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Enhancing hydrogen storage efficiency in metal hydride tanks through conical heat exchangers and phase change material integration

2025· article· en· W4407598863 on OpenAlexafffund
Amir Hossein Eisapour, Alan S. Fung, A.H. Shafaghat, Koorosh Khosravi

Bibliographic record

VenueInternational Journal of Hydrogen Energy · 2025
Typearticle
Languageen
FieldMaterials Science
TopicHydrogen Storage and Materials
Canadian institutionsToronto Metropolitan University
FundersNatural Sciences and Engineering Research Council of CanadaCanada First Research Excellence Fund
KeywordsHydrideHydrogen storageHeat exchangerPhase-change materialConical surfacePhase changeMaterials scienceHydrogenMetalNuclear engineeringMetallurgyChemistryThermodynamicsComposite materialEngineeringPhysics

Abstract

fetched live from OpenAlex

This study proposes an innovative approach to enhance the thermal management of metal hydride (MH) hydrogen storage systems by integrating a conical heat exchanger and phase change material (PCM) jacket. Magnesium-based MH reactors offer high hydrogen storage capacities, but their performance is limited by poor thermal conductivity, which hinders charging and discharging processes. The conical coil heat exchanger design improves heat transfer, reducing hydrogen charging time by 30% compared to conventional helical coils. Additionally, incorporating a PCM jacket optimizes the thermal performance, achieving up to a 69% reduction in charging time. The PCM absorbs excess heat during hydrogen charging and releases it during discharging, further improving the reactor's charging/discharging rate. Sensitivity analyses on hydrogen inlet pressure, heat transfer fluid temperature, and Reynolds number are performed, identifying optimal operating conditions. The proposed design is validated using experimental data, confirming its effectiveness in reducing charging and discharging times. To address the long-term thermal behavior of the PCM, future studies are recommended to experimentally validate PCM thermal stability over multiple hydrogen charging/discharging cycles. This integrated system offers a promising solution for enhancing hydrogen storage in clean energy applications, contributing to the development of more efficient and sustainable hydrogen fuel technologies. • Conical heat exchanger reduces hydrogen charging time by 30% in MH tanks. • Phase change material integration cuts charging time by up to 69%. • Sensitivity analysis identifies optimal hydrogen inlet pressure and thermal conditions. • Novel design improves thermal management for efficient hydrogen storage.

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 score0.003

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 integrity0.0000.000
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 head0.021
GPT teacher head0.305
Teacher spread0.285 · 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

Citations20
Published2025
Admission routes2
Has abstractyes

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