Evidence map›Paper›PMID 41496848›Full record

ArticleRSC advances2026

Effect of palladium-doped magnetite nanoparticles in the hydrothermal liquefaction of biomass to bio-oil.

Adson Tumwebaze, Edward Mubiru, Dan Egesa

Abstract read
In one paragraph

Article in RSC advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Adson TumwebazeDepartment of Chemistry, College of Natural Sciences, Makerere University P. O. Box 7062 Kampala Uganda dan.egesa@mak.ac.ug.ORCID https://orcid.org/0009-0000-7686-601X
Edward MubiruDepartment of Chemistry, College of Natural Sciences, Makerere University P. O. Box 7062 Kampala Uganda dan.egesa@mak.ac.ug.
Dan EgesaDepartment of Chemistry, College of Natural Sciences, Makerere University P. O. Box 7062 Kampala Uganda dan.egesa@mak.ac.ug.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this work, the mixed spent grain biomass, a mixture of maize and barley, was used as a feedstock for bio-oil production through hydrothermal liquefaction (HTL) in the presence of palladium-doped magnetite nanoparticle catalysts. The palladium-doped magnetite nanoparticles were synthesized by the co-precipitation process and characterized using Fourier transform infrared spectroscopy, transmission electron microscopy, and X-ray diffraction techniques. A maximum bio-oil yield of 61.3% was obtained using palladium-doped magnetite particles compared to 46.31% obtained in the absence of the catalyst. The elemental analysis of bio-oil showed an increase in elemental carbon from 55.07 wt% for uncatalyzed liquefaction to 76.47 wt% for Pd-doped magnetite nanoparticle-catalysed liquefaction. Similarly, the elemental hydrogen increased from 5.32 wt% for uncatalyzed to 7.63 wt% for Pd-doped magnetic nanoparticle catalysed liquefaction. The elemental analysis further indicated improved bio-oil quality, with a reduction in oxygen content from 36.52 wt% to 14.33 wt% and nitrogen from 2.51 wt% to 1.32 wt%. The GC-MS showed an increase of hydrocarbons from 60.45% for uncatalyzed liquefaction to 88.03% for Pd-doped magnetite nanoparticle catalysed liquefaction. Furthermore, the bio-oil produced in the presence of Pd-doped magnetite nanoparticles showed that physical properties were within acceptable limits compared to the crude bio-oil standard. The application of palladium-doped magnetite nanoparticles in the HTL of mixed spent grain biomass increases the yield of bio-oil and improves its quality, thus increasing its energy performance. This provides a potential pathway to produce a high-quality bio-oil suitable for blending or direct use in existing fuel systems.

Identifiers

PMID41496848
PMCPMC12766379

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.