A Comparison of Extremal Optimization, Differential Evolution and Particle Swarm Optimization Methods for Well Placement Design in Groundwater Management
Sign Up to like & getrecommendations! Published in 2020 at "Mathematical Geosciences"
DOI: 10.1007/s11004-020-09864-3
Abstract: When designing a well field for efficiently extracting groundwater or petroleum, it is common for designers to rely on computational optimization methods to determine the optimal placement of wells. The goal of these methods is… read more here.
Keywords: groundwater; well placement; optimization; extremal optimization ... See more keywords
A comparison of machine learning surrogate models for net present value prediction from well placement binary data
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Petroleum Science and Engineering"
DOI: 10.1016/j.petrol.2021.109208
Abstract: Abstract Net Present Value (NPV) is an important indicator to guide investment decisions. In oil production planning, NPV is employed to evaluate and select among different production strategies. However, NPV estimation requires computational costly numerical… read more here.
Keywords: well placement; present value; net present; binary data ... See more keywords
A Surrogate Assisted Quantum-Behaved Algorithm for Well Placement Optimization
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DOI: 10.1109/access.2022.3145244
Abstract: The oil and gas industry faces difficulties in optimizing well placement problems. These problems are multimodal, non-convex, and discontinuous in nature. Various traditional and non-traditional optimization algorithms have been developed to resolve these difficulties. Nevertheless,… read more here.
Keywords: quantum behaved; optimization; assisted quantum; well placement ... See more keywords
Quantum-Based Analytical Techniques on the Tackling of Well Placement Optimization
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DOI: 10.3390/app10197000
Abstract: The high dimensional, multimodal, and discontinuous well placement optimization is one of the main difficult factors in the development process of conventional as well as shale gas reservoir, and to optimize this problem, metaheuristic techniques… read more here.
Keywords: quantum based; based analytical; optimization; well placement ... See more keywords
End-Point Model for Optimization of Multilateral Well Placement in Hydrocarbon Field Developments
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DOI: 10.3390/en13153926
Abstract: Drilling cost is one of the most critical aspects in the reservoir management plan. Costs may exceed a million dollars; thus, optimal designing of the well trajectory in the reservoir and completion are essential. The… read more here.
Keywords: production; reservoir; end point; optimization ... See more keywords