi-objective evolutionary algorithm for simulation-based production optimization
Multi-objective production optimization (MOPO) which aims at finding an optimal well control
scheme is regarded as a win-win strategy for improving economic and production gains …
scheme is regarded as a win-win strategy for improving economic and production gains …
Experimental study on dynamic characteristics of axial-torsional coupled percussive drilling
Z Mu, Z Huang, Z Sun, X Wu, G Li, X Song - Journal of Petroleum Science …, 2022 - Elsevier
Axial-torsional coupled percussive drilling is a novel technology to enhance the rate of
penetration (ROP), which takes advantage of both axial and torsional percussive drilling …
penetration (ROP), which takes advantage of both axial and torsional percussive drilling …