Evidence map›Paper›PMID 40594706›Full record

ArticleScientific reports2025

Development and optimization of pearl millet waste biocomposite ceiling tiles: a waste management approach.

Khalid Hussain Ansari, Srikanta Routroy, Rahul Samyal, Shivasheesh Kaushik

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. 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

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.

Khalid Hussain AnsariDepartment of Mechanical Engineering, Birla Institute of Technology & Science, Pilani, Rajasthan, 333031, India.
Srikanta RoutroyDepartment of Mechanical Engineering, Birla Institute of Technology & Science, Pilani, Rajasthan, 333031, India. srikanta@pilani.bits-pilani.ac.in.
Rahul SamyalDepartment of Mechanical Engineering, Birla Institute of Technology & Science, Pilani, Rajasthan, 333031, India.
Shivasheesh KaushikDepartment of Mechanical Engineering, Birla Institute of Technology & Science, Pilani, Rajasthan, 333031, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The present study aims to develop and optimize sustainable biocomposite ceiling tiles by partially replacing gypsum with pearl millet waste, combined with Waste Wheat Flour (WWF) and waste paper. It aims to provide a sustainable alternative to conventional gypsum-based product, maintaining thermal insulation and flexural strength. Taguchi method was employed for experimental design, by varying key parameters such as gypsum, Pearl Millet Seed Covering (PMSC), and ceiling tile thickness. The signal-to-noise (S/N) ratio was used to identify the optimal composition and Analysis of Variance (ANOVA) with regression analysis determines the significance of each factor on thermal conductivity and flexural strength. The optimized composition for minimum thermal conductivity (0.065 W/m·K) was identified as 45% PMSC and 10% gypsum at 12 mm thickness. For maximum flexural strength (1.24 MPa), the optimal mix was 55% PMSC and 30% gypsum at 14 mm thickness. The finding underscore the critical influence of gypsum and tile thickness in enhancing material performance. The developed regression models exhibited predictive R

Indexed as

Agricultural waste managementBiocompositePearl milletSustainable thermal insulationTaguchi optimization method

Identifiers

PMID40594706
PMCPMC12215539

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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.