Evidence map›Paper›PMID 41495103›Full record

ArticleScientific reports2026

Multiparameter design optimisation of a mud-based natural draft biomass cookstove using response surface methodology and desirability function.

Ankit Gupta, Roshan Wathore, Rajat Hedaoo, Hemant Bherwani, Ashwinkumar S Dhoble, Nitin Labhasetwar

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PubMed Full text at PMC Publisher
In one paragraph

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.

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

6 authors.

Ankit Gupta *Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India. a1_gupta@neeri.res.in.ORCID http://orcid.org/0000-0001-6658-3008
Roshan Wathore *Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India.
Rajat HedaooCSIR-National Environmental Engineering Research Institute (CSIR-NEERI), Nagpur, 440020, India.
Hemant BherwaniAcademy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India.
Ashwinkumar S DhobleDepartment of Mechanical Engineering, Visvesvaraya National Institute of Technology, Nagpur, 440010, India.
Nitin LabhasetwarAcademy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This work focuses on the design and development of an improved mud cookstove by optimizing 5 key design parameters: primary air area ratio, secondary air inlet area, L/D ratio, pot gap and grate height, and understanding their effect on the performance. Multiple field-scale prototypes were fabricated at various combinations of design parameters and tested for responses: thermal efficiency, CO and PM

Indexed as

BiomassCookingEquipment DesignModels, TheoreticalParticulate MatterParticulate MatterBiomass mud cookstoveDesirability functionMultiparameter optimisationNatural draftResponse surface methodology

Identifiers

PMID41495103
PMCPMC12780060

What OpenQuestion holds

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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.