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Phase Behavior of Mixtures of Bitumen, <i>n</i>-Pentane, and Water at Conditions Relevant to Solvent-Assisted Thermal Recovery

2025· article· en· W4414052688 on OpenAlexafffund
Benjamin Zuluaga, F. F. Schoeggl, F. Ramos-Pallares, Harvey W. Yarranton

Bibliographic record

VenueEnergy & Fuels · 2025
Typearticle
Languageen
FieldChemistry
TopicPetroleum Processing and Analysis
Canadian institutionsLakehead UniversityUniversity of Calgary
FundersNatural Sciences and Engineering Research Council of CanadaConocoPhillips CanadaAlberta InnovatesSuncor Energy IncorporatedCanadian Natural Resources Limited
KeywordsSaturation (graph theory)AsphalteneSolubilityHydrocarbonSupercritical fluidPhase (matter)SolventAqueous solutionAnalytical Chemistry (journal)

Abstract

fetched live from OpenAlex

Solvent-assisted thermal in situ heavy oil recovery processes are currently being evaluated by the oil industry as an alternative to purely thermal processes. In these processes, bitumen, solvent (typically an n -alkane), and water mix and can form multiple phases, including vapor, light hydrocarbon liquid, heavy hydrocarbon liquid, and aqueous phases. Phase behavior data are required to define the phases present in the drainage layer that flows to the producing well. In this study, phase boundaries were measured for bitumen/ n -pentane and bitumen/ n -pentane/water mixtures at temperatures from 180 to 280 °C and pressures up to 17 MPa. Saturation pressures (vapor/liquid–vapor, liquid–liquid/liquid–liquid–vapor, and aqueous-liquid/aqueous-liquid–vapor boundaries) were measured using a constant composition pressure step method. Water solubility limits (liquid/aqueous-liquid boundaries) were measured using a saturation pressure method based on the change of slope at the onset. Heavy phase onsets (liquid/liquid–liquid boundaries) were measured using two methods: a light phase method based on the change in asphaltene content at the onset, and a titration performed on a high pressure microscope. The onset was assessed in terms of the n -pentane content in the bitumen. The addition of n -pentane to mixtures of bitumen and water was found to increase the saturation pressure by up to 4 MPa and increase the mass-based water solubility limit by up to 2.5 wt %. The addition of water to mixtures of bitumen and n -pentane was found to increase the saturation pressure by up to 8 MPa and decrease the heavy phase onset by up to 2.0 wt %. The mixtures were found to be supercritical above the critical point of n -pentane with critical pressure depending on the n -pentane content of the mixture. The Advanced Peng–Robinson equation of state could be tuned to match the phase boundaries in the subcritical region but was inaccurate or failed to converge near and in the supercritical region.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.260
Teacher spread0.251 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes2
Has abstractyes

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