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Ozone enhances biological treatment of hydrothermal liquefaction aqueous stream from municipal sludge

2025· article· en· W4413270076 on OpenAlexafffund
Anmol Parajuli, Çiğdem Eskicioğlu

Bibliographic record

VenueBioresource Technology · 2025
Typearticle
Languageen
FieldEngineering
TopicAnaerobic Digestion and Biogas Production
Canadian institutionsOkanagan University CollegeUniversity of British Columbia, Okanagan CampusUniversity of British Columbia
FundersNatural Sciences and Engineering Research Council of CanadaUniversity of British Columbia
KeywordsHydrothermal liquefactionChemical oxygen demandChemistryAqueous solutionMesophileBiodegradationAnaerobic digestionOzonePulp and paper industrySewage treatmentEnvironmental chemistryWaste managementMethaneOrganic chemistry

Abstract

fetched live from OpenAlex

• In 0–0.18 g O 3 /g COD of sludge derived-HTL aqueous, pretreatment removed inhibitors. • 98 % and 89 % more methane from HTL aqueous at 0.14 g O 3 /g COD than control (no O 3 ). • Above 0.14 g O 3 /g COD, improvements declined under mesophilic and thermophilic AD. • 0.18 g O 3 /g COD raised HTL aqueous ultimate aerobic biodegradability from 54 to 95 %. • Ozonated HTL aqueous biodegradability: Aerobic > Mesophilic AD > Thermophilic AD. Hydrothermal liquefaction (HTL) is a promising alternative to anaerobic digestion for municipal sludge valorization due to biocrude oil and nutrient-dense hydrochar production, smaller footprint, enhanced micropollutant degradation, and minimized residual biosolids. However, integrating HTL into wastewater treatment plants necessitates on-site treatment of HTL aqueous, which is 80 % of byproducts by volume. HTL aqueous exhibits inhibition on downstream biological treatment due to high chemical oxygen demand (COD), total phenolics, ketones and nitrogen heterocyclics. This study evaluated the efficacy of ozone (O 3 ) pretreatment on HTL aqueous characteristics and subsequent biodegradability under anaerobic and aerobic conditions. HTL aqueous was obtained from dewatered sludge cake at 350 °C with 15 min retention time. Various dissolved O 3 doses (0.03, 0.12, 0.14, 0.16, 0.18 g O 3 /g COD of HTL aqueous) were investigated, with the maximum dose of 0.18 g O 3 /g COD achieving 43 % COD reduction, 72 % removal of total phenolics, 69 % removals of selected nitrogen heterocyclics, while retaining volatile fatty acids (VFA). The optimal dissolved dose for anaerobic and aerobic treatment were 0.14 and 0.18 g O 3 /g COD, respectively. Under mesophilic (35 °C) and thermophilic (55 °C) conditions, the pretreated HTL aqueous at the optimum dose of 0.14 g O 3 /g COD demonstrated 98 % and 89 % improvements in specific cumulative methane yields, compared to non-pretreated HTL aqueous (control), respectively. The maximum improvement in 5-day biochemical oxygen demand (BOD) was 90 % at 0.18 g O 3 /g COD, compared to the control. The enhanced biodegradations were attributed to the removal of total phenolics and nitrogen heterocyclics, ultimately enhancing carbon recovery from municipal sludge.

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)0.000
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 score0.321
Threshold uncertainty score0.478

Codex and Gemma teacher scores by category

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 communication0.0000.000
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 head0.012
GPT teacher head0.233
Teacher spread0.221 · 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

Citations1
Published2025
Admission routes2
Has abstractyes

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