Evidence map›Paper›PMID 40890264›Full record

ArticleScientific reports2025

Sustainable biodiesel production from cottonseed oil using a nickel-doped eggshell heterogeneous catalyst optimized via response surface methodology.

Kumlachew Yeneneh, Gadisa Sufe

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
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

2 authors.

Kumlachew YenenehDepartment of Motor Vehicle Engineering, College of Engineering, Ethiopian Defence University, P.O. Box 1041, Bishoftu, Ethiopia. kumynnh2023@gmail.com.
Gadisa SufeFaculty of Mechanical Engineering, Wrocław University of Science and Technology, Wrocław, Poland, 50-370.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study presents a sustainable and low-cost approach to biodiesel production using non-edible cottonseed oil and a novel nickel-doped chicken eggshell-derived catalyst. The catalyst was synthesized via nickel impregnation followed by calcination at 900 °C to facilitate the decomposition of CaCO₃ into catalytically active CaO and promote nickel oxide formation for enhanced surface reactivity. Process optimization using Response Surface Methodology (RSM) resulted in a maximum fatty acid methyl ester (FAME) yield of 98.01% under optimal conditions. These included a reaction temperature of 62 °C, a 12:1 methanol-to-oil molar ratio, 4 wt% catalyst loading, and 117 min reaction time. This performance surpassed the 96.3% yield obtained using undoped CaO. Characterization revealed high crystallinity (68.2%) and a porous morphology, contributing to improved catalytic performance and reusability. The cottonseed oil feedstock exhibited favorable properties, including low moisture content (1.2%) and high volatility (94.4%). FTIR and GC-MS analyses confirmed successful transesterification, with the biodiesel rich in linoleic acid (50.5%) and meeting ASTM fuel standards (cetane number 53.75, viscosity 4.96 mm²/s). These findings demonstrate a scalable, environmentally friendly biodiesel production route that leverages waste-derived materials, supporting circular economy goals and sustainable energy strategies in resource-constrained regions.

Indexed as

BiodieselCottonseed oilNickel-doped eggshell catalystTransesterificationWaste valorization

Identifiers

PMID40890264
PMCPMC12402186

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Registered trials

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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.