Evidence map›Paper›PMID 42540186›Full record

ArticleACS omega2026

Recycling Potential of SLS-Degraded PA12 Powder for Melt-Based Manufacturing: Insights Resulting from the Advanced Crystallization Modeling.

Roman Svoboda, Jakub Vlachynský, David Jaška, Jana Machotová, Jana Navrátilová

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. 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

5 authors.

Roman SvobodaDepartment of Physical Chemistry, Faculty of Chemical Technology, University of Pardubice, Studentská 573, 532 10 Pardubice, Czech Republic.ORCID https://orcid.org/0000-0002-1253-366X
Jakub VlachynskýDepartment of Polymer Engineering, Faculty of Technology, Tomas Bata University in Zlín, Vavrečkova 5669, 760 01 Zlín, Czech Republic.
David JaškaDepartment of Polymer Engineering, Faculty of Technology, Tomas Bata University in Zlín, Vavrečkova 5669, 760 01 Zlín, Czech Republic.
Jana MachotováInstitute of Chemistry and Technology of Macromolecular Materials, Faculty of Chemical Technology, University of Pardubice, Studentská 573, 532 10 Pardubice, Czech Republic.ORCID https://orcid.org/0000-0003-4748-2767
Jana NavrátilováDepartment of Polymer Engineering, Faculty of Technology, Tomas Bata University in Zlín, Vavrečkova 5669, 760 01 Zlín, Czech Republic.ORCID https://orcid.org/0000-0003-1600-0526

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Selective laser sintering (SLS) of polyamide 12 (PA12) generates large quantities of thermally aged powder whose altered crystallization behavior limits its complete reuse in additive manufacturing. In the present study, the feasibility of repurposing SLS-degraded PA12 powder in conventional melt-processing techniques is investigated. Thermo-analytical, diffraction, spectroscopic, and microscopic techniques were employed to investigate the crystallization kinetics, crystal morphology, and mechanical properties of PA12 materials prepared from different SLS-processed powder grades, namely nondegraded (as purchased), degraded (recycled), and mixed (blended) PA12 powders. The mixed material (made from nondegraded and degraded powders in the weight ratio of 25/75) exhibited markedly slower crystallization, especially during isothermal and slow-cooling conditions, attributed to molecular incompatibility and impaired cocrystallization between long, irregular degraded chains and shorter nondegraded chains. Advanced kinetic modeling using the temperature-dependent M-catalytic Hoffman-Lauritzen framework confirmed increased nucleation barriers and distinct shifts in autocatalytic and growth-related kinetic parameters. Hot-stage microscopy further revealed distinct differences in the crystal growth kinetics, explaining the variable lamellae packing within forming spherulites. Mechanical properties of the melt-processed PA12 materials significantly differed below the glass transition temperature (

Identifiers

PMID42540186
PMCPMC13425315

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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.