Evidence map›Paper›PMID 42286030›Full record

ArticleScientific reports2026

Optimizing circular industrial integration for sustainable yarn production with remanufacturing: a carbon policy-based modelling approach.

Vishnupriya Kalathil Sahadevan, Abin Thomas, Umakanta Mishra

Abstract read
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

3 authors.

Vishnupriya Kalathil SahadevanDepartment of Mathematics, School of Advanced Sciences, Vellore Institute of Technology, Vellore, 632014, India.
Abin ThomasDepartment of Operations and Supply Chain, GITAM School of Business, GITAM Deemed to Be University, Bengaluru, Karnataka, 561203, India.
Umakanta MishraDepartment of Mathematics, School of Advanced Sciences, Vellore Institute of Technology, Vellore, 632014, India. umakanta.mishra@vit.ac.in.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rapid expansion of the textile industry presents critical challenges in achieving sustainable consumption and production. In response, this study develops an integrated sustainable production model for the yarn sector. The proposed model incorporates investments in green technology and wastewater purification systems, assessing their influence on both economic performance and environmental sustainability. The average integrated total profit of the system is optimized, and the model's practicability is demonstrated through a numerical illustration. The findings reveal that upcycling old garments enhances overall profitability by an average of 5.13% under both carbon pricing policies. Furthermore, while the CCT mechanism reduces green investment costs by 3.18%, the CT policy achieves a 2.29% reduction, highlighting the superior emission mitigation efficiency of the CCT approach. The suggested model advances sustainable production-consumption in the yarn industry by repurposing banana waste for yarn, and adopting the extended producer responsibility (EPR) directive, all while maintaining system profitability.

Indexed as

Bio-yarn ecosystemCarbon policiesCircular interconnectednessRemanufacturingWastewater treatment

Identifiers

PMID42286030
PMCPMC13507139

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.