Evidence map›Paper›PMID 41053149›Full record

ArticleScientific reports2025

Advanced prediction and optimization of VCR engine characteristics using RSM with DFA for sustainable biofuel derived from waste lemon Peel.

Thota S S Bhaskara Rao, Rajayokkiam Manimaran, C Manivannan, Vallapureddy Siva Nagi Reddy, Kulmani Mehar

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 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. 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

5 authors.

Thota S S Bhaskara RaoDepartment of Mechanical Engineering, Madanapalle Institute of Technology & Science, Madanapalle, Andhra Pradesh, India.
Rajayokkiam ManimaranSchool of Mechanical Engineering, SRM Institute of Science and Technology, Tiruchirappalli campus, Tiruchirappalli, Tamil Nadu, India. manimarr3@srmist.edu.in.
C ManivannanDepartment of Chemistry, SRM Institute of Science and Technology, Tiruchirappalli campus, Tiruchirappalli, Tamil Nadu, India.
Vallapureddy Siva Nagi ReddyDepartment of Mechanical Engineering, Aditya University, Surampalem, Andhra Pradesh, India.
Kulmani MeharDepartment of Mechanical and Industrial Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, India. kulmani.mehar@manipal.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rising demand for alternative fuels stems from fossil fuel depletion, rising crude oil prices, and environmental concerns. Diesel engines, valued for efficiency and durability, contribute to resource depletion and pollution. Biofuels offer a sustainable alternative, with waste lemon peels presenting a viable feedstock for biofuel production. Using a steam distillation process, lemon peel waste oil (LPWO) is extracted from waste lemon peels and test fuel blends of LPWO and conventional diesel have been created in ratios of 5%, 10%, 15%, and 20%. According to the ASTM standards, the properties of LPWO and its blends, along with diesel, have been assessed. The characteristics of LPWO were determined by FTIR, GC-MS, and TG/dTG analysis. The performance, combustion, and emission parameters have been evaluated for neat LPWO and LPWO blends in a variable compression ratio (VCR) engine by varying BP between 0 kW and 5.2 kW and compression ratio from 16:1 to 18:1. From experimental analysis, optimum results are observed while using the blend 5% LPWO, BP 5.2 kW and CR 18:1. LPWO5 showed an increase in BTE and EGT by 2.168% and 3.09% while minimizing BSFC by 6.54%, also improved HRR and in-cylinder pressure; a decrease of CO, NO

Indexed as

DFA optimizationLemon peel waste oilLPWO blendsRSM-CCD predictionVCR engine characteristics

Identifiers

PMID41053149
PMCPMC12501020

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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.