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Biomass Hydropyrolysis in Molten Chloride Salts: Thermocatalytic Stability of Recycled Salts

2025· article· en· W4409300910 on OpenAlexaff
Racchana Ramamurthy, Stef Ghysels, Adriana Estrada Léon, Daniel J. Nowakowski, Frederik Ronsse

Bibliographic record

VenueEnergy & Fuels · 2025
Typearticle
Languageen
FieldEngineering
TopicLignin and Wood Chemistry
Canadian institutionsMcGill University
FundersH2020 Excellent Science
KeywordsBiomass (ecology)ChemistryChlorideOrganic chemistryChemical engineeringPulp and paper industryWaste managementGeology

Abstract

fetched live from OpenAlex

Pyrolysis of biomass using molten chloride salts offers a novel approach to biomass valorization. This process benefits from the rapid heat transfer provided by the molten salts and their catalytic activity. In this study, we investigated the effects of the pyrolysis atmosphere (inert gas versus pressurized hydrogen), biomass type, and temperature, primarily at the microscale, while also addressing industrially relevant considerations, particularly on the recyclability of the molten salts. Given that an excess of salt is needed with respect to the biomass, achieving high recovery rates of the salts is critical for process viability. To this end, we developed a recovery process involving water extraction, filtration, and drying to recycle the eutectic chloride salts. Achieved results demonstrated recovery yields of 95–100 wt % with minimal impact on the thermal and catalytic properties of the salts. The catalytic performance of the recycled salts remained largely consistent; the total volatiles’ yields decreased only ca. 4% points upon 3 salt recycling series. Hydropyrolysis of pinewood using recycled salts led to an increase in the production of gas chromatography (GC)-detected volatiles (from ca. 17 wt % using fresh salts to 29 wt % using spent salts from 3 recycling cycles), which in majority were furans and ketones. This effect may be attributed to the retention of calcium and magnesium from the biomass in the recycled salts, which potentially enhances the formation of these compounds. This study provides the first comprehensive evaluation of chloride molten salt recycling in biomass hydropyrolysis, demonstrating the potential for sustainable and efficient biomass valorization through molten salt reuse. The findings suggest that recycled salts can maintain high catalytic performance and may even enhance certain product yields, underscoring the promise of this approach.

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 score0.002

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 communication0.0010.001
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 head0.006
GPT teacher head0.201
Teacher spread0.196 · 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

Citations2
Published2025
Admission routes1
Has abstractyes

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