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Assessment of Kinetic Geochemical Reactions during Hydrogen Storage in Salt Caverns

2025· article· en· W4412904576 on OpenAlexafffund
Lin Yuan, Adel Najafi‐Marghmaleki, Davood Zivar, Hassan Dehghanpour

Bibliographic record

VenueEnergy & Fuels · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicMethane Hydrates and Related Phenomena
Canadian institutionsUniversity of Alberta
FundersNatural Resources CanadaAlberta InnovatesNatural Sciences and Engineering Research Council of CanadaMitacsUniversity of Alberta
KeywordsKinetic energySalt (chemistry)Hydrogen storageHydrogenChemistryMineralogyEnvironmental scienceChemical engineeringGeologyPhysical chemistryOrganic chemistryPhysicsEngineering

Abstract

fetched live from OpenAlex

Previous studies have demonstrated that abiotic redox reactions between salt rocks and hydrogen (H 2 ) are unlikely to occur. However, when storing H 2 in salt caverns, microbial activities may exist and induce redox reactions such as methanogenesis and sulfate reduction, leading to byproduct generation and affecting H 2 impurity. In contrast to earlier simplified models, this study presents a more realistic geochemical modeling by incorporating actual mineral data and brine composition from the Lotsberg Formation. We combine kinetic mineral dissolution with microbial reaction pathways to simulate H 2 -brine-salt systems under subsurface conditions (50 °C, 20 MPa) over a two-year storage period. The model accounts for mineral-specific reactivity and microbial redox kinetics and is validated against published experimental data. In single-mineral systems, silicates and clays show geochemical stability, while carbonates and anhydrite exhibit significant microbial reactivity, producing methane (CH 4 ) and hydrogen sulfide (H 2 S). To reflect real-world complexity, we extend the modeling to mixed-mineral systems representing three salt-rock types with varying halite and impurity contents. Our results reveal that H 2 loss is strongly linked to rock composition. Halite-dominated systems show minimal reactivity (H 2 loss ∼ 0.08%), while systems with carbonates and anhydrite exhibit higher H 2 consumption (∼0.16 to 1.0%). Anhydrite, with its rapid dissolution and fast reduction rates, proves to be one of the most problematic minerals, reacting with H 2 to produce H 2 S. Despite this, overall hydrogen loss remains low. The findings suggest that, within the defined parameters of our study, salt caverns could be considered stable and efficient options for long-term hydrogen storage, demonstrating minimal hydrogen loss and geochemical stability under similar conditions.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.029
Threshold uncertainty score0.057

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0010.000
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 head0.006
GPT teacher head0.233
Teacher spread0.228 · 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

Citations4
Published2025
Admission routes2
Has abstractyes

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