Evidence map›Paper›PMID 41792230›Full record

ArticleScientific reports2026

Influence of CeO₂ nanoparticle addition on engine performance, combustion, and emissions of ethiopian podocarpus falcatus biodiesel.

Biru Birhanu, Devendra Deshmukh, Tigabu Haileleul Yemane, Kumlachew Yeneneh

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

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1 · What the graph read from it

What it found

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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

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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

4 authors.

Biru BirhanuDepartment of Mechanical Engineering, Indian Institute of Technology Indore, Madhya Pradesh, Indore, 452020, India.ORCID https://orcid.org/0000-0002-2410-3720
Devendra DeshmukhDepartment of Mechanical Engineering, Indian Institute of Technology Indore, Madhya Pradesh, Indore, 452020, India.ORCID https://orcid.org/0000-0003-4636-3301
Tigabu Haileleul YemaneDepartment of Chemical Engineering, College of Engineering, Ethiopian Defence University, P.O. Box 1041, Bishoftu, Ethiopia.ORCID https://orcid.org/0009-0007-4647-020X
Kumlachew YenenehDepartment of Motor Vehicle Engineering, College of Engineering, Ethiopian Defence University, P.O. Box 1041, Bishoftu, Ethiopia. kumynnh2023@gmail.com.ORCID https://orcid.org/0009-0008-7803-8304

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The identification of region-specific, non-edible biodiesel feedstocks is critical for expanding sustainable fuel use without competing with food resources. This study reports the first comprehensive evaluation of engine performance, combustion behavior, and emissions of Ethiopian Podocarpus falcatus biodiesel enhanced with low-dose cerium oxide (CeO₂) nanoparticles in a compression ignition engine. Biodiesel–diesel blends containing 10–30% biodiesel was tested with and without 80 ppm CeO₂. Increasing biodiesel content alone reduced brake thermal efficiency from 54.7% for diesel to 49.2% for B30 and decreased brake power from 4.44 to 3.86 kW at full load. The addition of CeO₂ effectively mitigated these penalties, increasing brake thermal efficiency by up to 11.7% and restoring brake power by 3–10% across all blends, while brake specific fuel consumption decreased by 54–56% relative to untreated fuels under identical conditions. Combustion analysis showed higher peak cylinder pressure up to 71.2 bar, enhanced premixed heat-release rate reaching 130.2 J per °CA, advanced combustion phasing by 2–3 °CA, shortened ignition delay by about 2 °CA, and reduced combustion duration by 3–4 °CA. Emission measurements indicated substantial reductions in carbon monoxide by 7.5–16.7%, unburned hydrocarbons by up to 70.2%, and smoke opacity by 9–10%, accompanied by a moderate increase in NOx emissions of approximately 7% at full load due to higher combustion temperatures. Overall, the results demonstrate that low-dose CeO₂ nanoparticles can effectively offset biodiesel-induced performance losses while enhancing combustion and emission characteristics, highlighting Podocarpus falcatus as a promising and sustainable biodiesel feedstock for high-efficiency compression ignition engine operation without hardware modification.

Indexed as

Cerium oxide nanoparticlesCombustionCompression ignition engineEmissionsEngine performancePodocarpus falcatus biodiesel

Identifiers

PMID41792230
PMCPMC13079765

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LicenceCC BY-NC-ND
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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.