2023
DOI: 10.1016/j.fuel.2023.127661
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Micro and nanobubbles technologies as a new horizon for CO2-EOR and CO2 geological storage techniques: A review

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Cited by 35 publications
(5 citation statements)
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“…Finally, the gray weighted correlation is calculated between each actual sample and the optimal solution. The greater the correlation, the closer it is to the optimal solution, and the greater the impact of this factor on target parameters. The specific calculation steps are as follows: The two evaluation indicators of cumulative oil production and CO 2 storage x (1), x (2), X 0 = [ x 0 (ω),ω = 1,2,, y ] are set as the reference sequence of the data, and the influencing factor X i = [ x i (ω), ω = 1, 2,···, y ; i = 1, 2,···, j ] as the comparative sequence of the data. y represents the length of the sequence, and j represents the number of influencing factors. ξ i ( k ) is the correlation coefficient between the comparative sequence x i and the reference sequence x 0 on the k -th indicator, where ρ∈[0,1] is the resolution coefficient.…”
Section: Discussionmentioning
confidence: 99%
“…Finally, the gray weighted correlation is calculated between each actual sample and the optimal solution. The greater the correlation, the closer it is to the optimal solution, and the greater the impact of this factor on target parameters. The specific calculation steps are as follows: The two evaluation indicators of cumulative oil production and CO 2 storage x (1), x (2), X 0 = [ x 0 (ω),ω = 1,2,, y ] are set as the reference sequence of the data, and the influencing factor X i = [ x i (ω), ω = 1, 2,···, y ; i = 1, 2,···, j ] as the comparative sequence of the data. y represents the length of the sequence, and j represents the number of influencing factors. ξ i ( k ) is the correlation coefficient between the comparative sequence x i and the reference sequence x 0 on the k -th indicator, where ρ∈[0,1] is the resolution coefficient.…”
Section: Discussionmentioning
confidence: 99%
“…The world’s economy still strongly relies on existing oil resources, and efficient recovery is the subject of academic and engineering research activities, as indicated by recent reviews. In many reservoirs, a significant amount of crude oil remains after water flooding, which can be exploited during enhanced oil recovery (EOR) including processes using various chemicals such as polymers, , surfactants, , or other substances. , Besides chemical-based EOR, various physical methods such as gas injection or heat treatment have also proven to be successful in the tertiary recovery of oil residuals.…”
Section: Introductionmentioning
confidence: 99%
“…They can be categorized as surface NBs, i.e., generated at solid–liquid interfaces, or bulk NBs, i.e., formed in bulk liquids 4 , 5 . Nanobubbles have many applications 6 from wastewater treatment, ecosystem restoration, surface cleaning, oxygenation in agriculture and in aquaculture to disinfection, and medicine, including industrial applications 7 that could be used in the current decarbonization efforts 8 and the transition of our modern societies towards low-carbon electric economies. Nanobubbles are commonly generated by cavitation, which occurs when pressure falls below a particular threshold value, typically via acoustic, optical, particle, or hydrodynamic pressure reduction techniques 9 – 16 .…”
Section: Introductionmentioning
confidence: 99%