Matches in SemOpenAlex for { <https://semopenalex.org/work/W4311589966> ?p ?o ?g. }
- W4311589966 abstract "The formation of gas condensate near the wellbore affects the gas liquid two-phase flow between the pores. It may occur in the path between two pores depending on the thermodynamic conditions of the single-phase gas flow, two-phase gas liquid annular flow or the closed path of condensate in the throat. To model the behavior of gas condensate in a network of pores, relative permeability and naturally pressure drop should be calculated. This study obtained the flow characteristics (pressure drop) between the pores at different physical and geometric conditions using computational fluid dynamics (CFD). CFD is time-consuming, so its results were transferred to an artificial neural network (ANN) model and the ANN model was trained. The CFD was replaced with the ANN model for calculating the pressure drop. In addition, instead of utilizing empirical correlations to compute the accurate value of condensate formed in throats' corners at every time step, the flash calculation using Esmaeilzadeh-Roshanfekr equation of state was performed, and closed throats were specified. This accurately estimates gas and condensate distribution in the pore network. Furthermore, the value of condensate that transferred to the adjacent throats was computed using Poiseuille's law. The results showed that the proposed ANN-based proxy model could promote the calculation speed in gas condensate simulation, considering the dynamic change of relative permeability curves as a function of gas condensate saturation. Also, it was found that the relative permeability obtained by the proposed model is in good agreement with the experimental data. By entering the fractures pattern in the network model and predicting the relative permeability of gas and condensate by the proposed method, the role of fractures in gas condensate production in such reservoirs could be predicted. Dynamic changes due to the relative permeability of gas and condensate as a function of saturation can be entered into the reservoir simulation to optimize inertia and positive coupling phenomena to maximized condensate production in gas condensate reservoir." @default.
- W4311589966 created "2022-12-27" @default.
- W4311589966 creator A5036118152 @default.
- W4311589966 creator A5060081583 @default.
- W4311589966 creator A5070713062 @default.
- W4311589966 date "2022-12-12" @default.
- W4311589966 modified "2023-09-26" @default.
- W4311589966 title "Integrating computational fluid dynamic, artificial intelligence techniques, and pore network modeling to predict relative permeability of gas condensate" @default.
- W4311589966 cites W1422350424 @default.
- W4311589966 cites W15937720 @default.
- W4311589966 cites W1964549815 @default.
- W4311589966 cites W1973643900 @default.
- W4311589966 cites W1997409706 @default.
- W4311589966 cites W2013043910 @default.
- W4311589966 cites W2014294280 @default.
- W4311589966 cites W2018283413 @default.
- W4311589966 cites W2023526834 @default.
- W4311589966 cites W2044489852 @default.
- W4311589966 cites W2075031715 @default.
- W4311589966 cites W2079173970 @default.
- W4311589966 cites W2093610915 @default.
- W4311589966 cites W2120261090 @default.
- W4311589966 cites W2160594461 @default.
- W4311589966 cites W2166390846 @default.
- W4311589966 cites W2743161031 @default.
- W4311589966 cites W2745024810 @default.
- W4311589966 cites W2751286169 @default.
- W4311589966 cites W2763277840 @default.
- W4311589966 cites W2785099619 @default.
- W4311589966 cites W2788817847 @default.
- W4311589966 cites W2889306654 @default.
- W4311589966 cites W2976256795 @default.
- W4311589966 cites W3000237447 @default.
- W4311589966 cites W3026573064 @default.
- W4311589966 cites W3127661944 @default.
- W4311589966 doi "https://doi.org/10.1038/s41598-022-24468-z" @default.
- W4311589966 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36509787" @default.
- W4311589966 hasPublicationYear "2022" @default.
- W4311589966 type Work @default.
- W4311589966 citedByCount "1" @default.
- W4311589966 countsByYear W43115899662023 @default.
- W4311589966 crossrefType "journal-article" @default.
- W4311589966 hasAuthorship W4311589966A5036118152 @default.
- W4311589966 hasAuthorship W4311589966A5060081583 @default.
- W4311589966 hasAuthorship W4311589966A5070713062 @default.
- W4311589966 hasBestOaLocation W43115899661 @default.
- W4311589966 hasConcept C105569014 @default.
- W4311589966 hasConcept C113378726 @default.
- W4311589966 hasConcept C114088122 @default.
- W4311589966 hasConcept C120882062 @default.
- W4311589966 hasConcept C121332964 @default.
- W4311589966 hasConcept C127313418 @default.
- W4311589966 hasConcept C1633027 @default.
- W4311589966 hasConcept C167191414 @default.
- W4311589966 hasConcept C175336444 @default.
- W4311589966 hasConcept C185592680 @default.
- W4311589966 hasConcept C187320778 @default.
- W4311589966 hasConcept C2778668878 @default.
- W4311589966 hasConcept C38349280 @default.
- W4311589966 hasConcept C41625074 @default.
- W4311589966 hasConcept C55493867 @default.
- W4311589966 hasConcept C57879066 @default.
- W4311589966 hasConcept C6648577 @default.
- W4311589966 hasConcept C90278072 @default.
- W4311589966 hasConcept C97355855 @default.
- W4311589966 hasConceptScore W4311589966C105569014 @default.
- W4311589966 hasConceptScore W4311589966C113378726 @default.
- W4311589966 hasConceptScore W4311589966C114088122 @default.
- W4311589966 hasConceptScore W4311589966C120882062 @default.
- W4311589966 hasConceptScore W4311589966C121332964 @default.
- W4311589966 hasConceptScore W4311589966C127313418 @default.
- W4311589966 hasConceptScore W4311589966C1633027 @default.
- W4311589966 hasConceptScore W4311589966C167191414 @default.
- W4311589966 hasConceptScore W4311589966C175336444 @default.
- W4311589966 hasConceptScore W4311589966C185592680 @default.
- W4311589966 hasConceptScore W4311589966C187320778 @default.
- W4311589966 hasConceptScore W4311589966C2778668878 @default.
- W4311589966 hasConceptScore W4311589966C38349280 @default.
- W4311589966 hasConceptScore W4311589966C41625074 @default.
- W4311589966 hasConceptScore W4311589966C55493867 @default.
- W4311589966 hasConceptScore W4311589966C57879066 @default.
- W4311589966 hasConceptScore W4311589966C6648577 @default.
- W4311589966 hasConceptScore W4311589966C90278072 @default.
- W4311589966 hasConceptScore W4311589966C97355855 @default.
- W4311589966 hasIssue "1" @default.
- W4311589966 hasLocation W43115899661 @default.
- W4311589966 hasLocation W43115899662 @default.
- W4311589966 hasLocation W43115899663 @default.
- W4311589966 hasLocation W43115899664 @default.
- W4311589966 hasOpenAccess W4311589966 @default.
- W4311589966 hasPrimaryLocation W43115899661 @default.
- W4311589966 hasRelatedWork W1975364271 @default.
- W4311589966 hasRelatedWork W2042314045 @default.
- W4311589966 hasRelatedWork W2185119421 @default.
- W4311589966 hasRelatedWork W2728276482 @default.
- W4311589966 hasRelatedWork W2793833536 @default.
- W4311589966 hasRelatedWork W2983288698 @default.
- W4311589966 hasRelatedWork W4236981772 @default.
- W4311589966 hasRelatedWork W4254584728 @default.
- W4311589966 hasRelatedWork W44736433 @default.