Evidence map›Paper›PMID 41461678›Full record

ArticleScientific reports2025

On field assessment of tractor performance and emission fueled by blends of ethanol and waste cooking oil methyl ester.

Amir Shayei, Gholamhossein Shahgholi, Sina Ardabili, Mohammad Ali Keyhandoust

Abstract read
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Article in Scientific reports, 2025. 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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0citing papers in PubMed
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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Amir ShayeiDepartment of Biosystems Engineering, Faculty of Agriculture and Natural Resource, University of Mohaghegh Ardabili, PO Box: 56199-11367, Ardabil, Iran.
Gholamhossein ShahgholiDepartment of Biosystems Engineering, Faculty of Agriculture and Natural Resource, University of Mohaghegh Ardabili, PO Box: 56199-11367, Ardabil, Iran. shahgholi@uma.ac.ir.
Sina ArdabiliDepartment of Engineering Sciences, Faculty of Advanced Technologies, University of Mohaghegh Ardabili, Ardabil, Iran. sina.faiz@uma.ac.ir.
Mohammad Ali KeyhandoustDepartment of Biosystems Engineering, Faculty of Agriculture and Natural Resource, University of Mohaghegh Ardabili, PO Box: 56199-11367, Ardabil, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Farming tractors consume the most share of diesel fuels in agricultural sectors. As most engine tests are performed in engine laboratories, the study aims to examine the effect of biodiesel, diesel, and ethanol blends in actual farming conditions. Accordingly, the percentage of ethanol and biodiesel and the gear (forward speed) were considered the independent variables. The output variables were the slippage percentage, traction efficiency (TE), and emission factors. It was found that B2E7 (2% biodiesel including 7% ethanol) provided the lowest slippage percentage in comparison with control (about 15, 17 and 19% respectively for L1 (low gear 1), L2 (low gear 2) and L3 (low gear 3)). On average, increasing the gear level increased the slip percentage by about 8 and 14% for L2 and L3 compared to L1, respectively. Also, increasing forward speed (increasing gear from L1 to L3) reduced the traction efficiency. The maximum traction efficiency was obtained at B2E7, followed by B5E7, which were, on average, about 3 and 3.5% higher than the control, respectively. The optimization results indicated that the highest performance and the lowest emission were obtained using a fuel with a formulation of 0.2% ethanol and 4.1% biodiesel (B4.1E0.2) at L3.

Indexed as

BiodieselBiofuelDiesel engine emissionFarming tractorTraction efficiency

Identifiers

PMID41461678
PMCPMC12748584

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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.