Evidence map›Paper›PMID 41626511›Full record

ArticleACS omega2026

Mechanical Property Improvement of 3D-Printed rPP and vPP through Heat Treatment and Sustainable Filament Reuse.

Muralidhara Dagadi, Jayeshwar Singh, Adhindra Venkatraman Sridharan, Ankit Gupta, Manoj Kumar Singh, Gaurav Arora, Sanjay Mavinkere Rangappa, Suchart Siengchin

Abstract read
In one paragraph

Article in ACS omega, 2026. 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

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

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

8 authors.

Muralidhara DagadiSchool of Engineering, Shiv Nadar Institution of Eminence Deemed to Be University, Gautam Buddha Nagar 201314, India.
Jayeshwar SinghSchool of Engineering, Shiv Nadar Institution of Eminence Deemed to Be University, Gautam Buddha Nagar 201314, India.
Adhindra Venkatraman SridharanSchool of Engineering, Shiv Nadar Institution of Eminence Deemed to Be University, Gautam Buddha Nagar 201314, India.
Ankit GuptaSchool of Engineering, Shiv Nadar Institution of Eminence Deemed to Be University, Gautam Buddha Nagar 201314, India.
Manoj Kumar SinghNatural Composites Research Group Lab, Department of Materials and Production Engineering, The Sirindhorn International Thai-German Graduate School of Engineering (TGGS), King Mongkut's University of Technology North Bangkok (KMUTNB), Bangkok 10800, Thailand.ORCID https://orcid.org/0000-0002-9098-6189
Gaurav AroraNatural Composites Research Group Lab, Department of Materials and Production Engineering, The Sirindhorn International Thai-German Graduate School of Engineering (TGGS), King Mongkut's University of Technology North Bangkok (KMUTNB), Bangkok 10800, Thailand.
Sanjay Mavinkere RangappaNatural Composites Research Group Lab, Department of Materials and Production Engineering, The Sirindhorn International Thai-German Graduate School of Engineering (TGGS), King Mongkut's University of Technology North Bangkok (KMUTNB), Bangkok 10800, Thailand.
Suchart SiengchinNatural Composites Research Group Lab, Department of Materials and Production Engineering, The Sirindhorn International Thai-German Graduate School of Engineering (TGGS), King Mongkut's University of Technology North Bangkok (KMUTNB), Bangkok 10800, Thailand.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the mechanical property enhancement of 3D-printed virgin and postconsumer recycled polypropylene (vPP and rPP) structures through systematic heat treatment. ASTM D638 specimens were subjected to cryogenic cooling (0 °C), room temperature, isothermal heating at 60 and 80 °C, and ramped heating between 60 and 110 °C to assess the influence of thermal postprocessing on porosity, tensile strength, and failure mechanisms. Results revealed a consistent decrease in porosity with increasing temperature. Yield strength demonstrated a bell-shaped trend, with maximum yield strength recorded at 60 and 80 °C for vPP and rPP, respectively. Beyond these temperatures, thermal degradation led to a decline in mechanical performance. Ramped heating further enhances stress relaxation and interfacial bonding, improving structural integrity without inducing embrittlement. Heat treatment led to a transition from brittle to ductile failure, while uncertainty analysis validated the repeatability of mechanical behavior, particularly for rPP. This work contributes to the circular economy by enabling the reuse of postconsumer recycled PP in moderately loaded, noncritical components, semistructural applications, or eco-efficient applications where moderate strength is sufficient, thereby reducing environmental impact and material dependency.

Identifiers

PMID41626511
PMCPMC12854637

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.