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Effects of a perpendicular ultrasonic field on planar and porous electrodes for hydrogen production in alkaline conditions

2025· article· en· W4412675770 on OpenAlexafffund
Jérémy Gravelle, Vanessa Avramovic, Loïc Hallez, Jean‐Yves Hihn, Bruno G. Pollet

Bibliographic record

VenueUltrasonics Sonochemistry · 2025
Typearticle
Languageen
FieldEnergy
TopicElectrocatalysts for Energy Conversion
Canadian institutionsUniversité du Québec à Trois-Rivières
FundersCanadian Red CrossNatural Sciences and Engineering Research Council of CanadaCanada Research Chairs
KeywordsPerpendicularUltrasonic sensorMaterials sciencePlanarElectrodePorosityHydrogenComposite materialChemistryAcousticsOrganic chemistryPhysicsPhysical chemistryComputer scienceMathematicsGeometry

Abstract

fetched live from OpenAlex

Among water electrolysis systems, alkaline water electrolysers (AWE) are promising for large-scale hydrogen production due to their cost-effective nickel (Ni) electrodes. However, AWE faces challenges, particularly molecular hydrogen and oxygen bubbles shielding on electrode surfaces in the liquid alkaline electrolyte (KOH). Therefore, innovative solutions like ultrasonication and advanced electrode structures are explored as effective methods for bubble removal. This study investigates the hydrogen evolution reaction (HER) under two ultrasonic frequencies (20 kHz and 580 kHz) using planar and porous Ni electrodes on a copper (Cu) substrate. The planar electrode was prepared using a Ni watt bath, while the porous electrode was fabricated using the dynamic hydrogen bubble template (DHBT) method. To further align with industrial conditions, the distance between the electrodes and transducer was maintained between 10 and 15 cm. The study focused on the synergistic effect of ultrasonication and porous electrodes on mass transfer and HER performance. Results show that the porous Ni electrode reduced overpotential by -97 mV, with ultrasonication enhancing this by up to -132 mV. Furthermore, ultrasonication altered the HER mechanism for DHBT Ni, as shown by changes in the Tafel slopes, b (-250 mV/dec vs. -87 mV/dec under ultrasonication and silent conditions respectively). It was also found that the intense convection from acoustic cavitation implosion might influence HER mechanisms by hindering water adsorption at the electrode surface. Finally, the electrode-sonotrode distance was found to be critical to prevent surface degradation at shorter distances (3.5 cm), requiring further optimization for industrial purposes.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.004
Threshold uncertainty score0.923

Codex and Gemma teacher scores by category

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

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 head0.003
GPT teacher head0.224
Teacher spread0.220 · 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 teacher head, 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

Citations3
Published2025
Admission routes2
Has abstractyes

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